a

iris/tab_ddpm/4_3/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.696445709866534,2.6750593493953985,6.89999046542542,2.2542646103616466,Iris-virginica
+1,7.691410741190967,2.5915758269673814,6.9,2.2704791647634672,Iris-virginica
+2,6.295545314112633,2.3744723849711646,4.7046964644367355,1.4869387187901937,Iris-versicolor
+3,6.557392559812936,3.0,5.816714217336473,2.207075052431512,Iris-virginica
+4,5.713408525851607,2.8760832255749555,4.499769118431169,1.3276406842095683,Iris-versicolor
+5,6.050975567889999,2.5364472181767987,5.458160954763675,1.4173525540342002,Iris-virginica
+6,5.1257798934038625,3.482406919201686,1.4004375842018995,0.20186832131853374,Iris-setosa
+7,5.718439644029401,2.6235002318052567,3.9967058443175585,1.045555840494483,Iris-versicolor
+8,6.929500295011709,2.819952470681149,4.820240626595207,1.4078653248555546,Iris-versicolor
+9,5.045399408938831,3.5004063932324607,1.3888657074934003,0.19889183532906862,Iris-setosa
+10,5.564985436957999,3.0,4.181388888376924,1.324988872950559,Iris-versicolor
+11,5.439088723942531,3.9,1.2965637691074905,0.32251164595953535,Iris-setosa
+12,5.622952100808716,2.619795137761328,4.440459646053018,1.2226403635258394,Iris-versicolor
+13,5.060268960271369,2.4823628167179588,3.07797838555023,1.0758808986276465,Iris-versicolor
+14,5.523185338693593,2.378783570719812,3.6211655030363086,0.9689451769384794,Iris-versicolor
+15,6.557014414594097,3.0,4.390520723974513,1.390499684432203,Iris-versicolor
+16,5.576109089330073,2.5391210608885593,4.033717810252346,1.136216152818771,Iris-versicolor
+17,5.429400426489346,3.8999996292918513,1.3419549215781936,0.39070085449467307,Iris-setosa
+18,5.007300804110156,2.4262526002745024,3.360662300099394,1.031609505559304,Iris-versicolor
+19,7.638654136781662,2.8441140595044825,6.631609029502188,2.0018135628515994,Iris-virginica
+20,5.093205623812413,3.4780738085974203,1.3941443191888583,0.3085992922337697,Iris-setosa
+21,5.216413637758798,2.685353642738776,3.8549809460543,1.389281800721477,Iris-versicolor
+22,4.9303073039650736,3.424045956305674,1.483872050449254,0.2999240512220779,Iris-setosa
+23,4.988142518453654,2.000000992077541,3.507348401845925,1.0319266625995709,Iris-versicolor
+24,5.417000429367849,3.392854825436805,1.6839053024455266,0.19827534900984373,Iris-setosa
+25,5.722489492901062,3.0206295503184917,4.525026169738177,1.5068903281624733,Iris-versicolor
+26,5.825421387732183,3.0,4.203476873156943,1.4402579656727303,Iris-versicolor
+27,6.916856622945085,3.087721943275928,5.114290767103083,2.2950234839467827,Iris-virginica
+28,6.241157366916863,3.3936593517251117,5.567073104933238,2.408398089743738,Iris-virginica
+29,5.419442496352035,3.3949099596266477,1.5670634306994944,0.40382370664511824,Iris-setosa
+30,6.724100276191905,2.532569273573085,5.888479883194541,1.8220354995583334,Iris-virginica
+31,6.045163077836701,2.4324377762746527,4.2855281092612065,1.2371515137805316,Iris-versicolor
+32,4.773908001566852,3.0,1.3829244946150268,0.3879546396903647,Iris-setosa
+33,4.8778106814815345,3.0,1.4093777144476645,0.28155969363486943,Iris-setosa
+34,5.023491745094292,2.0,3.6639978805523397,0.7948440994922024,Iris-versicolor
+35,7.9,3.802911840636656,6.369298132991386,1.977044900812315,Iris-virginica
+36,6.804655206075762,2.798654686805533,4.793067163677188,1.400084897895356,Iris-versicolor
+37,5.0294936931946985,2.0,3.661764248553615,1.0250670026901794,Iris-versicolor
+38,6.629357893049202,3.2690972532087215,5.536894218550962,2.0524184820183295,Iris-virginica
+39,5.866568948384341,3.2624483787567216,4.448115113322312,1.557374689095177,Iris-versicolor
+40,4.657572713420207,3.4224937161304045,1.4025444843017225,0.30637778230610824,Iris-setosa
+41,4.580010113396409,3.5770607736836126,1.0000003973533926,0.1933341637259735,Iris-setosa
+42,6.903585049979631,3.0816186606000393,5.114135506099028,2.2947847376610357,Iris-virginica
+43,6.096964030591588,3.3979305036929714,4.510789085739627,1.5817786203045308,Iris-versicolor
+44,6.312977292580461,3.238581382622842,4.698992164131954,1.5655488551820098,Iris-versicolor
+45,5.7502155798579695,2.7390618139035543,4.227481105386711,1.1238985972724438,Iris-versicolor
+46,6.785019095219562,3.0,5.523155289212418,2.087026343164046,Iris-virginica
+47,4.730225341237133,2.9963756989930475,1.3769362590990903,0.3245209169365297,Iris-setosa
+48,6.271080424167101,3.0,5.373467029263112,1.8117789587844078,Iris-virginica
+49,6.703606919517041,3.304550438557065,5.690942055286771,2.0853183589071165,Iris-virginica
+50,7.698311405177844,2.770547942355068,6.7167048792827995,1.9845847578909541,Iris-virginica
+51,5.374366358225053,3.89999958196173,1.3136959119876912,0.38445042150965963,Iris-setosa
+52,4.40000056658948,3.175069454932021,1.3016856479734096,0.1936842620855046,Iris-setosa
+53,6.306872316665242,3.3649757424611204,5.5955997770375205,2.386729861544425,Iris-virginica
+54,7.590946127661919,3.0,6.578852839738064,2.107968067621921,Iris-virginica
+55,5.2585890377823725,2.737863385458475,4.062053164873824,1.3916709362334714,Iris-versicolor
+56,4.976074712525983,2.0,3.4798434638918723,0.9002351251926795,Iris-versicolor
+57,7.9,3.7971030943670687,6.402529770604365,1.980699451883853,Iris-virginica
+58,5.089948073347582,3.6523838457473077,1.472368207404115,0.3973935189964919,Iris-setosa
+59,5.73709705715354,2.812486972817411,4.5485167746559005,1.3051019474419858,Iris-versicolor
+60,4.948673821988284,2.407540871608397,3.0547584831191377,1.0568697650238421,Iris-versicolor
+61,5.299255761002812,3.6922168909433672,1.5422380426161373,0.19955338502229392,Iris-setosa
+62,5.307747745772195,3.409288234556349,1.4966402398378917,0.3244488341333061,Iris-setosa
+63,6.30742577642191,3.401157456851843,5.591472757400195,2.4019600100470213,Iris-virginica
+64,6.30339393668337,2.4299215351171806,4.826154025830581,1.496662382990798,Iris-versicolor
+65,4.787585247149262,3.4020396983559515,1.4977513698723592,0.1984495739538832,Iris-setosa
+66,4.9921580114769695,2.0,3.5460752344512056,0.9362525349861828,Iris-versicolor
+67,6.316119371653179,3.3958642242466897,5.594140795293356,2.3961094801474387,Iris-virginica
+68,4.400000440146214,2.8901388298944606,1.401760472737098,0.20297653303064656,Iris-setosa
+69,6.302932001619735,2.4648897349895242,5.018915420984105,1.8928394170056928,Iris-virginica
+70,6.552812580772513,3.3259472773120993,5.689298591616534,2.2680607189926407,Iris-virginica
+71,6.774483152605345,3.234257194204862,5.763867716053804,2.2438642151446353,Iris-virginica
+72,5.579012372624116,3.0,4.524118760631102,1.5127442962741418,Iris-versicolor
+73,6.175506729279507,2.6210222227542,5.58739426545389,1.4288766452713744,Iris-virginica
+74,4.589911280926735,3.5874914452542925,1.0000005112475223,0.19643833129135063,Iris-setosa
+75,4.604215872063707,3.388982897433971,1.3983352572776755,0.3139944818262708,Iris-setosa
+76,5.095741248300189,3.507087623402962,1.3922250828103722,0.1991533222966531,Iris-setosa
+77,4.489444752480166,2.2808524221467836,1.2930963138193654,0.29678422924196635,Iris-setosa
+78,5.548353435172661,2.4135448481505115,3.8231674382249348,1.0028697184088937,Iris-versicolor
+79,4.996081456063901,3.4072623102036705,1.6199303711406803,0.3959743958241784,Iris-setosa
+80,4.4970270142195075,2.26825181112271,1.331100112120105,0.3277582562396506,Iris-setosa
+81,5.994826275171105,3.4081347848170847,4.51386128772561,1.6217850532787859,Iris-versicolor
+82,4.992056358069234,2.0,3.571879427900571,1.0007142580223407,Iris-versicolor
+83,5.287408308671487,3.4069904605868118,1.4592704235862906,0.2072145694477093,Iris-setosa
+84,6.22951492762068,3.01165698506346,4.633252218971657,1.4459331054622804,Iris-versicolor
+85,5.616676993664856,3.0,4.168543741309884,1.2949205839567244,Iris-versicolor
+86,5.058802968560274,2.461720292031215,2.980743791263632,1.0887046041772497,Iris-versicolor
+87,6.293478131351934,2.483944310182986,4.915185473308619,1.509935024223568,Iris-versicolor
+88,6.71057476387737,3.1032772014518772,4.7427320021987835,1.507287927613803,Iris-versicolor
+89,5.401005052442601,3.438988383794,1.7300675488301431,0.199826526045092,Iris-setosa
+90,6.224973640875601,3.2129601829229877,4.632307196126658,1.522760154624506,Iris-versicolor
+91,6.347928610439557,3.336671497204937,5.632475619079957,2.3607388907685145,Iris-virginica
+92,6.804667488747727,3.0200263550856854,5.347473303648011,2.213849333405239,Iris-virginica
+93,5.360694950813722,3.401887202885821,1.6326693699532469,0.20681422769216182,Iris-setosa
+94,6.7109832773849165,3.3055494248779973,5.73582042748922,2.106978173890683,Iris-virginica
+95,4.40000063068101,2.9398702154049765,1.3863016906192558,0.1996018721780946,Iris-setosa
+96,4.845132390751774,3.0,1.4460950710690261,0.1000000910449625,Iris-setosa
+97,4.817815106727985,3.0,1.4079747519661183,0.1,Iris-setosa
+98,5.7935326598351695,2.814369469745295,4.4543237158699185,1.2900460738238895,Iris-versicolor
+99,5.98651996901309,2.836246565916208,4.610072002698456,1.505295018879413,Iris-versicolor
+100,5.377140845806412,3.9,1.2911892556958835,0.4079721070152609,Iris-setosa
+101,6.29368652368904,2.4835570575933943,5.024520725244402,1.8704618645670013,Iris-virginica
+102,5.630703660243718,2.987624269440841,3.997395193718515,1.3109558962313737,Iris-versicolor
+103,4.919842306515434,2.443109670047389,3.3465059290804042,1.0503022082531648,Iris-versicolor
+104,6.473185197212601,2.9720788857122997,4.313612551925973,1.346916406267733,Iris-versicolor
+105,7.460636100216039,2.8459031734053384,6.45962750527216,1.867985204562476,Iris-virginica
+106,6.030082321384417,3.4000698939957164,4.505650725194881,1.572742603972797,Iris-versicolor
+107,7.058453173362641,3.0825041401669924,5.775282617916304,2.217144964237542,Iris-virginica
+108,7.899998418016091,3.784227766597777,6.4339107256842425,1.9836422569207974,Iris-virginica
+109,4.400000617213103,3.1676496382850123,1.3315614893801788,0.2007227605839205,Iris-setosa
+110,6.741077658959633,3.0,5.5612409720359315,2.0149458066098322,Iris-virginica
+111,6.092996713457027,2.812210122864927,4.726070829863883,1.1963219253096866,Iris-versicolor
+112,6.6332816317894565,3.1262668603317914,4.753957567058454,1.5237923710490664,Iris-versicolor
+113,4.908352517809192,3.1171835021646244,1.5764834746870078,0.1,Iris-setosa
+114,6.684729198334628,3.081967561534572,4.695725829228005,1.494191601248591,Iris-versicolor
+115,5.4240889041651545,3.380293199085677,1.826295566061806,0.19645796207623112,Iris-setosa
+116,5.215520245534965,2.72154976057081,3.95845020329095,1.4101831272469831,Iris-versicolor
+117,6.312378226101576,2.508134762473173,4.908938040179507,1.5136602400906287,Iris-versicolor
+118,6.460894157047886,3.0,5.792253336332429,2.135586836927654,Iris-virginica
+119,5.088598312773248,3.5111193052791116,1.3691826315523987,0.2904157121764624,Iris-setosa

iris/tab_ddpm/4_3/0/test.csv

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

iris/tab_ddpm/4_3/0/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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/4_3/0/val.csv

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

iris/tab_ddpm/4_3/1/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.191645538062125,3.3935453988389996,1.4024491965439005,0.20285993598565863,Iris-setosa
+1,4.619868174603444,3.5980962895822186,1.0000004900985753,0.2006350775948128,Iris-setosa
+2,5.346675471600372,3.758028135001573,1.6527018255933188,0.37800205933827447,Iris-setosa
+3,5.4088484334924924,3.8999995227238755,1.3069927217293595,0.36941724858377056,Iris-setosa
+4,5.7490575745156605,2.7804782620991366,4.058785885764357,1.144622755019393,Iris-versicolor
+5,4.8137972226564845,3.0,1.3803080305997295,0.2991109735334006,Iris-setosa
+6,5.005000695814854,2.0,3.4879483179139075,1.065090942830165,Iris-versicolor
+7,5.8436832057450205,2.7428539090609707,5.180260284038989,1.8901265031414929,Iris-virginica
+8,6.093794800513478,3.387781215615015,4.532980236983776,1.5928223517793934,Iris-versicolor
+9,4.830015551584812,2.4070818455656404,3.2428343755513254,0.896660719046195,Iris-versicolor
+10,6.618824112214894,3.0560839398487833,4.632720544355618,1.4636932976745503,Iris-versicolor
+11,5.182940142990289,2.704394033220657,3.8437516090685344,1.3906385976700677,Iris-versicolor
+12,7.352538736743806,2.881660911709407,6.320734881751757,1.8220304327120607,Iris-virginica
+13,5.994004685784993,2.93954208043777,4.465138576981578,1.5119111011144186,Iris-versicolor
+14,4.8954252918295005,3.0,1.381986836709555,0.20357466373136177,Iris-setosa
+15,4.400000560787737,2.8928397158360277,1.3955664878987077,0.18712915861016594,Iris-setosa
+16,5.011146574980004,2.0,3.31830332748007,1.0159291612774182,Iris-versicolor
+17,5.444342188636288,3.395223774217312,1.7465806456165691,0.20360282447055486,Iris-setosa
+18,6.275121299077992,2.558144091083507,4.987577959826207,1.5129348778716583,Iris-versicolor
+19,6.47496875069737,3.1878045434836224,5.153060637863786,2.0021367481166887,Iris-virginica
+20,7.9,3.811917740569604,6.407665573739221,1.9835048988389217,Iris-virginica
+21,6.720266395796144,3.2797326449797604,5.689850475146682,2.5,Iris-virginica
+22,7.707361011558644,2.589532185216626,6.899998677285877,2.3071973377151886,Iris-virginica
+23,7.2721911535045685,2.8993312494220342,6.235553908934371,1.8002477135342676,Iris-virginica
+24,6.805580944091959,3.1088789469653997,5.756504158551533,2.2481547350262314,Iris-virginica
+25,4.880441205498547,3.0,1.4095255335035863,0.251964445739085,Iris-setosa
+26,5.077827449687925,3.506990751426737,1.4013358228198227,0.2068534020671144,Iris-setosa
+27,7.738949584639801,2.5962516235701663,6.9,2.3099357994908716,Iris-virginica
+28,7.899998888000988,3.8089154569151322,6.443076254069123,1.9946196359298192,Iris-virginica
+29,5.838832424822499,3.0,4.266407282215607,1.5189719710567962,Iris-versicolor
+30,6.091586686620914,2.7951669778441945,4.660806355641131,1.16864640865116,Iris-versicolor
+31,5.79762260877316,2.7835708063107156,4.323682013761915,1.1792241186471688,Iris-versicolor
+32,6.742446794809661,2.51172607460817,5.815786968790461,1.802467015723587,Iris-virginica
+33,7.569047146480917,3.0,6.575341145246349,2.093846287198984,Iris-virginica
+34,6.777754383014189,3.2551315801290728,5.7770634010697535,2.2087132016321505,Iris-virginica
+35,5.570862095543812,3.7717796889888553,1.6385923106960458,0.29706135738908385,Iris-setosa
+36,5.873850011144348,2.983071095011446,5.019741195565515,1.8093706679301542,Iris-virginica
+37,6.655492406081119,3.0554410306032387,4.530773117933839,1.4994337222329166,Iris-versicolor
+38,5.980198035301516,3.0741726924838937,4.499513762128146,1.4302298190575977,Iris-versicolor
+39,4.583027259824431,3.6099256851001815,1.0,0.19380212836253213,Iris-setosa
+40,5.107849799825626,3.496382082650412,1.3808646448198183,0.19379958461700808,Iris-setosa
+41,4.8340235115750865,3.0,1.4562800335124886,0.10000013230662795,Iris-setosa
+42,5.9910389018866805,2.714800346257059,5.046188382565673,1.5703220843725452,Iris-versicolor
+43,6.764187312248227,2.778966184602216,4.7710005170848,1.3985922502947992,Iris-versicolor
+44,5.790061819227915,2.7660082893219973,4.046357075614697,1.0686264946922692,Iris-versicolor
+45,5.654362111536753,3.7880261088886376,1.7884654090034822,0.29888594123874423,Iris-setosa
+46,6.330031532395845,3.3858925206827557,5.605632698912274,2.398137906851236,Iris-virginica
+47,6.2330546298498435,2.198623698354564,4.475986370179698,1.4842534559735259,Iris-versicolor
+48,6.002869312073745,3.395993238071164,4.504017862798089,1.5818749873735451,Iris-versicolor
+49,5.255831778000737,3.6961642344673686,1.4920834326076546,0.19905369014352284,Iris-setosa
+50,5.596570941760879,3.0,4.531876326217223,1.5052583707776004,Iris-versicolor
+51,4.900590652297242,3.0,1.3965962779549161,0.1968767988700173,Iris-setosa
+52,5.6938697511730725,2.7950936816144134,4.039614210533356,1.229712174863683,Iris-versicolor
+53,7.702349330921409,2.601783109435667,6.899998818429868,2.308611849578595,Iris-virginica
+54,6.422784311773024,3.0,5.2750922294496885,1.9091187054890735,Iris-virginica
+55,5.097800217822718,3.4997574405073157,1.400656075726826,0.29882279675528334,Iris-setosa
+56,6.682440955271737,3.2957997965158685,5.694485628717866,2.1168051945110444,Iris-virginica
+57,5.700883763749833,2.8679184922815257,4.208025284374882,1.2549513497457068,Iris-versicolor
+58,6.427351968655708,3.0,5.690724646448392,2.0291123080376767,Iris-virginica
+59,5.191958631129227,3.391802741702088,1.4008958087932233,0.20081362103434464,Iris-setosa
+60,5.926124735375155,2.873658948686829,4.5436432990774485,1.282126405828249,Iris-versicolor
+61,6.930595460077324,3.0906909716352784,5.072049441455686,2.31179834944068,Iris-virginica
+62,5.141049284643221,3.772960145002614,1.693086097813576,0.19870626836674432,Iris-setosa
+63,4.8896240841880765,3.3659525629233835,1.4968168799809414,0.33979203386181556,Iris-setosa
+64,4.4,2.906456401959983,1.406342942796349,0.19440460474763224,Iris-setosa
+65,5.606398073766837,3.0,4.127094953564242,1.29963154319701,Iris-versicolor
+66,6.144021142103868,2.2063299033932458,4.44951903156453,1.4235741537278568,Iris-versicolor
+67,4.982065305197711,2.0,3.4707119890048523,1.0023370848377346,Iris-versicolor
+68,5.162674078401209,2.478681366831572,3.0735924223238937,1.0429194783303861,Iris-versicolor
+69,4.895015954096622,3.0,1.4001184292627784,0.20064818823008,Iris-setosa
+70,5.414783189016779,3.3844695684552306,1.9482445844065808,0.20347239739118744,Iris-setosa
+71,5.538980982631808,2.471370111839899,3.854788339238978,1.0854277692963947,Iris-versicolor
+72,4.509765873458233,2.289997310495075,1.2981181658801373,0.32386917557070893,Iris-setosa
+73,5.649466113745641,3.0,4.503762541030454,1.4974228495642974,Iris-versicolor
+74,5.525156573335944,2.4182320261785137,3.7212835590915243,1.0069133198549967,Iris-versicolor
+75,5.853554254993947,3.0,4.206841478946575,1.4909195670287059,Iris-versicolor
+76,4.932714454803522,2.424792381368619,3.272315361917715,1.0217558485555105,Iris-versicolor
+77,4.4,3.0480159168642986,1.3392578782753248,0.19959030141989886,Iris-setosa
+78,4.891969540185342,2.4070557170184945,3.147943526720438,0.9688413349007294,Iris-versicolor
+79,5.811735447266398,2.711582692494879,5.145833415256806,1.9200936536003732,Iris-virginica
+80,5.087265082444767,3.5090640918021414,1.4111390027278607,0.2991718182181329,Iris-setosa
+81,5.172347367016008,3.382330417598592,1.382292447169985,0.20212398241131957,Iris-setosa
+82,6.085038002171677,2.603568490323168,5.581474014917049,1.4051212260655301,Iris-virginica
+83,5.993969252333165,3.371469590950167,4.480937235589326,1.5419966186756389,Iris-versicolor
+84,6.940367221165097,3.0950399409128226,5.118195220970646,2.3157772850041645,Iris-virginica
+85,7.472596076720238,2.9089148259823108,6.445130620445181,1.882898171426523,Iris-virginica
+86,7.89999880150375,3.7997055849029393,6.366831763235776,1.9951086824066784,Iris-virginica
+87,7.707449269824663,2.7902091058953826,6.719167647597033,2.0003229538675544,Iris-virginica
+88,6.697280187747996,3.3214285048522605,5.707909332325991,2.499999302317522,Iris-virginica
+89,5.387971623837702,3.9,1.2779241741403555,0.34413133758149045,Iris-setosa
+90,6.059359965114864,2.355923749798319,5.30895448368585,1.4653900269212916,Iris-virginica
+91,6.1935333647208,3.3270251308030643,4.616517945463117,1.587917740260901,Iris-versicolor
+92,6.373301693819204,2.6038385207587686,4.768697787147379,1.3445659356356423,Iris-versicolor
+93,6.3868034520672845,2.8762339136324964,4.274752093836,1.285242802285183,Iris-versicolor
+94,7.211698052440632,2.90302718642407,6.210847176201086,1.7802552341388131,Iris-virginica
+95,5.424584382928224,2.921042341397335,4.317648731580864,1.451312350230006,Iris-versicolor
+96,5.110628797821804,3.498002202979257,1.3918928182036803,0.1964699880362906,Iris-setosa
+97,7.899998975616493,3.806878566939216,6.417491804771919,2.0226485488605124,Iris-virginica
+98,6.796101914743705,3.0,5.44312655822254,2.14563713748303,Iris-virginica
+99,7.557820681483284,2.8381225573095445,6.55797986347312,1.9158567962579278,Iris-virginica
+100,7.729088628013294,2.6038383657797532,6.9,2.2915478529375455,Iris-virginica
+101,5.990343936464861,3.381557371809029,4.535736618091432,1.575717456401622,Iris-versicolor
+102,5.608955831464864,3.0,4.09368787648169,1.302513487906489,Iris-versicolor
+103,7.899998955854311,3.816082602026759,6.352208886265896,1.9792496001767559,Iris-virginica
+104,6.486959767352069,2.9422821988579164,4.314684104256645,1.3327186454559086,Iris-versicolor
+105,5.748702679146737,3.044542489406701,4.267050716565208,1.3603785929934575,Iris-versicolor
+106,5.688813050154004,2.851630942196829,4.327171239097223,1.2674815835951736,Iris-versicolor
+107,5.602207395157038,2.947368616769194,3.7181507302993446,1.3128697370209716,Iris-versicolor
+108,6.556965980418313,3.0,5.44201318071068,1.8757968435628447,Iris-virginica
+109,5.615877065584799,2.5852125891614017,4.182854592464166,1.0994195986562572,Iris-versicolor
+110,5.972386499406254,2.1934135419488365,5.0071840395606095,1.499486453219186,Iris-virginica
+111,6.898534534447443,3.1963869317394242,5.74389304001894,2.291525425011613,Iris-virginica
+112,6.241950707995897,2.4300314827633227,4.973508349050501,1.832300851543141,Iris-virginica
+113,4.774652905900562,3.0,1.3466420103943164,0.1,Iris-setosa
+114,4.600317014450984,3.379771475263164,1.3793685271017004,0.30760029347121726,Iris-setosa
+115,4.891067022511821,3.1039525728932333,1.6516012989039945,0.1,Iris-setosa
+116,6.793095151434499,3.0,5.512228947389989,2.080346857875355,Iris-virginica
+117,6.756023406934028,2.7877737419271287,4.699117016898568,1.3660692289339045,Iris-versicolor
+118,5.7006156431730926,3.7938597626962927,1.5662211879249732,0.3559138980426107,Iris-setosa
+119,6.309277582053586,3.265711947692657,4.682791633360553,1.5546345453373547,Iris-versicolor

iris/tab_ddpm/4_3/1/test.csv

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

iris/tab_ddpm/4_3/1/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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/4_3/1/val.csv

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

iris/tab_ddpm/4_3/10/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.61007539350458,2.5051369516279016,3.8582739388012572,1.102632761649797,Iris-versicolor
+1,6.031688858604382,2.7032145818860314,5.2317756266538264,1.610236457459174,Iris-versicolor
+2,5.874379494742216,3.0,5.090005204495477,1.840887211218773,Iris-virginica
+3,6.0113946070826465,3.4055512151174923,4.480453879472267,1.5986214250865476,Iris-versicolor
+4,6.70407192008743,3.304139822207949,5.710857574854871,2.499999592057084,Iris-virginica
+5,5.68234421256691,2.913470652321557,4.079607886359238,1.2955351823960157,Iris-versicolor
+6,4.890229556661018,2.425116448006361,3.1358712712541985,0.8892369335878825,Iris-versicolor
+7,5.007217442029591,2.0000006232305574,3.496663599267574,0.9943473678671304,Iris-versicolor
+8,6.792649015992886,2.818793076255788,4.736777424820846,1.3993556908610991,Iris-versicolor
+9,7.6395630756702415,2.610647394122099,6.899996358929366,2.2758319672808214,Iris-virginica
+10,5.025471048781762,2.0,3.5825843277037612,0.918405302034689,Iris-versicolor
+11,5.929739419701151,3.0,4.159130402421038,1.5169347350749953,Iris-versicolor
+12,4.4,2.8514723439826444,1.4025108205390715,0.203177821806076,Iris-setosa
+13,7.7043307084189685,2.6250886432945832,6.899998674388711,2.29671315178586,Iris-virginica
+14,5.07275917695669,3.705198107316771,1.4835091037095913,0.36809062263284725,Iris-setosa
+15,5.537769497995701,2.4127419344004126,3.801413304139291,1.0550232076826775,Iris-versicolor
+16,5.110177909714037,3.775407260526909,1.6305887730945872,0.20158934023063924,Iris-setosa
+17,7.630874760420451,2.9254940797407865,6.654307703889406,2.0263731642748577,Iris-virginica
+18,5.902001699984425,3.0,4.171007610034287,1.4940603107747232,Iris-versicolor
+19,5.963600853562752,3.3967637466291083,4.474517493467242,1.565089685645909,Iris-versicolor
+20,5.110239434030595,3.6541342549182834,1.4916146023253551,0.4334544300466201,Iris-setosa
+21,4.901183321132048,3.0,1.4034170847089762,0.20171341611169744,Iris-setosa
+22,6.049907340405956,2.99166233910282,4.600868460483174,1.3754986823172188,Iris-versicolor
+23,5.966845453921031,2.940601659741071,4.487568799180396,1.491914754928722,Iris-versicolor
+24,6.830143410816517,3.137201570428026,5.11702507975223,2.275542338581626,Iris-virginica
+25,6.646983845263875,3.1900159730069366,5.1732942891292275,2.249154470383656,Iris-virginica
+26,4.810327271858337,3.0,1.3970737292545883,0.10000011793572794,Iris-setosa
+27,7.714208191498803,2.5880413815477428,6.8999985774697015,2.275345085176678,Iris-virginica
+28,5.356861351403269,3.4149235041188786,1.495411243627626,0.4537512662749593,Iris-setosa
+29,6.673184336562333,2.4715980500716443,5.740391966329319,1.7948527759694155,Iris-virginica
+30,4.49103968057973,2.298323963328578,1.2993588136542993,0.2970966835759171,Iris-setosa
+31,6.710498178623009,3.1082804944915137,4.694735373577499,1.4958462325044017,Iris-versicolor
+32,6.299092395602016,2.5043898111965843,5.005255676719252,1.8677034887399109,Iris-virginica
+33,7.712852981958593,2.80057328774955,6.697162627670249,2.0042777997244596,Iris-virginica
+34,5.00479308465149,3.6446887010569307,1.4076805618033137,0.20137810978443194,Iris-setosa
+35,6.314464876025461,3.4052652106977526,5.620609512819239,2.4104822429854806,Iris-virginica
+36,6.046120470065483,3.3964941147368726,4.56579283103058,1.632991805498004,Iris-versicolor
+37,5.092266254713618,3.674711350899234,1.5511197619639283,0.4006837196915237,Iris-setosa
+38,5.223956356878707,3.402934407260036,1.4049889285269985,0.200781019740241,Iris-setosa
+39,6.21081560998148,2.238219670126257,4.516195445621556,1.4866920085722206,Iris-versicolor
+40,5.876318908989888,2.784894066059937,4.521412068863541,1.2081975570328982,Iris-versicolor
+41,6.680354823232182,3.2887794520775993,5.692453875740542,2.09766370578654,Iris-virginica
+42,6.6648792406435335,2.6733635373102262,4.79260658721013,1.4257313861516407,Iris-versicolor
+43,5.883981741416368,3.0,5.056411980040709,1.8206302151963156,Iris-virginica
+44,5.05884468842452,3.557458391610284,1.406734031791013,0.19575602541157555,Iris-setosa
+45,4.993016051807409,2.0000006555232717,3.336075971279419,1.0098320208178084,Iris-versicolor
+46,5.113175219095082,3.689769555493474,1.5225091857112736,0.43788713612673497,Iris-setosa
+47,4.606140421967921,3.6220414355822292,1.0000004048922972,0.20085203527371634,Iris-setosa
+48,5.75540845583822,2.643519888015037,4.051176346939665,0.9146839570739627,Iris-versicolor
+49,6.493785389118786,3.204803795339345,5.072955523776885,2.006222448384394,Iris-virginica
+50,6.0257100658044465,2.194548642914574,5.0630926342177025,1.490478066993498,Iris-virginica
+51,6.28418976214339,2.217179576882054,4.507989645670025,1.504427800557302,Iris-versicolor
+52,5.158667183732539,2.661891653844061,3.732270514499506,1.3647773627643525,Iris-versicolor
+53,6.315838860808907,2.3586978231096793,4.757715642765085,1.4887989234368297,Iris-versicolor
+54,5.75172442242643,2.7873475408250026,4.566201763299454,1.2790760851619918,Iris-versicolor
+55,6.025774274728729,2.2150871321039767,4.988597495325553,1.5132809832590532,Iris-virginica
+56,5.965255281730587,3.0,4.5262755650905495,1.418226943331393,Iris-versicolor
+57,5.887837300909495,3.0,4.190543925574968,1.486910618398084,Iris-versicolor
+58,6.30474759870722,2.9072966810741545,5.621075891857835,1.8054631747078431,Iris-virginica
+59,6.829604494130535,3.04407859244176,5.2499024233647225,2.2337859028052325,Iris-virginica
+60,6.181849975577992,2.1971944925582685,4.485323571378865,1.4998929566659034,Iris-versicolor
+61,6.309946523009972,2.466991085408371,5.053612734223746,1.881122007962251,Iris-virginica
+62,5.854874359750148,3.0,5.132037982480501,1.8096555474617395,Iris-virginica
+63,5.910524419001753,3.0,5.050349373861568,1.8034437682940436,Iris-virginica
+64,5.6224190006220836,3.0,4.50141690839056,1.4972488303740925,Iris-versicolor
+65,5.1306230879810215,2.520202584044599,3.0413160459331507,1.1740541064440853,Iris-versicolor
+66,5.189483350317352,3.7990418703469766,1.6365457023865235,0.19564393370628838,Iris-setosa
+67,6.305517133035948,2.320192061413618,4.453051169733208,1.3142954114935597,Iris-versicolor
+68,5.716823925715438,2.822345593306692,4.507625879442,1.3082844860107203,Iris-versicolor
+69,6.846670256835914,3.0,5.605008989077068,2.0704630340398156,Iris-virginica
+70,7.681887593074185,2.8008310329900077,6.680937343192304,2.0168227474759934,Iris-virginica
+71,6.3919952172069525,2.910795008377771,4.319936914357007,1.3072061418910224,Iris-versicolor
+72,6.4943037015495335,3.0,5.872552641430634,2.1812130686639266,Iris-virginica
+73,5.58158679670821,2.919279557277982,3.7002806791865774,1.2969514847896213,Iris-versicolor
+74,5.734339235854212,2.8511491851958173,4.469810398570397,1.298683642964106,Iris-versicolor
+75,4.496581166977217,2.326934629231393,1.3277714741377855,0.3390046574186986,Iris-setosa
+76,5.203246856737157,3.411924777354395,1.3915676691796384,0.20008925609329611,Iris-setosa
+77,4.4,2.9182118295863093,1.410933034461545,0.1982640249526707,Iris-setosa
+78,6.512408181984664,2.987989727879593,4.338710532922629,1.3504148480024472,Iris-versicolor
+79,4.400000509608336,2.877575150373853,1.355099875535378,0.19820254712545615,Iris-setosa
+80,5.051840599681165,3.4034165419427946,1.5454113580303144,0.4372334510987377,Iris-setosa
+81,5.596356925634899,2.9164458194523726,3.499697944973871,1.2942722169470608,Iris-versicolor
+82,6.013454144685169,2.7079596580528107,5.098278237464136,1.5904028267831365,Iris-versicolor
+83,4.6067270463000884,3.403639355211069,1.4008672445257573,0.31885177974358786,Iris-setosa
+84,4.866974065199657,3.0,1.4005182822708386,0.2680802766934721,Iris-setosa
+85,5.010793543390706,3.604696505227716,1.3716369176107053,0.19725378939410443,Iris-setosa
+86,6.053108752014815,2.956053575655533,4.3314534110229745,1.4922550680364046,Iris-versicolor
+87,6.30501104480239,3.41444580980851,5.610359263939633,2.4050599251344953,Iris-virginica
+88,7.694375081343885,2.614329244102452,6.899997896300963,2.277668605451083,Iris-virginica
+89,5.003339547160694,3.4133944353880272,1.4968430602861682,0.4308743491343755,Iris-setosa
+90,4.594562800182714,3.612436401765103,1.000001261537665,0.21367249638449576,Iris-setosa
+91,6.163553272547901,2.1975102611265167,4.51474355664035,1.4963358216111993,Iris-versicolor
+92,6.009670461873545,2.7008034952604665,5.101508612124145,1.654196624310982,Iris-versicolor
+93,5.202542333649475,2.7098718016088745,3.8977625274796726,1.4098202735001737,Iris-versicolor
+94,6.494049818684124,3.0,5.848356464826686,2.185304070894954,Iris-virginica
+95,7.6760780153877395,3.0,6.651938020133814,2.0923030827258287,Iris-virginica
+96,5.288695583853347,3.6555533521617734,1.4986535513426213,0.1991955716702033,Iris-setosa
+97,7.9,3.8238992152081117,6.410709786643321,2.0153650453999403,Iris-virginica
+98,7.043452645356205,3.0,5.802246285020973,2.1140961836810988,Iris-virginica
+99,5.541641438947727,2.4646233510044,3.7460576261030267,1.0482932965001794,Iris-versicolor
+100,5.137684978077243,3.6815167507086244,1.4950681744709808,0.3139650819887873,Iris-setosa
+101,7.631217117488888,2.969926039589567,6.6184040707271565,2.053894094407766,Iris-virginica
+102,5.979745849985932,3.411343564210813,4.465389304380002,1.5845062332564435,Iris-versicolor
+103,6.473605005335859,3.1839303694730767,4.650355755337745,1.533053539921426,Iris-versicolor
+104,4.990334712607362,2.475219788725865,3.445905550655429,1.0947211219778115,Iris-versicolor
+105,6.207561133026043,2.517965238274067,5.121188389449833,1.902548348139177,Iris-virginica
+106,4.40000073320099,2.8984460164935593,1.4011023062362595,0.2020292598294157,Iris-setosa
+107,7.710739284316883,2.9552087359521146,6.687597954959809,2.065287139074821,Iris-virginica
+108,4.586186498857628,3.6204396505966354,1.0000003862306295,0.19851138455348855,Iris-setosa
+109,5.603102289088421,2.469014956596772,3.900335604462381,1.0709979317960197,Iris-versicolor
+110,7.658092252262703,3.0,6.638332544363792,2.0908208668865202,Iris-virginica
+111,5.037408022570475,3.5448380663297865,1.4016914556614182,0.2081377111630383,Iris-setosa
+112,5.338368878538888,3.57897898713494,1.4990863215719212,0.19791865274909176,Iris-setosa
+113,5.094453890569094,3.282211300586098,1.4224646076952436,0.20428767393399802,Iris-setosa
+114,6.688408041275893,3.0966508168967346,4.682001740114148,1.4982591343190435,Iris-versicolor
+115,6.482294983405705,3.177123363917518,5.131411721180981,1.9817864914494812,Iris-virginica
+116,6.124152061278666,2.7712759835000385,4.7591194797560465,1.1813102757668181,Iris-versicolor
+117,6.714329036556433,3.126167949756254,4.755241954145857,1.5181268835601112,Iris-versicolor
+118,5.160851549639425,3.3840333232182083,1.4061307174536946,0.19883777864229546,Iris-setosa
+119,4.903207043307534,3.0,1.3929110114288579,0.22964320005165245,Iris-setosa

iris/tab_ddpm/4_3/10/test.csv

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

iris/tab_ddpm/4_3/10/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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/4_3/10/val.csv

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

iris/tab_ddpm/4_3/11/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.20437270209055,3.3861643579295655,1.6110054181385378,0.44048120346593134,Iris-setosa
+1,6.6962497916167525,3.2832675917093583,5.706210347500352,2.499999534269909,Iris-virginica
+2,6.764526215515327,2.7817606231009373,4.777439038061641,1.394679468113299,Iris-versicolor
+3,5.687536338557311,2.838177768588744,4.356334107327213,1.309115167268066,Iris-versicolor
+4,4.994138253315163,2.0,3.2780739452394982,1.0584098825271921,Iris-versicolor
+5,4.895501149470121,3.11417575522643,1.6002356497568975,0.10000013254809106,Iris-setosa
+6,4.869194328196589,3.052316823979715,1.4933517131237724,0.10000010474272886,Iris-setosa
+7,4.790792235264101,3.0,1.368818640058007,0.1,Iris-setosa
+8,6.281094642861693,2.8916307100778127,5.597518922112913,1.776543419390849,Iris-virginica
+9,5.694332875323064,2.9131798847822132,4.41341521138503,1.314169424476548,Iris-versicolor
+10,6.953565391876628,3.190748309372051,5.721091205107122,2.2916471130370137,Iris-virginica
+11,6.04075695934348,2.214440536769044,4.990304136932827,1.502606872175152,Iris-virginica
+12,7.335824861872876,2.9403869052993628,6.34123706596772,1.9469367416777306,Iris-virginica
+13,5.04053426147358,2.485346172881855,3.167120097867934,1.0639519848848487,Iris-versicolor
+14,5.244401491285859,3.403919326818535,1.6512043615215974,0.4488139020674693,Iris-setosa
+15,5.3274153352320965,3.7527418868702913,1.7158640345813352,0.20680490427107023,Iris-setosa
+16,7.899998605178816,3.7987107511979152,6.3979128409918395,1.989972136250754,Iris-virginica
+17,4.876913704316015,3.074235881290816,1.4807361379331134,0.10000009658186362,Iris-setosa
+18,5.796670694417686,2.683394727604116,5.117809680618256,1.8975015876368433,Iris-virginica
+19,5.868124372551807,3.0,4.176805703329882,1.4988005123238248,Iris-versicolor
+20,5.719705043544091,2.9297071090683664,4.222131899244978,1.3073689197366671,Iris-versicolor
+21,7.703983012854048,2.6184593404438012,6.899998456731249,2.3013890965302766,Iris-virginica
+22,6.688509150445955,3.2926528051342854,5.685401959338125,2.499999452705005,Iris-virginica
+23,6.601515102956832,3.290486080649205,5.581708181234194,2.0704830399105023,Iris-virginica
+24,6.631072658993903,3.0688682047112947,5.880085863361226,2.2663569094173845,Iris-virginica
+25,7.726060160549104,2.592230551562009,6.9,2.318907843767779,Iris-virginica
+26,5.587943247760955,2.5296873010656413,4.011367655616165,1.1519549959774293,Iris-versicolor
+27,7.9,3.8120777622558095,6.392996038613743,1.999139167468213,Iris-virginica
+28,4.8973800560822465,3.0,1.3899266135079331,0.1979874037028653,Iris-setosa
+29,6.6219975898686885,3.0,4.466036190928273,1.3885339552161136,Iris-versicolor
+30,6.2882396280028745,2.294291788613717,4.431855532268526,1.304776489234212,Iris-versicolor
+31,6.002255071867061,2.6951959875709064,5.179141255897876,1.6184626524108445,Iris-versicolor
+32,5.335014243779058,3.7582680336894247,1.4939381282262996,0.31904163003348074,Iris-setosa
+33,5.377922792589966,3.4073320995283054,1.5591044986670797,0.1999301419292398,Iris-setosa
+34,5.314299393043213,3.387977824862738,1.499804636869664,0.4291357317740229,Iris-setosa
+35,6.596251247473588,3.062612835543861,5.277650366862738,2.0317003669576734,Iris-virginica
+36,6.0799665403252945,2.6207623088243897,5.596232483083979,1.4226447141924814,Iris-virginica
+37,6.2957060366504995,2.5169562529883716,4.913658682672684,1.5057247620571486,Iris-versicolor
+38,4.990364999368507,3.6150559106250935,1.4014712084786676,0.20549523565198652,Iris-setosa
+39,5.16583873286015,3.3852858694387544,1.497888973193213,0.1992094722177199,Iris-setosa
+40,5.188232893120918,2.698980400878972,3.9217291404885346,1.3996525688293466,Iris-versicolor
+41,6.684382651295207,3.297364439622335,5.683788327646839,2.5,Iris-virginica
+42,5.649586489829798,2.5320348484978163,3.9792607241039337,1.105179299923235,Iris-versicolor
+43,5.007172513283263,3.603953630783968,1.4017315387162292,0.19643098583740742,Iris-setosa
+44,5.230262351872052,3.686893227242659,1.4949390184929239,0.19712401147434822,Iris-setosa
+45,5.455876456913333,2.365201817391804,3.646448784313267,0.8411647011556531,Iris-versicolor
+46,5.150409147123167,3.7547463219229997,1.4945924472550565,0.2071793228162664,Iris-setosa
+47,4.895226038522225,3.108302391965464,1.4980124019912238,0.1,Iris-setosa
+48,4.4,3.222605789279568,1.3002651455391394,0.1986254457935493,Iris-setosa
+49,4.994431621204173,2.0,3.394775256798911,0.9311121022212911,Iris-versicolor
+50,6.001727652521686,3.37640459182769,4.526524906854018,1.5983410708537267,Iris-versicolor
+51,5.639756425859028,2.905317444905447,3.861800574593796,1.3197397449371495,Iris-versicolor
+52,6.888897644405438,3.1004473699015844,5.07656867405903,2.2987705848712077,Iris-virginica
+53,5.930138323135946,2.7396831333344696,4.6177920494234295,1.1849995138178557,Iris-versicolor
+54,6.686500660463804,3.291329726966506,5.71367206190574,2.5,Iris-virginica
+55,6.7032316946097685,2.4927858039601505,5.855112002768491,1.822155880231243,Iris-virginica
+56,6.257413581056431,3.3292736043183573,4.658098782669797,1.5963437265023832,Iris-versicolor
+57,4.400000442100072,3.0,1.3337036211229027,0.18348790320421376,Iris-setosa
+58,5.127875617101026,3.8086889466667193,1.7479325751750912,0.19590261923756996,Iris-setosa
+59,7.707819183286127,2.591903041088332,6.899998901170059,2.294990570085255,Iris-virginica
+60,6.080825227099072,3.3807220094702237,4.510958374626648,1.601711334688244,Iris-versicolor
+61,6.245817926670558,2.268688200095766,4.483984776005237,1.4150941139751743,Iris-versicolor
+62,6.9622415649618015,3.083080122049936,5.081633331543342,2.301031170011124,Iris-virginica
+63,5.00244192927658,3.5586735795186355,1.4040748044888032,0.19510067490718028,Iris-setosa
+64,7.294393084266963,2.905730144016679,6.228663627344828,1.8208846656140134,Iris-virginica
+65,5.892405262323619,2.7930430607673435,4.521400897233871,1.1884514395675967,Iris-versicolor
+66,6.704038558622262,3.109808840318918,4.715725171366664,1.5057646775593538,Iris-versicolor
+67,6.493075841448122,3.0,5.775548217258871,2.1567255716222555,Iris-virginica
+68,5.017976221626949,3.4048668294172435,1.6900758208453834,0.42803722369626185,Iris-setosa
+69,6.192013983120865,2.8451978967120835,5.580693059113877,1.750046027356825,Iris-virginica
+70,6.304876594648747,2.4701748792301914,4.980583113880875,1.897696608816759,Iris-virginica
+71,6.095928794229483,2.2690637292694498,4.981637218309996,1.5302674470242617,Iris-virginica
+72,4.857975497383622,3.0,1.3873175945297722,0.22712091760649944,Iris-setosa
+73,7.899998954218885,3.811584185679267,6.4142927046962575,1.9874555031706027,Iris-virginica
+74,5.960133743408209,2.8202393137173356,4.66429194525088,1.2562009785867196,Iris-versicolor
+75,6.316685260842094,3.3654707890649864,5.580993070582901,2.3965013653802836,Iris-virginica
+76,5.069012409017333,3.5499892437353546,1.3768235156924324,0.21303149475657027,Iris-setosa
+77,6.393187767494288,2.8897224347336055,4.292491279676829,1.2821316991052139,Iris-versicolor
+78,5.991736771469058,2.6817274580974386,5.111441794722503,1.6248336141352215,Iris-versicolor
+79,6.278399487914705,2.502741147961132,4.99147507159502,1.9029609659121407,Iris-virginica
+80,5.410542372334507,3.383506605837651,1.644246591230418,0.2087149668696447,Iris-setosa
+81,6.70151450854297,3.081454367977132,4.727189774618151,1.5017684476778115,Iris-versicolor
+82,5.540105562900602,2.6723189646560908,4.416800321717155,1.2947615332993156,Iris-versicolor
+83,5.013290378889587,2.0,3.4884031122590047,0.9621360709906319,Iris-versicolor
+84,5.891703983798329,3.0,5.087745302688022,1.813806259716564,Iris-virginica
+85,4.8509723585787965,3.0,1.3929748351928561,0.25764614713452966,Iris-setosa
+86,6.007243778962043,2.229856377576563,4.995939981893582,1.4993128974415653,Iris-virginica
+87,5.098845320269296,3.768192722458984,1.5427073445931374,0.20344996713897584,Iris-setosa
+88,4.980340433188175,2.0000005989668255,3.3885471915479886,0.9663527690221856,Iris-versicolor
+89,5.62133000126769,3.0,4.52855597245341,1.4928602393908517,Iris-versicolor
+90,4.900056821129388,3.133608323138161,1.5729054657808115,0.10000011089965884,Iris-setosa
+91,5.698885775868751,2.8741101276271626,4.397482986137225,1.2820502879330724,Iris-versicolor
+92,5.07341991363908,3.783567321903142,1.7123838470912336,0.20051792627408732,Iris-setosa
+93,4.595773805712444,3.6050760463247213,1.0000004117076562,0.19622170276722006,Iris-setosa
+94,4.602435689020729,3.6059820270084026,1.0,0.19282496178559416,Iris-setosa
+95,6.721274075593818,3.3080290588036507,5.73149488327662,2.4999994835333768,Iris-virginica
+96,5.0017261533042525,3.398055671253608,1.5582316243252865,0.44013497495711373,Iris-setosa
+97,6.0291939325698625,2.2018733666404406,5.006542559503204,1.4951804973010014,Iris-virginica
+98,5.404524190618489,3.3889000084859893,1.531177560959496,0.1937584982795669,Iris-setosa
+99,6.589526850065843,3.0232799097575938,5.929145121311787,2.264941985192926,Iris-virginica
+100,6.682728364768032,3.105235863775503,4.675189738441877,1.4832951180134073,Iris-versicolor
+101,5.620169296045844,2.8843718513114203,3.7105927189712977,1.2804773494657749,Iris-versicolor
+102,4.928494048964095,2.4146642563129035,3.313864475429339,1.0508191815339607,Iris-versicolor
+103,6.11552467217279,2.6120493797809083,5.614844844607901,1.4076587119376396,Iris-virginica
+104,5.62473847990684,2.552378071061189,3.915887267278787,1.11555712605482,Iris-versicolor
+105,4.969670101046543,3.390855238239014,1.5937965406473609,0.37279900394124077,Iris-setosa
+106,5.916082860566223,3.0,4.213627717572298,1.4920664282898701,Iris-versicolor
+107,5.611954168656751,2.9452990333771956,3.7996153408444755,1.305943630280213,Iris-versicolor
+108,6.950509278834926,2.5755131589930995,6.16266492996328,1.858653466582597,Iris-virginica
+109,6.811464440017998,2.774311245511626,4.8213282698375854,1.402150743098787,Iris-versicolor
+110,7.696196565085726,2.595914343391102,6.9,2.2824033234829533,Iris-virginica
+111,5.021469121952366,2.000000597476805,3.5841688011311517,1.0238222097050584,Iris-versicolor
+112,5.997675210290089,2.86529327260786,4.5544948216794445,1.3025036210802614,Iris-versicolor
+113,7.9,3.789952632430833,6.4067400164444726,2.0094223267926283,Iris-virginica
+114,4.58638462574572,3.630316416729502,1.0,0.20096537640422008,Iris-setosa
+115,7.612622627314726,3.0,6.60946171493402,2.1055206030634617,Iris-virginica
+116,5.401957644621887,3.899999532025305,1.2984458908497651,0.4414318664399732,Iris-setosa
+117,6.059991062256937,2.240629314270625,5.056679554806465,1.5183787813371141,Iris-virginica
+118,6.790657768293805,2.9728767893394266,5.709036600679338,1.986408774464026,Iris-virginica
+119,7.9,3.8128121410207623,6.378233898453929,2.01258289878579,Iris-virginica

iris/tab_ddpm/4_3/11/test.csv

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

iris/tab_ddpm/4_3/11/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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/4_3/11/val.csv

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

iris/tab_ddpm/4_3/12/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.5218984966706275,3.1932516056234332,5.072233865532621,2.018489601857053,Iris-virginica
+1,6.3232202612229935,2.9298528497462137,4.348911253222364,1.3303522633647735,Iris-versicolor
+2,5.369749469782214,3.9,1.282264510276324,0.3581944334722383,Iris-setosa
+3,5.390523352010851,3.4035491811373517,1.5564287523556188,0.4225153367436083,Iris-setosa
+4,6.905970108580686,3.117380692477299,5.092441757001714,2.300082369610791,Iris-virginica
+5,5.689879489766228,2.784618199969474,4.480509177018829,1.2701092943039636,Iris-versicolor
+6,5.904708233823016,3.0,4.2136938936482276,1.505834762717577,Iris-versicolor
+7,5.8607700622855115,2.7491471904293205,4.219561103463395,1.0241312577774662,Iris-versicolor
+8,6.446168350325953,3.12147245877906,5.124648154609392,1.9551445618630232,Iris-virginica
+9,4.897644585637087,3.076671941526725,1.4848620719479262,0.1,Iris-setosa
+10,4.873840498987994,3.373055630264357,1.4926238881894573,0.20431842041573095,Iris-setosa
+11,5.09248943789161,3.496953887399143,1.393979729836635,0.29963443728876044,Iris-setosa
+12,7.9,3.815081380978362,6.460328867742196,2.021149869180788,Iris-virginica
+13,6.309835915098724,2.3083401873750375,4.419411896677009,1.3254146048496172,Iris-versicolor
+14,5.647107037517902,2.930691224968167,4.072017905350932,1.297871956785749,Iris-versicolor
+15,5.6242931247261305,2.5237943882288794,3.875129515067987,1.0089620562064787,Iris-versicolor
+16,6.108938296141121,3.0,4.615803488845548,1.4079391893747688,Iris-versicolor
+17,4.79587702666036,3.0,1.400599422311239,0.30949808735267736,Iris-setosa
+18,5.207939305694428,3.7303620884037496,1.5319105134402793,0.19347340525326767,Iris-setosa
+19,5.295354235888554,3.771524886945106,1.5661130827413365,0.2252169605309723,Iris-setosa
+20,7.480702314861303,3.0,6.49668415095612,2.0957828640398377,Iris-virginica
+21,6.08710117626022,3.0,4.615504080446353,1.4130888852589485,Iris-versicolor
+22,7.9,3.787309924487956,6.40624401645645,1.9873156649169224,Iris-virginica
+23,4.8235269237750815,3.0,1.4003839171853745,0.10000009712719496,Iris-setosa
+24,5.888007577844329,2.8074927736256097,4.748771133017457,1.5066972956147813,Iris-versicolor
+25,4.818770337895167,3.4012138754353907,1.4978567887533478,0.20734936649622845,Iris-setosa
+26,4.570105599944088,3.400640765067403,1.374404826793557,0.2980302247275024,Iris-setosa
+27,6.103264634424928,2.8022697261298304,4.687011162115589,1.205543453189721,Iris-versicolor
+28,4.400000569694739,3.2039476173032333,1.2957553388799234,0.20020821144511589,Iris-setosa
+29,5.667406507421574,2.7288097115443173,4.44954235631423,1.253067203629965,Iris-versicolor
+30,7.696809908600789,2.6378543235622764,6.899998139679729,2.2983122642837097,Iris-virginica
+31,6.669537960105697,2.4885341338985616,5.809970034186177,1.8103186323987286,Iris-virginica
+32,5.599463995678912,3.0,4.094691281563698,1.3025951641115552,Iris-versicolor
+33,4.856431142936406,3.0,1.4004333996169818,0.32229460463524695,Iris-setosa
+34,4.617769175116331,3.598182909656807,1.0,0.1979742676364638,Iris-setosa
+35,5.407910951517692,3.3814350252166903,1.8019596038391743,0.19687079741517063,Iris-setosa
+36,6.640346385766116,3.2885526927368267,5.6336321277221515,2.063545405641532,Iris-virginica
+37,6.396289799297796,2.866529275373075,4.268045226824689,1.2561067084395892,Iris-versicolor
+38,6.552749735559909,3.1843560818447294,5.753850999717962,2.1805050653812654,Iris-virginica
+39,5.14199593449048,3.470045203422527,1.3945236065980733,0.19886889019402337,Iris-setosa
+40,6.266756323918552,2.4030827948357167,4.776824734925357,1.5053648466583531,Iris-versicolor
+41,5.140854898069151,3.503981052284017,1.5862657356813785,0.4261451755463036,Iris-setosa
+42,5.612871376112072,3.0,4.135159237865462,1.3054326591661576,Iris-versicolor
+43,5.1813753187902805,2.6836668561430184,3.7594159815034205,1.3896011901126393,Iris-versicolor
+44,6.417285268924882,2.9007221666791114,4.258723368509759,1.3142540974258645,Iris-versicolor
+45,4.944986529861799,2.429147260776393,2.9067104939428616,1.0371277699153707,Iris-versicolor
+46,6.497763677747653,2.9763571515254132,4.350575252821916,1.3598138295497406,Iris-versicolor
+47,5.477665997268837,2.40980244577348,3.702105142838976,0.9411256174940874,Iris-versicolor
+48,5.697548424878659,2.79247577099573,4.536653223838547,1.273566477154731,Iris-versicolor
+49,5.316605800079648,3.9,1.2927104982589457,0.38289906234254356,Iris-setosa
+50,5.55800653251434,2.5738790291184914,3.8253790720692717,1.087159080109219,Iris-versicolor
+51,4.871598898417961,3.0,1.3747338612478903,0.21592241383898353,Iris-setosa
+52,7.689055778080009,2.606415344644614,6.899998880553625,2.2954847529115705,Iris-virginica
+53,4.790353675821738,3.3865581093154886,1.567912742089533,0.19593370482765282,Iris-setosa
+54,6.064482445073539,2.5977162796692053,5.607247348725122,1.387606155642757,Iris-virginica
+55,6.708073041558476,3.100238295675605,4.723319497712074,1.4938850610962648,Iris-versicolor
+56,7.625320419929847,3.0,6.617701153908834,2.084752027416701,Iris-virginica
+57,6.4525071714848785,2.9567679301953236,4.327875458680206,1.3275069883428208,Iris-versicolor
+58,6.306747268756787,3.411446287085167,5.613598617541674,2.3973065080812117,Iris-virginica
+59,7.701651873211831,2.5847670861519485,6.9,2.2944079592262265,Iris-virginica
+60,4.909436773347804,3.105742810448924,1.4951619967802543,0.1,Iris-setosa
+61,5.35537898504739,2.506413475091172,3.6112199323738743,1.0676580931190125,Iris-versicolor
+62,6.311384693177133,2.846476836199901,4.270833271386506,1.2203113240164531,Iris-versicolor
+63,5.683447899660935,3.0,4.444848755104822,1.4896401912077364,Iris-versicolor
+64,5.045501400547518,3.551179828171498,1.4105987598818002,0.20121825630555523,Iris-setosa
+65,4.6084196154514245,3.5857222649930636,1.0000003791863308,0.20184370346661284,Iris-setosa
+66,6.2660717032999775,2.4366568041020593,4.843024943596381,1.4838895209328957,Iris-versicolor
+67,5.432973089787721,3.9,1.2890277837866968,0.4190070981478045,Iris-setosa
+68,5.826214757366592,2.7456334843032355,4.615143301837224,1.239362990119939,Iris-versicolor
+69,5.692675163019639,3.0,4.517467109402172,1.5019049970188745,Iris-versicolor
+70,6.653018388539204,3.0,4.51887886880339,1.444346630371167,Iris-versicolor
+71,5.352120901186721,3.8999996081084305,1.297048314128628,0.49755134351428687,Iris-setosa
+72,5.667228941745198,3.7924164844220902,1.5617641829525228,0.29755735036722253,Iris-setosa
+73,5.009662978831019,2.000000835804411,3.530734959867286,1.0414658919014197,Iris-versicolor
+74,5.1298068878792975,3.4886746784339597,1.4007535568412508,0.29150199834028895,Iris-setosa
+75,6.067401946607861,2.8421769845570464,4.672133905191342,1.2454292092480266,Iris-versicolor
+76,4.986969946348045,2.000000605548122,3.4008620137300127,1.0152462416304435,Iris-versicolor
+77,6.170329454764714,2.3485109028729836,5.015068761918736,1.7348203427349131,Iris-virginica
+78,6.806711133315215,3.0,5.400567931978025,2.141357933422627,Iris-virginica
+79,5.5755388488526885,2.976476599804982,3.8854176185937295,1.303176560873044,Iris-versicolor
+80,6.806382978829429,2.8147299666851366,4.822709294512025,1.4058830226004941,Iris-versicolor
+81,6.253644845656564,2.22272133199378,4.4802209445533006,1.4841730538691056,Iris-versicolor
+82,4.914465214801652,2.40956754402811,3.269228788397111,1.0163488311829512,Iris-versicolor
+83,5.501060734206014,2.5585865042112537,4.292798236631637,1.1368496719460268,Iris-versicolor
+84,4.892554897469524,3.0,1.4184421640999476,0.34823333521562416,Iris-setosa
+85,4.785545483166654,3.0,1.37887806654561,0.1,Iris-setosa
+86,6.254216028694567,3.248518233990933,4.681567217890646,1.5329203825980802,Iris-versicolor
+87,6.29649868363067,2.3002219913362545,4.3674259427002955,1.2842203936316212,Iris-versicolor
+88,5.114123491868412,3.4904780149731267,1.3943033996370924,0.29925520154477114,Iris-setosa
+89,6.713862439659801,3.099826639475693,5.679812856617097,2.0922551998048537,Iris-virginica
+90,6.516470258201907,3.1969269186872027,5.075986363521781,2.0294208464296077,Iris-virginica
+91,5.63194144547455,3.0,4.481426811106086,1.507674262004684,Iris-versicolor
+92,5.56771232377673,2.683201147015163,4.474021458090159,1.2437956883939094,Iris-versicolor
+93,5.010847417207706,2.477079939006258,2.9918732766947143,1.084698835355048,Iris-versicolor
+94,7.720067494080048,2.806018940400165,6.718006878224829,2.0066396944228857,Iris-virginica
+95,6.851310983553373,3.1054086270025576,5.118892945023485,2.2925358957876196,Iris-virginica
+96,6.707368792281163,3.1399259566989377,4.708976315677815,1.513751144587872,Iris-versicolor
+97,6.32663410238802,3.3686833445849755,5.623438076045661,2.392412189802557,Iris-virginica
+98,4.492873739523388,2.2907924323667297,1.293655599348757,0.2997192798424836,Iris-setosa
+99,5.948237478433533,2.168475486204394,4.908770557883161,1.4776142083029657,Iris-virginica
+100,7.100083054635632,3.0,6.0760493500953014,2.1664608320321124,Iris-virginica
+101,4.400000630854864,2.945363753952133,1.3833295945388584,0.19764469593001982,Iris-setosa
+102,6.316753762363454,3.3538741754608976,5.64013566563817,2.3942166090263495,Iris-virginica
+103,5.274411069266701,3.723842549810862,1.5088795243556996,0.20096675719001109,Iris-setosa
+104,5.521713077920659,2.5266897891961064,4.068350538790745,1.1334516976091111,Iris-versicolor
+105,4.837640903643899,3.0,1.4117428330868975,0.10000009576377542,Iris-setosa
+106,6.829934161704618,3.0,5.3575217714789085,2.1838990634108595,Iris-virginica
+107,5.762540544058584,2.9961650264428346,4.214244352510052,1.3775746361035635,Iris-versicolor
+108,7.704357052613118,2.818290081676746,6.708997891475159,2.0117242144301906,Iris-virginica
+109,6.32014016100891,2.286976875427441,4.387610844752888,1.303123062778241,Iris-versicolor
+110,6.675875640523251,3.287508576132202,5.684624207797369,2.5,Iris-virginica
+111,5.113935915066691,3.504826880189686,1.3993057979264247,0.2111203619878782,Iris-setosa
+112,6.484826272449449,3.0,5.8355993204295125,2.225471170695748,Iris-virginica
+113,4.828351542720523,3.3987623991943137,1.5236920517056056,0.19386081849775855,Iris-setosa
+114,4.815432678658301,3.0,1.405443683327068,0.2929078153146732,Iris-setosa
+115,5.073147559783934,3.763461283397872,1.4704984720246699,0.19724584250420715,Iris-setosa
+116,7.703276668671885,2.788260015908277,6.711679955785563,1.9911842323719589,Iris-virginica
+117,6.706077894605983,2.507925167899949,5.818516573980925,1.8055715527438954,Iris-virginica
+118,6.013527084516088,2.741402604202749,4.642078285370165,1.1810756625109247,Iris-versicolor
+119,6.535945183029984,3.206137752274949,4.713304419367004,1.5349255716110308,Iris-versicolor

iris/tab_ddpm/4_3/12/test.csv

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

iris/tab_ddpm/4_3/12/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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/4_3/12/val.csv

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

iris/tab_ddpm/4_3/13/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.285299143420444,2.445730409413724,4.954436250337888,1.878560483516027,Iris-virginica
+1,5.600158176518645,3.0,4.0931926259949085,1.2630325476777633,Iris-versicolor
+2,4.90048465058367,3.0,1.4004324745270365,0.20389595692096252,Iris-setosa
+3,6.689543945359157,3.2931151787882786,5.705987747722323,2.499999372541808,Iris-virginica
+4,7.701403503522638,2.57500646458707,6.9,2.327269767864771,Iris-virginica
+5,5.009943191382626,2.0000006329130144,3.4707189767960975,0.9772401376938269,Iris-versicolor
+6,5.578128967601938,3.0,4.004351455366386,1.3004767536334476,Iris-versicolor
+7,5.143618794060824,3.5002004965813223,1.4020310283368214,0.29881741535190387,Iris-setosa
+8,4.504933972915675,2.279426882092974,1.288701376050676,0.2906655682816586,Iris-setosa
+9,6.042902539839988,2.2197315844551575,5.060448555703787,1.503369821575373,Iris-virginica
+10,7.350074974144042,3.0,6.322033110526527,2.073246390259103,Iris-virginica
+11,4.819522409555951,3.0,1.4014062421652813,0.10000010045051297,Iris-setosa
+12,6.552366294342192,3.0285758273999352,5.555018633681689,1.8933753470466546,Iris-virginica
+13,5.272496641866497,3.6813493915502606,1.494712806894056,0.1995767874605471,Iris-setosa
+14,6.291446899627862,2.31811331291082,4.384328216275171,1.2780920641843636,Iris-versicolor
+15,6.102526859881881,2.7983392638839306,4.690589505161484,1.1788539222077707,Iris-versicolor
+16,6.273425740083191,2.897238252308178,5.582951819850712,1.792082996831776,Iris-virginica
+17,5.8755831200877,3.0,5.053827412416578,1.784335716333229,Iris-virginica
+18,4.400000442825881,3.201656595847059,1.2923213295357276,0.1967614561807403,Iris-setosa
+19,7.703695138285584,2.6053582835050024,6.89999850108785,2.2839791893977592,Iris-virginica
+20,6.910115018572349,3.2014969773323507,5.679726695085161,2.2848287887628276,Iris-virginica
+21,5.176627321453933,3.4479292411353506,1.3901358876784373,0.19986124389411056,Iris-setosa
+22,4.805300376897755,3.0,1.4020665627777156,0.10000009417267987,Iris-setosa
+23,6.675193774145647,3.135250505637007,4.731124092257086,1.505892778678677,Iris-versicolor
+24,6.317193299757307,2.339226079406547,4.481480560216587,1.3854973657665377,Iris-versicolor
+25,5.13128788660482,3.400715903117469,1.5415660725072708,0.4410052678439248,Iris-setosa
+26,6.884568902324574,3.1781261638992415,5.654637911870569,2.2917982405491992,Iris-virginica
+27,5.006368479134903,2.0000004526695725,3.2563620601015453,1.0436480602918043,Iris-versicolor
+28,5.83533533262222,2.912444408536703,5.049173531549689,1.8719861990846383,Iris-virginica
+29,7.9,3.8026651396708244,6.422625854222326,2.005568854094788,Iris-virginica
+30,6.800857779970663,3.065276326158476,5.171464577004051,2.2854186993414785,Iris-virginica
+31,5.087203473028103,3.5361631719286994,1.4044974598473328,0.32830983452743484,Iris-setosa
+32,6.012834971327698,2.758219816173414,5.03724543232246,1.609390749969677,Iris-versicolor
+33,7.705254327183075,2.6025145251926793,6.899998738111172,2.2923125601787024,Iris-virginica
+34,6.475860080197932,3.216727372049076,5.07706332924112,2.0036880894797537,Iris-virginica
+35,4.774781963588581,3.0,1.3915692558167403,0.2986809511682466,Iris-setosa
+36,4.903961398601582,3.1209931150893,1.5236141937911694,0.1,Iris-setosa
+37,6.307363636859746,2.9208843052460183,5.57469222899411,1.732301330752207,Iris-virginica
+38,6.136667390668262,3.354269648442446,4.592780269550181,1.620894378658059,Iris-versicolor
+39,6.159209957432867,2.984505573168476,5.450981843506998,1.781750998429233,Iris-virginica
+40,4.816083098286857,3.0,1.3876911403802765,0.292068832851401,Iris-setosa
+41,5.1880517452599255,3.7585344917422705,1.5338319570144359,0.2079412596185531,Iris-setosa
+42,4.8954656087495145,3.0,1.4030329594539042,0.20132210254083954,Iris-setosa
+43,6.294612140611486,2.880289439178738,5.617035033141661,1.7781208802158486,Iris-virginica
+44,4.4900594007454595,2.2960890522360815,1.2828094450382355,0.34471670479872674,Iris-setosa
+45,4.40000060205591,3.1734727329099335,1.3015286946534896,0.20386289280793962,Iris-setosa
+46,6.131174428866757,2.602308682149223,5.613982840906692,1.4057007322319295,Iris-virginica
+47,5.198657921794287,3.405723067020529,1.3862491002031603,0.20100552497927204,Iris-setosa
+48,7.7057435110872134,2.6100005576941387,6.9,2.3028414616950745,Iris-virginica
+49,4.616545146879383,3.410547046093429,1.4045117729608088,0.2862783759686884,Iris-setosa
+50,5.395075703589111,3.9,1.3055134190147013,0.49654321094166515,Iris-setosa
+51,6.490274037363003,3.2108901382666457,5.095462065489715,1.9942209326498674,Iris-virginica
+52,4.97146731291829,2.0,3.4965824409884543,0.9820800994399663,Iris-versicolor
+53,5.2982207417285485,3.7137214671771526,1.6822179093881855,0.20301949367439687,Iris-setosa
+54,6.514609411269999,3.0,5.550231209062688,1.8466898563104026,Iris-virginica
+55,6.325602119947216,3.4120997866973735,5.593789093671887,2.414297233928655,Iris-virginica
+56,5.77797746390809,2.8724697954089584,4.376951652716925,1.3027623624302933,Iris-versicolor
+57,7.683117831495188,2.583174080560856,6.9,2.3011099794046115,Iris-virginica
+58,6.565184640861223,3.1342511394707455,5.311886865991342,1.9598820464814435,Iris-virginica
+59,4.83549045100488,3.0,1.4032702988623829,0.29002091501622707,Iris-setosa
+60,5.8005786106524155,2.6862024725313245,5.092457533233116,1.9026383088932455,Iris-virginica
+61,6.8543255708550355,3.118823879100405,5.278705025135196,2.278285969639526,Iris-virginica
+62,6.8504905809635375,3.0,5.629967618467693,2.0555164690481704,Iris-virginica
+63,5.096179210156124,3.792548828752854,1.6787821302123,0.19785066403288215,Iris-setosa
+64,7.687640140520431,2.7789821096333407,6.69631641060482,1.9879725587040538,Iris-virginica
+65,5.153461548317423,3.779655661228381,1.6190875315761768,0.20023288063839595,Iris-setosa
+66,6.835119243711746,3.185663759370117,5.795663403422923,2.3108267968603817,Iris-virginica
+67,4.40000044486605,2.908365856447474,1.3964939349621797,0.18931430211376046,Iris-setosa
+68,5.433962846488953,3.9,1.3240507172376543,0.5193061436473391,Iris-setosa
+69,5.662026203238385,2.7503928229315266,4.281921548699467,1.2079179013545343,Iris-versicolor
+70,4.50085647065118,2.339594353668304,1.3031493489331933,0.3730813518079295,Iris-setosa
+71,6.00776043343248,2.21025465114604,4.999687239851069,1.5053427454611827,Iris-virginica
+72,5.095799381753336,3.4972068757196624,1.4022914092412957,0.19829644160229068,Iris-setosa
+73,6.028326412786912,2.9747931520994304,4.56570598695453,1.3473112579149973,Iris-versicolor
+74,4.811870468429552,3.0,1.4115042463817802,0.10000011999310354,Iris-setosa
+75,7.9,3.8106033851594545,6.315076525060706,1.9932395985688218,Iris-virginica
+76,4.58295364375294,3.39769925354658,1.387642359792428,0.33559984082433336,Iris-setosa
+77,4.50039875277718,2.304213887796366,1.310015963268721,0.38272084336662693,Iris-setosa
+78,6.30203867024463,2.497820479656933,4.9732077770109155,1.499923844310021,Iris-versicolor
+79,6.322694014746801,3.415953625684865,5.600817016582633,2.3951254630143137,Iris-virginica
+80,6.154330567870925,2.614105969220521,5.589148771665655,1.4285427056134439,Iris-virginica
+81,5.371365377717962,3.397415122102576,1.6981831647882237,0.19785610673984844,Iris-setosa
+82,4.792822332827141,3.0,1.394936652868904,0.29613787072327064,Iris-setosa
+83,5.009700733433547,2.0,3.631263205602445,1.0357716346344639,Iris-versicolor
+84,6.691113908338121,3.2983942183614956,5.701073349420792,2.499999499956699,Iris-virginica
+85,6.907300633221132,3.0784302468455746,5.134563590789408,2.294107452826426,Iris-virginica
+86,4.644172218655266,3.3711864083745695,1.4146785491116027,0.29353387663251873,Iris-setosa
+87,7.279177302460031,2.9110058705067186,6.303311912296145,1.8006019010047432,Iris-virginica
+88,6.702915242324288,3.050548284552653,5.791208617554268,2.2604760358030394,Iris-virginica
+89,6.875879953639062,3.165731670215798,5.77180637892442,2.2857166595487812,Iris-virginica
+90,6.0859692030199195,2.8045158883718884,4.708491687181784,1.1922600715217533,Iris-versicolor
+91,6.308049829955496,2.489473812947364,5.081917724931849,1.8824608272695353,Iris-virginica
+92,7.666130880467078,2.6190886778954017,6.899998566736178,2.292903749469973,Iris-virginica
+93,6.344545838853719,2.930604159200915,5.579195183031298,1.7908910494820334,Iris-virginica
+94,5.8610710489542654,2.8339786774759563,4.30648697817686,1.196671964937275,Iris-versicolor
+95,7.718203009138169,2.602174534579642,6.9,2.307884297217671,Iris-virginica
+96,7.726558230245255,2.6062599069373,6.9,2.322401191433495,Iris-virginica
+97,7.2965809196408395,3.0,6.280515527483006,2.1603058918518205,Iris-virginica
+98,4.915387532968361,2.4128082134359015,3.1061719135180192,1.0150418305693658,Iris-versicolor
+99,7.737959959658496,2.6265883518633046,6.9,2.299146277996812,Iris-virginica
+100,6.305660898497362,3.4075987968179193,5.618909972105984,2.3957730781788387,Iris-virginica
+101,6.010047008565106,3.399513347930953,4.5317945983052175,1.5958305207361552,Iris-versicolor
+102,7.568409121954406,3.0,6.531454698281875,2.1041581631754998,Iris-virginica
+103,5.975247283076782,3.4036424302710193,4.492460976612577,1.5985178170699275,Iris-versicolor
+104,7.9,3.81834541304905,6.369571816939772,1.9973551839649242,Iris-virginica
+105,4.801073039395794,3.0,1.3945579657399603,0.3271562360376925,Iris-setosa
+106,6.985426046820199,3.114760034331869,5.756554778263175,2.2406479600947087,Iris-virginica
+107,5.216690353936692,2.6297153316566058,3.8133473470928743,1.363161434609125,Iris-versicolor
+108,7.367739283462921,2.8838362263272503,6.356727661751795,1.8229153821639237,Iris-virginica
+109,5.997687515265552,2.9448440006017984,4.360007173756021,1.5105636706410552,Iris-versicolor
+110,6.495853340315408,3.0,5.89428318830659,2.236378540885481,Iris-virginica
+111,6.905491814406372,3.0768297579354873,5.182505466201294,2.2859839984621257,Iris-virginica
+112,5.626096946295352,2.972464507473349,3.803310673833939,1.315477107455964,Iris-versicolor
+113,5.713805557758611,2.8110002199471227,3.9160106799361643,1.1051561931970435,Iris-versicolor
+114,5.847448609148476,2.8899145396605723,4.54021807208709,1.3111659322850673,Iris-versicolor
+115,5.107806986604496,3.5014417277901986,1.4005648284272274,0.3031769759189972,Iris-setosa
+116,5.451554336194703,3.4035417398206613,1.9587544285016563,0.2000325628440439,Iris-setosa
+117,7.692445026095002,2.593928670239006,6.9,2.2870584667452,Iris-virginica
+118,5.980247471661173,2.738894974044466,5.009152852945379,1.589388664196981,Iris-versicolor
+119,6.544054668632939,3.0,5.520038970509797,1.801317731741305,Iris-virginica

iris/tab_ddpm/4_3/13/test.csv

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

iris/tab_ddpm/4_3/13/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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/4_3/13/val.csv

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

iris/tab_ddpm/4_3/14/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.516775612584242,2.423933761516771,3.718019218617317,1.0110157806453797,Iris-versicolor
+1,6.371318500758696,2.8877152702257223,4.291477901832916,1.274206101156033,Iris-versicolor
+2,5.846928637837374,2.7620348683478952,4.594412177368983,1.2402678205845334,Iris-versicolor
+3,4.988038706587522,2.0,3.240774762490819,0.9825999275541875,Iris-versicolor
+4,5.579439839879119,2.8832552853391036,3.468892237361842,1.3053956072940742,Iris-versicolor
+5,4.606594538108506,3.6159082026450013,1.0,0.19900049217176197,Iris-setosa
+6,6.524582800226703,3.0,5.513068281890158,1.8358493350800116,Iris-virginica
+7,6.146956389270883,2.613472619978715,5.592017127475631,1.425227597847762,Iris-virginica
+8,4.866390784447589,3.0,1.4012304674145126,0.19995748246192008,Iris-setosa
+9,5.166603123800871,3.443339684461537,1.3927990236338126,0.20219306977643436,Iris-setosa
+10,5.698923419505771,2.76705552082458,4.49770643328127,1.2830129306378901,Iris-versicolor
+11,6.781568513558139,3.0,5.556569783829228,2.0119082531972508,Iris-virginica
+12,5.686040361835605,2.9238995610394487,4.195268345337233,1.2830427369439394,Iris-versicolor
+13,5.3757785853688835,3.4041147557485205,1.629748795829153,0.2008335601027117,Iris-setosa
+14,5.016129905909,2.0000007525285057,3.5546681708982724,0.9387146123637051,Iris-versicolor
+15,4.4,2.881873295811007,1.4019265275343298,0.18905367931745903,Iris-setosa
+16,7.398531348721396,2.905035374081874,6.376094147311231,1.8150517324889057,Iris-virginica
+17,5.639682016602774,3.0,4.160426688739559,1.3274000418399934,Iris-versicolor
+18,6.689673045886676,3.1792329888636046,5.063268182373128,2.1493618590952113,Iris-virginica
+19,7.157716056468197,3.0,6.076015067923005,2.0959975793049006,Iris-virginica
+20,6.71365003364345,3.304431213707926,5.707589226976268,2.1042348762704703,Iris-virginica
+21,4.928350655358067,2.4048511758377105,3.1041341194001357,1.0153665712613118,Iris-versicolor
+22,6.185004807960631,2.5860717084845835,4.578082650786561,1.2692016395972667,Iris-versicolor
+23,6.750560711590131,3.116395209212884,4.743421934788143,1.5147062868287817,Iris-versicolor
+24,5.259021919112788,3.5116734651138506,1.6905552713407277,0.39757427121495315,Iris-setosa
+25,6.300953741895509,2.317859743660643,4.428722617372885,1.306707873254347,Iris-versicolor
+26,6.7034354501469515,3.29214136252783,5.692659057058244,2.1067134777426118,Iris-virginica
+27,5.983580669523977,2.7345844936815342,5.063562409887573,1.5878149359919564,Iris-versicolor
+28,6.797348067655367,3.190096807699234,5.914712374030803,2.2824558263073,Iris-virginica
+29,6.104204276409026,2.80710348833703,4.718970889278626,1.1970451932424049,Iris-versicolor
+30,5.985546727689571,2.8308873662464644,4.69749142081936,1.524150969503771,Iris-versicolor
+31,6.700985660556179,2.505863398023759,5.807151429724062,1.8132280668811809,Iris-virginica
+32,6.23182255863898,2.4177684992750206,5.022338649452972,1.7982301764979307,Iris-virginica
+33,6.426488484111789,2.965342301008498,5.512975322010725,1.791512269057362,Iris-virginica
+34,4.780066315259653,3.063078479627147,1.404028281925512,0.2927198957012426,Iris-setosa
+35,6.312586629883118,2.275585478851095,4.390950802531754,1.304224205358696,Iris-versicolor
+36,6.314442143932167,3.2968930632409577,4.698709459669832,1.5935238172046073,Iris-versicolor
+37,6.798184924163463,2.8029781296474536,4.801558778582613,1.416113323771351,Iris-versicolor
+38,7.710748444186944,2.60825826811825,6.899998944435309,2.307898765020147,Iris-virginica
+39,6.814369380251816,3.105301638430551,5.127219149990568,2.3223574306087,Iris-virginica
+40,4.957377342961124,3.138485631687494,1.4343743992765638,0.3227683728172796,Iris-setosa
+41,7.001351639852562,2.880248758905998,6.097499367905396,1.7412994136600002,Iris-virginica
+42,5.175482927545939,3.7123097549351245,1.7633571684354754,0.1996866029865022,Iris-setosa
+43,6.626763354604801,2.463669221309102,5.770531542555034,1.7868321393251627,Iris-virginica
+44,5.654771890339369,3.789938956097921,1.7155628851996307,0.29805944525931943,Iris-setosa
+45,5.54414769458134,2.5306550526475267,4.2056150689776155,1.1011285835251514,Iris-versicolor
+46,5.525256482914739,2.5698572705262643,4.357986943390263,1.168495568411619,Iris-versicolor
+47,7.708491132146408,2.604094641151818,6.89999889334679,2.2841121253897283,Iris-virginica
+48,7.9,3.7982455383496703,6.418538261970993,1.9877465332571131,Iris-virginica
+49,5.003094154699465,2.0000006694402144,3.4471687858090574,1.041080205096798,Iris-versicolor
+50,5.006256467855603,3.5673341967013026,1.3966664510245073,0.1987325615510554,Iris-setosa
+51,4.770950235961051,3.472696805353803,1.4028940788816675,0.2958473224778701,Iris-setosa
+52,5.274334452089528,2.4737254471406684,3.587674779934247,1.0193339696522628,Iris-versicolor
+53,5.923781043076955,2.7634785446821115,4.201088265466622,1.0458882328174879,Iris-versicolor
+54,4.997218790409912,3.640939825935244,1.4010258045176007,0.19690542881081796,Iris-setosa
+55,5.3753770156571585,3.8999996331524796,1.3368263307377473,0.4040291928089969,Iris-setosa
+56,5.821178498501259,2.740697576154762,4.390548281900527,1.0943718861714726,Iris-versicolor
+57,7.698300030767658,2.793330827713157,6.69916552206226,2.02155162755058,Iris-virginica
+58,5.139895238476376,3.412912102522543,1.4025484550747294,0.19993687877640734,Iris-setosa
+59,5.36819737283793,3.4016653001822412,1.6744274752617199,0.3894279908226473,Iris-setosa
+60,7.152868628619512,2.879615519759645,6.185970080284249,1.7607804587714972,Iris-virginica
+61,7.709736841069196,2.605651090192338,6.899998701261909,2.30571186245475,Iris-virginica
+62,6.672806939641508,3.078383776698035,4.6708673905586195,1.4833479654625967,Iris-versicolor
+63,5.605960510285349,2.9906260457900404,4.437945381966873,1.5059050440745787,Iris-versicolor
+64,6.03391621570097,3.4024561810821075,4.486036576003598,1.6174045184179295,Iris-versicolor
+65,5.6322898608535406,2.6255740318417704,4.290081907602018,1.136763719872957,Iris-versicolor
+66,6.902155228096911,2.7982234222581313,6.0073159638227684,1.7717636892202957,Iris-virginica
+67,6.769457633019816,3.2293114087466597,5.727506887402827,2.171176620865186,Iris-virginica
+68,5.552764969584878,2.4712499133157597,3.8330482839663773,1.1043433106146099,Iris-versicolor
+69,5.761498451867295,2.7994016170642553,4.478521651577191,1.30406827971426,Iris-versicolor
+70,7.695216328956752,2.595865563896759,6.899998941429841,2.294567451177957,Iris-virginica
+71,5.538864057607898,2.413614773741615,3.7725223263019547,1.0558815607212966,Iris-versicolor
+72,4.977090653952833,2.0,3.4343070358360936,1.0244127291436187,Iris-versicolor
+73,6.093936773104494,2.8281295741027193,4.693553988564027,1.2863625488706651,Iris-versicolor
+74,7.7308212396596385,2.5903881666487703,6.899998696237001,2.317495528147925,Iris-virginica
+75,4.971034546464127,2.439980285306419,2.8891234039017117,1.051493485661616,Iris-versicolor
+76,4.484618822118397,2.251928781199063,1.3241822447515226,0.2882993581018505,Iris-setosa
+77,5.019728286612796,3.5517553073959807,1.3912363202500067,0.20070152727434398,Iris-setosa
+78,4.782182483121612,3.0,1.403211707853084,0.1,Iris-setosa
+79,6.815973767339162,3.176899383420553,5.782477441276099,2.283261214951712,Iris-virginica
+80,5.095888543586623,3.8062233799822693,1.618778790650121,0.20588182991738888,Iris-setosa
+81,4.588003102544945,3.603436195606171,1.0,0.2049563955396381,Iris-setosa
+82,5.214831760320534,2.671485487603462,3.8177931524665163,1.377824542224071,Iris-versicolor
+83,6.009014565175317,3.0,5.147936657428182,1.8066124506437071,Iris-virginica
+84,5.130129156312119,3.78664078911671,1.8051163208110306,0.2048359283918648,Iris-setosa
+85,5.970592814350121,3.3170256845198933,4.467226139333324,1.5810559386321468,Iris-versicolor
+86,6.019841654695164,2.6737940676993466,5.010842613077788,1.582779270934606,Iris-versicolor
+87,4.862988339789522,3.0,1.4038132149418823,0.1,Iris-setosa
+88,4.4,2.9599097050968473,1.4009838853762557,0.20611670222145126,Iris-setosa
+89,5.929300818661993,3.0,4.235785268219214,1.5154470360409122,Iris-versicolor
+90,6.037025956944312,2.1986161491899687,4.913491251941536,1.5059742809287275,Iris-virginica
+91,6.260320508588882,3.401228398202779,5.605504092547344,2.3931480378452026,Iris-virginica
+92,5.536065406302513,2.5761227348892777,4.25700341988721,1.1911391401759954,Iris-versicolor
+93,4.709669354320639,3.435697401982125,1.4068772251569899,0.2945077063755451,Iris-setosa
+94,5.926460362754137,3.0,4.364733215236753,1.504115928220034,Iris-versicolor
+95,5.073449106952846,3.4211640942564867,1.8949518408554942,0.39636566575312954,Iris-setosa
+96,6.228165775378898,2.1719672613797236,4.504635729910214,1.4918379432309932,Iris-versicolor
+97,5.934512871485274,3.0,5.098761500712487,1.8100885680501468,Iris-virginica
+98,5.873699633133584,2.7879306274309625,4.651711755471777,1.261649151116914,Iris-versicolor
+99,7.2996058865098945,2.8949177152190546,6.283334130549699,1.782276576654532,Iris-virginica
+100,4.905282223908043,3.1247050460848507,1.6716350134920355,0.1,Iris-setosa
+101,5.1896990223116255,3.724404205548853,1.67520961810509,0.33390403268332675,Iris-setosa
+102,5.371884279265615,3.899999428585668,1.3148322671954316,0.322077570812009,Iris-setosa
+103,5.88825779713618,3.189037860918274,4.453120509812336,1.5033088421986636,Iris-versicolor
+104,6.55770773218072,3.197972571973962,5.101342035227096,2.0685971628461712,Iris-virginica
+105,6.795961278068821,3.0,5.493281179322154,2.100096224951015,Iris-virginica
+106,4.400000522939123,2.8751130434313437,1.3493229805451739,0.1976114822910166,Iris-setosa
+107,4.808868680948995,3.0,1.4111636431896741,0.1,Iris-setosa
+108,5.225586507188955,2.67485004218391,3.8772382955049434,1.3890533281936301,Iris-versicolor
+109,5.9976331757839905,3.3622432250403094,4.516303509375053,1.5994321785991623,Iris-versicolor
+110,5.787377126211012,2.8708686395397534,4.084466751667368,1.206811022620622,Iris-versicolor
+111,7.4252993562506635,2.919156005874695,6.510844632002149,1.9781803255849069,Iris-virginica
+112,6.852503232018291,3.0,5.550555580958797,2.0938329664497966,Iris-virginica
+113,4.8567586174713915,3.4121931291171927,1.490016539305137,0.2734039153886366,Iris-setosa
+114,4.599797260944369,3.616422815942307,1.0,0.20644127943334795,Iris-setosa
+115,4.999077534667358,2.4892548670624874,3.2257475947890875,1.1203907234299706,Iris-versicolor
+116,4.823732386850273,3.3964475326650407,1.487524635078937,0.25391372570429804,Iris-setosa
+117,5.3187669872626975,3.9,1.2733567678486357,0.4236243619377282,Iris-setosa
+118,7.709503019059102,2.590447175900383,6.899998860942945,2.31513557251922,Iris-virginica
+119,6.847545252025349,3.091619001357262,5.084147839214488,2.306379950086421,Iris-virginica

iris/tab_ddpm/4_3/14/test.csv

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

iris/tab_ddpm/4_3/14/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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/4_3/14/val.csv

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

iris/tab_ddpm/4_3/15/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.663207448165218,2.748716061454507,4.493068098140657,1.2788578453789146,Iris-versicolor
+1,5.699241893300191,2.862860282464286,4.11234772829013,1.2701514924696813,Iris-versicolor
+2,5.7862446755275165,2.8355433625796382,4.482619660633843,1.3125162379536013,Iris-versicolor
+3,5.004016120862581,2.0,3.575832971547269,0.9043732963757611,Iris-versicolor
+4,4.793033593398853,3.0,1.3710157492020765,0.1000000948781609,Iris-setosa
+5,5.567629638833125,2.6908032605954415,4.4643702317143745,1.2591113625341057,Iris-versicolor
+6,5.011337092292447,2.000001621470447,3.5737029665558686,1.0621975768763903,Iris-versicolor
+7,6.156772281655083,2.195133031683094,4.471931578370028,1.501592619113815,Iris-versicolor
+8,6.847425305768432,3.0926630882301342,5.125720899757038,2.2788516189224626,Iris-virginica
+9,7.699675041209225,2.590791270437053,6.9,2.3025711412057395,Iris-virginica
+10,5.651020308176204,3.0,4.508241495494511,1.5138396061309862,Iris-versicolor
+11,6.700292744060403,3.0,5.436626461453953,2.0175822471443094,Iris-virginica
+12,4.87157772630349,3.080734148457578,1.4803720750297538,0.1,Iris-setosa
+13,7.101450980508429,3.0149674770652055,6.096681879935388,2.154499003456849,Iris-virginica
+14,7.899998484979826,3.7824407726189837,6.454107657938454,1.984120439502869,Iris-virginica
+15,5.004118072808521,3.608898831585723,1.3826754910889583,0.20242176177804938,Iris-setosa
+16,4.9903777570133165,2.0,3.4255412833901824,0.8932528976715024,Iris-versicolor
+17,5.640969643773526,2.872909607619402,3.5502214360341804,1.3022181401508865,Iris-versicolor
+18,6.160358041978492,2.59881264774899,5.598597749150925,1.418916227184034,Iris-virginica
+19,4.8380736795045705,3.0,1.4115697295857166,0.10000010610406172,Iris-setosa
+20,5.668702910353741,3.8035392287031735,1.9257407366125556,0.36153641745739035,Iris-setosa
+21,5.9837746065016555,2.709130176784493,5.05481778980692,1.5915079443001783,Iris-versicolor
+22,6.320222390817463,2.305644404614755,4.372117395668881,1.3077367341523427,Iris-versicolor
+23,6.713654712265501,3.0927321961172525,4.731191120259595,1.5115499257092053,Iris-versicolor
+24,6.1290428503663446,2.670647457514213,5.573213846736516,1.5450541473783925,Iris-virginica
+25,5.59580409051075,2.4282576765803716,3.7680521412003967,1.1083481034822729,Iris-versicolor
+26,4.780450399798944,3.4004463209725535,1.6784613299587705,0.1936163124286787,Iris-setosa
+27,5.800674119760761,3.10128247336373,4.554945169952013,1.5202523200542915,Iris-versicolor
+28,6.946569073583785,3.128612128746016,5.620680818096383,2.2756235101269304,Iris-virginica
+29,5.576829581336209,3.0,4.414257158417903,1.5103539308973732,Iris-versicolor
+30,6.791602820471518,2.809679851536911,4.796604512287124,1.3973928669016764,Iris-versicolor
+31,4.502938650824583,2.304955283532741,1.3152996100924232,0.3476524598706427,Iris-setosa
+32,5.220587917858199,3.788217133945798,1.4957797413818572,0.28987742729205457,Iris-setosa
+33,4.595685437134508,3.6164148753871204,1.0,0.21519006061851156,Iris-setosa
+34,6.682950176634603,2.4722582211332393,5.772461971696754,1.8224586469319852,Iris-virginica
+35,4.596970570778413,3.6036671809722063,1.0000004738562993,0.19613785716353027,Iris-setosa
+36,5.083156571257037,3.506079771612272,1.3776106313400498,0.19851324371735027,Iris-setosa
+37,7.389569181610609,3.0,6.350140876923205,2.0717144661981717,Iris-virginica
+38,5.1800639696589,2.690764139031249,3.9449956690295753,1.4160258214852384,Iris-versicolor
+39,7.097521213074055,2.9097945897817086,6.0584043498952145,1.79524473043703,Iris-virginica
+40,4.897875104193574,3.0,1.3774456403783248,0.20287375234621333,Iris-setosa
+41,4.899294974231134,2.3953660101831287,3.5423904276297153,1.0115771566168972,Iris-versicolor
+42,6.115659737162943,3.157404801715142,4.634635104980999,1.5019324542879362,Iris-versicolor
+43,7.715391318851757,2.617099693451739,6.899998995642331,2.301106481267702,Iris-virginica
+44,6.7141127887643375,2.512062746007037,5.906494350978982,1.814377701995674,Iris-virginica
+45,6.866679527929883,3.1630614297583577,5.652528189592144,2.2942273047810993,Iris-virginica
+46,6.148307377734702,2.806672887003997,4.238899354974508,1.2034446139559625,Iris-versicolor
+47,6.299698235579382,3.400773410464913,5.61347359368072,2.399150134973031,Iris-virginica
+48,6.273617570880436,3.13609532289956,4.615378852783732,1.5053011201749975,Iris-versicolor
+49,4.984568704441341,2.0,3.4769585160425827,0.9705694074532556,Iris-versicolor
+50,7.686746126826718,2.6177585696033874,6.9,2.2992816558011566,Iris-virginica
+51,4.9659113569986975,2.4380510570026814,3.3892378625716275,1.0713281306111744,Iris-versicolor
+52,5.21658858482869,3.4065406568300887,1.3918817187371193,0.2010122867654106,Iris-setosa
+53,7.706454911231825,2.6006150290304433,6.9,2.304748631218754,Iris-virginica
+54,5.381125403675152,3.9,1.2740876554359737,0.37887983230690553,Iris-setosa
+55,4.649584211534467,3.4104631779247674,1.402570387601589,0.29727109163822,Iris-setosa
+56,6.634500718206173,3.0111606351273656,4.507522332384731,1.4492552929743756,Iris-versicolor
+57,5.4145766200002665,3.3890177992626818,1.7731122023504848,0.2011552673142122,Iris-setosa
+58,6.183484043407148,2.2522763401395602,4.484721150359217,1.434214135276735,Iris-versicolor
+59,6.885380468728921,3.127209422874833,5.3623164330972255,2.3007783225989384,Iris-virginica
+60,6.194797715890729,2.2163120537792147,4.491893602728611,1.4853093357527674,Iris-versicolor
+61,4.8980428203425435,3.101986145024406,1.5867792429598957,0.1000001114084693,Iris-setosa
+62,6.469263048849237,3.0,5.503724243797476,1.8093324778615625,Iris-virginica
+63,6.81897896082255,3.181405875202291,5.773918193580997,2.2924913929473414,Iris-virginica
+64,6.015576990010601,2.1984592650697667,5.0439977552451145,1.5131540799823944,Iris-virginica
+65,6.0020889792352135,2.820535568446827,5.3578455222457,1.7956340732759508,Iris-virginica
+66,7.67659926389848,3.0,6.661533481246706,2.0823001564747923,Iris-virginica
+67,6.42035990219471,3.1185719718305873,5.078516479422055,1.9525603493909232,Iris-virginica
+68,5.437442715670013,3.389807341390122,1.8235653028860264,0.1977924889867237,Iris-setosa
+69,5.886968874784503,3.0,4.238164960181193,1.4958531611880104,Iris-versicolor
+70,5.9966965574608295,3.0,4.484792228710255,1.3799344706828778,Iris-versicolor
+71,6.02748663368778,2.6916913160531326,5.172027058221109,1.6035340674984817,Iris-versicolor
+72,6.818301055805853,3.2051337034026357,5.796420469548664,2.2834075938053076,Iris-virginica
+73,6.187937084438089,2.2086619686682663,4.474915358305625,1.4855328921708484,Iris-versicolor
+74,7.698668900068126,2.6104407435341894,6.899998033505696,2.3008652453748977,Iris-virginica
+75,7.718185381988437,2.61422203621409,6.9,2.304308607560009,Iris-virginica
+76,4.4,3.2332467921279053,1.2966861695646397,0.2055966881542382,Iris-setosa
+77,5.8656670812993905,3.1649270225437602,4.455736958018067,1.5253389984298173,Iris-versicolor
+78,7.540493940422376,2.8311891735083097,6.573348278826046,1.974342818737769,Iris-virginica
+79,6.682430482543911,3.066048099935492,4.59940737377179,1.493546090330254,Iris-versicolor
+80,6.616545298039299,3.0,4.422838973616483,1.41655097415129,Iris-versicolor
+81,6.727456004905044,2.4857971989053502,5.871027613882568,1.8046777634833742,Iris-virginica
+82,6.783507093285513,3.0,5.498919006275494,2.0871126864899723,Iris-virginica
+83,6.218899127851632,2.1903132194726997,4.466169711219094,1.5009506994897004,Iris-versicolor
+84,5.602556897818273,3.0,4.506282872464684,1.4969214425166069,Iris-versicolor
+85,6.351264121511003,3.3851609079261986,5.622942078871074,2.3838812104884903,Iris-virginica
+86,6.718460258021376,3.2820538052376818,5.701378139020432,2.1218402560164322,Iris-virginica
+87,5.369711974239767,3.899999527882308,1.2706907983914104,0.33519128543235777,Iris-setosa
+88,7.432254062588928,2.892227185239677,6.427084924540267,1.8450067941767994,Iris-virginica
+89,6.0133887895810165,2.723207560330009,4.975269383710763,1.5707031779874248,Iris-versicolor
+90,6.698265895907115,3.088578118866724,4.664937809637387,1.4944701426416764,Iris-versicolor
+91,6.531814193264655,3.0,5.79740904321225,2.180957568791062,Iris-virginica
+92,5.698521649801933,3.7987462503701726,1.666449856150324,0.3020183922055501,Iris-setosa
+93,6.495815519917328,3.1797814774518405,5.121939311262406,2.0018724015103926,Iris-virginica
+94,4.600512736448825,3.624882215097731,1.0000005913868453,0.19990798701723633,Iris-setosa
+95,5.406765986939489,3.8999996204935625,1.3231825702117737,0.3411319751455203,Iris-setosa
+96,5.037180335632978,3.5326308283476515,1.3833130863156815,0.20541828407392113,Iris-setosa
+97,6.2225905986648655,2.2634377321849413,4.5145953461669475,1.4860315841455507,Iris-versicolor
+98,5.404176193925603,3.9,1.3102881341361063,0.40839137315873836,Iris-setosa
+99,4.61655388289289,3.3534526388689567,1.4110463922894552,0.31246053672953494,Iris-setosa
+100,6.82486130828455,3.0,5.502678335880378,2.110399088289939,Iris-virginica
+101,5.710896779288608,2.8678875769944634,4.025117592092636,1.2756826384600157,Iris-versicolor
+102,6.2747660273397,2.240083054607917,4.577201700838486,1.483818545415653,Iris-versicolor
+103,5.621898142681545,2.9865085399158846,4.45194680828653,1.46537373289741,Iris-versicolor
+104,5.395650508029577,3.8999995767887157,1.3020944806724657,0.32483634271381145,Iris-setosa
+105,6.025436765289863,2.695241996406821,5.140295807531741,1.622310037726566,Iris-versicolor
+106,6.793671642190017,3.1914990792571976,5.795092201537965,2.3017390454313817,Iris-virginica
+107,4.583560621225022,3.6379235014645603,1.0,0.2021930412491379,Iris-setosa
+108,6.296121507991675,2.3215009745978405,4.41399044836364,1.3122094101202182,Iris-versicolor
+109,6.834700928335392,3.190390939322577,5.720881082415901,2.299989790653714,Iris-virginica
+110,6.328440330926597,2.8332619110584827,4.257026660705032,1.246686052836013,Iris-versicolor
+111,6.308837699908045,3.4007121460824976,5.595059602253424,2.3957171345906665,Iris-virginica
+112,6.269539305618968,2.418351668490865,4.842160376788623,1.513989346980564,Iris-versicolor
+113,6.120106502716629,3.3794892144181228,4.605274997113488,1.6159966619770358,Iris-versicolor
+114,5.5497902561887775,2.523559028402304,4.232800771066848,1.0808487484335227,Iris-versicolor
+115,5.491188941982963,2.3766326786689396,3.669591281158434,0.9461927752996602,Iris-versicolor
+116,7.721108293640599,2.5702863888737015,6.9,2.313397625166456,Iris-virginica
+117,6.697084667482888,3.2963834667558696,5.728443061466887,2.499999597821736,Iris-virginica
+118,5.124112403011259,3.4079348303748045,1.59130360560199,0.4731876649075317,Iris-setosa
+119,4.498909330127223,2.3209989067295345,1.3189456486290116,0.3163698645778752,Iris-setosa

iris/tab_ddpm/4_3/15/test.csv

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

iris/tab_ddpm/4_3/15/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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/4_3/15/val.csv

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

iris/tab_ddpm/4_3/16/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.891233140056172,3.0,1.3806028352209891,0.19367097458529786,Iris-setosa
+1,5.633453155641897,3.0,4.481748096362451,1.51184239609765,Iris-versicolor
+2,6.806924139480237,3.2064821981867713,5.795814381534646,2.3041693655064432,Iris-virginica
+3,5.980127778031507,3.0,4.234120424417172,1.4802577109509123,Iris-versicolor
+4,6.745450309773099,3.1921708321739195,5.7432659760448574,2.2013339209207063,Iris-virginica
+5,6.083278286330583,2.603355971689835,5.605017300150947,1.4092099070194424,Iris-virginica
+6,6.674817010406998,3.1050441359174172,4.71670057637463,1.5026858679555781,Iris-versicolor
+7,6.011567110346297,2.2862340453874266,4.297858112366405,1.2534348338691972,Iris-versicolor
+8,4.595248380931076,3.62487414004618,1.0,0.21508606568813765,Iris-setosa
+9,5.394215209995899,3.3955130331802623,1.4970816423212263,0.20295253668101249,Iris-setosa
+10,4.971513010416356,2.4402068215214943,2.924358471579379,1.0181296192735119,Iris-versicolor
+11,6.297413683145983,2.9037226627775037,5.586365738606397,1.7847951590878035,Iris-virginica
+12,5.824017502828668,2.764231006583813,5.055594237395748,1.9065046573543576,Iris-virginica
+13,5.6291833731687095,3.0,4.420391668720423,1.482696567328075,Iris-versicolor
+14,4.923982408423068,2.400561336096231,3.211779165234696,0.9464973278517783,Iris-versicolor
+15,4.847156757717748,3.402445603787322,1.5421880812668247,0.19838901076838528,Iris-setosa
+16,5.605692786574232,2.9142586790957568,3.651625126390857,1.2843484306282185,Iris-versicolor
+17,6.45239399649035,3.0,5.524238327978938,1.783591331634658,Iris-virginica
+18,5.767405813632041,2.729702985751191,4.13147350761314,1.0769997915177527,Iris-versicolor
+19,4.4,3.0,1.3218051137749263,0.1934039095534562,Iris-setosa
+20,6.205597954583181,2.2092685612948544,4.419826207883164,1.4939746794616302,Iris-versicolor
+21,4.930022630169344,2.4238028030107506,3.4178775566969364,0.9987545356951992,Iris-versicolor
+22,5.096797369778109,3.4015600548150013,1.4990875780273332,0.43453415026109415,Iris-setosa
+23,6.301871797810916,2.9056018258762264,5.60654924501084,1.8018874444958022,Iris-virginica
+24,5.352672204916302,3.7093356754561193,1.4999090127499635,0.2038082749227959,Iris-setosa
+25,6.102855728712317,2.6457236283929,4.881928852944896,1.5470913790961867,Iris-versicolor
+26,4.4,3.216277704732738,1.2901150253387836,0.19648388704973074,Iris-setosa
+27,6.506370842219828,2.975636257506472,4.317545670348777,1.3391277486065063,Iris-versicolor
+28,5.452060058317284,3.899999559177601,1.298814421141579,0.29629095490215646,Iris-setosa
+29,7.690637274556033,2.5712374230580277,6.9,2.3148375323582773,Iris-virginica
+30,5.994232941755868,3.0,5.109977831763902,1.8459055369279072,Iris-virginica
+31,5.084970966108893,3.7745409073835683,1.6248046495647372,0.2152355449592873,Iris-setosa
+32,4.400000463762804,2.9309817711659,1.3857867752549675,0.20071652768008758,Iris-setosa
+33,6.790539194942175,3.1969618440507963,5.809179872962594,2.2793677037251414,Iris-virginica
+34,6.474322262280725,3.0,5.444805493551879,1.8001033683511265,Iris-virginica
+35,5.540345760491983,2.622579714813621,4.3988910761881685,1.197385795678389,Iris-versicolor
+36,6.293108790070478,2.85964781286894,5.592692426737409,1.7382944994435925,Iris-virginica
+37,4.58754686841849,3.6039228010179785,1.000000381435521,0.19713319836858906,Iris-setosa
+38,4.77543170551677,3.0,1.3895793202550808,0.10000010212530458,Iris-setosa
+39,5.091086612091938,2.4719537846139685,3.447958931185867,1.1368395681390624,Iris-versicolor
+40,5.002166561281413,2.0,3.533610663730301,0.9993247072364335,Iris-versicolor
+41,5.627678069649843,2.868664308557877,3.6369219357429254,1.288278140773433,Iris-versicolor
+42,6.515812339502942,3.0,5.776195785140347,2.190772399209144,Iris-virginica
+43,6.3095142428266335,3.383240784620412,5.60255608755034,2.3954362456090967,Iris-virginica
+44,7.9,3.7723883023557536,6.4379859600021225,2.034288442423582,Iris-virginica
+45,6.0554152840537245,3.12391018398938,4.574314154565883,1.4758454234014204,Iris-versicolor
+46,7.899998638897707,3.7975538465888277,6.482494344825547,1.9807063023653122,Iris-virginica
+47,4.682513416232157,3.4103640574567256,1.4316933238134448,0.29014890360056406,Iris-setosa
+48,5.535312399020698,2.436754673806005,3.7913877844962123,1.052996782207346,Iris-versicolor
+49,5.414706466404757,3.3871794088446925,1.5376265985598505,0.42111788077156564,Iris-setosa
+50,7.614719789600917,2.8385113371780357,6.655815302707894,1.9719495535375269,Iris-virginica
+51,5.835929388940452,2.697536108187114,5.08370522492623,1.8728435230421274,Iris-virginica
+52,4.816990300169182,3.396192272134546,1.497123463852276,0.19830720637465094,Iris-setosa
+53,6.425395331692952,3.0,5.534155510687456,1.7810973480415995,Iris-virginica
+54,4.994181067499174,2.0000005111890427,3.456362070071671,0.9546743339772237,Iris-versicolor
+55,6.391898409839903,3.248208583651588,4.758992536675537,1.5999061915285737,Iris-versicolor
+56,6.0699099423629725,2.818963703094999,4.623364397973698,1.2760782960010855,Iris-versicolor
+57,5.979046827157243,3.4123444795666193,4.533776959675758,1.5815974280236849,Iris-versicolor
+58,7.621525636258427,3.0,6.6019849458018,2.0886176659704883,Iris-virginica
+59,5.864359988345162,3.0,5.13617835703544,1.8075388634358913,Iris-virginica
+60,6.804138382283551,3.0,5.523689691212671,2.094295254423765,Iris-virginica
+61,4.964933250228114,2.0,3.40981687120164,0.9682279079902609,Iris-versicolor
+62,6.713578448851275,3.295005077590731,5.688484920168025,2.5,Iris-virginica
+63,6.261423331570318,2.890995318338946,5.589772085051686,1.7735586344859278,Iris-virginica
+64,6.492990445074142,3.1843093983285495,5.072939249801824,2.0490706488918757,Iris-virginica
+65,6.261239212709782,2.274757360494736,4.431061256587964,1.3124594998786756,Iris-versicolor
+66,5.132607212218361,3.478302179983391,1.3957471946455575,0.19942912137363128,Iris-setosa
+67,6.289436270060905,3.2922763180570587,4.698088488209355,1.5589290575849835,Iris-versicolor
+68,6.5374628128472665,3.0522133042589696,5.274687872687919,1.866736736575491,Iris-virginica
+69,7.081002548173921,2.8495371165463768,6.193994606801088,1.7514349085923346,Iris-virginica
+70,4.940233167573024,3.4374890722428573,1.437853073475311,0.2079895978151481,Iris-setosa
+71,6.215970659263481,3.4150140541524396,5.624627865152156,2.3972597166161265,Iris-virginica
+72,5.152448628680256,3.775213197560498,1.8246409743640202,0.19830065673939817,Iris-setosa
+73,6.035851084927578,2.3034448494334296,4.2953454653061405,1.3302450397188674,Iris-versicolor
+74,5.561062054701569,2.4638254065390885,3.868260414447683,1.0903554382076328,Iris-versicolor
+75,5.306155040675383,3.66277217836255,1.5479814236282863,0.20087623456946996,Iris-setosa
+76,6.958198833557415,3.173538982314792,5.852153315549837,2.2825783772132326,Iris-virginica
+77,5.40147258863781,3.6674591813116058,1.5912953840916557,0.20963921733831214,Iris-setosa
+78,6.9086235136339385,3.1118351793525134,5.7245614450759215,2.2235917261927645,Iris-virginica
+79,5.90809020790251,3.0,5.02409590383304,1.7470149241222965,Iris-virginica
+80,4.925330697730096,2.4356777821099613,3.1755857258666396,1.0073307051656932,Iris-versicolor
+81,6.746980434916055,2.8375735909939626,4.744358514639089,1.4204117804135077,Iris-versicolor
+82,7.696547878298034,2.6133314118469513,6.899998680860614,2.3033607126588187,Iris-virginica
+83,5.19727258417614,3.394488058854153,1.4001252301611808,0.20118643737048747,Iris-setosa
+84,5.642624351663445,3.789824961537764,1.5761797679227394,0.33128951279601454,Iris-setosa
+85,6.117667708979722,2.8125298524009965,4.670165374989342,1.2038894414555101,Iris-versicolor
+86,5.856175424163158,2.8801391100349667,4.525319454426498,1.3070945250650923,Iris-versicolor
+87,5.40920241572372,3.4082362325882904,1.6060005404806887,0.3986867878640878,Iris-setosa
+88,7.8999988652404465,3.80494141424519,6.421565197314203,2.0296491978885713,Iris-virginica
+89,5.490861146177558,3.8999995213633816,1.3158949551616623,0.41047670519744883,Iris-setosa
+90,6.50544744753118,2.9727366999846834,4.325514124813333,1.336135782022578,Iris-versicolor
+91,4.6043163870011075,3.3752324261446494,1.3944097931571047,0.293674031421198,Iris-setosa
+92,5.384287208973679,3.9,1.3034420733606518,0.30624449398998244,Iris-setosa
+93,5.627194987918192,2.976593121298193,4.140729198758985,1.2925959807111538,Iris-versicolor
+94,6.840218005163339,3.1967195456433606,5.883970752537038,2.3062071243187883,Iris-virginica
+95,5.987049733438529,3.4126615919629644,4.550044442235316,1.6442184692477617,Iris-versicolor
+96,7.204054113833651,2.8542992205740645,6.215512111241034,1.7827549452399813,Iris-virginica
+97,5.598006463367304,2.4951838054242357,3.8777287949456785,1.1042553711219665,Iris-versicolor
+98,5.643060136121962,2.4986977275943105,3.922743125500519,1.0178579938230319,Iris-versicolor
+99,4.830348145276412,3.411269037104403,1.4975481842993879,0.19960424462171522,Iris-setosa
+100,5.8137111239616095,2.680076806083659,5.066471999065441,1.8897063979574296,Iris-virginica
+101,5.572187865516043,2.5563985439139896,4.248481625287306,1.1308255886367675,Iris-versicolor
+102,6.280716596444849,2.2779544722837506,4.3935583586707665,1.2646728071350872,Iris-versicolor
+103,5.392584079434827,3.3992309019204807,1.6660089035907715,0.22516006975061234,Iris-setosa
+104,4.913648976277497,3.1054520171557067,1.4882391409446152,0.1,Iris-setosa
+105,6.705350945034469,3.1064977459324172,4.670378108787956,1.495633365339887,Iris-versicolor
+106,6.0350001576479215,2.8079153354845516,4.680942722365059,1.1394540717203463,Iris-versicolor
+107,5.891368611810709,3.0,4.231002866070732,1.4700054343761861,Iris-versicolor
+108,6.573444562899648,3.0,4.364303900062834,1.3862992057051724,Iris-versicolor
+109,6.1168360066524485,2.7996179565094295,4.708611871571658,1.2194191668846717,Iris-versicolor
+110,6.28110695146723,2.8966369812410733,5.604227590858948,1.8210167363171665,Iris-virginica
+111,5.677967446812192,2.8655454621619745,4.479792357692171,1.3491096765992152,Iris-versicolor
+112,7.687360158049338,2.5999347067288285,6.9,2.300044918293037,Iris-virginica
+113,6.271354911853179,3.407381558164093,5.627797093906869,2.4031781779433166,Iris-virginica
+114,4.4,2.8891818304235413,1.4033277916295679,0.1935283193320967,Iris-setosa
+115,5.1025288066874035,3.6801964863346828,1.7049315515398469,0.4327781446516996,Iris-setosa
+116,5.329228819358712,2.690608843534375,4.201809255589716,1.3407964073492102,Iris-versicolor
+117,6.84767063796385,3.2058011146887955,5.828974273869322,2.294193401713477,Iris-virginica
+118,5.175274844785798,2.703717760251135,3.818273176519729,1.3941760155893042,Iris-versicolor
+119,6.4469912737634925,3.0,4.349493498622826,1.4040835888027716,Iris-versicolor

iris/tab_ddpm/4_3/16/test.csv

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

iris/tab_ddpm/4_3/16/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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/4_3/16/val.csv

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

iris/tab_ddpm/4_3/17/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.070258025285429,2.5039133155006676,3.1481482631725455,1.099907413414335,Iris-versicolor
+1,6.632133450212543,3.0137708474739116,4.592088138588638,1.444451743183497,Iris-versicolor
+2,5.231770950051515,3.4424263632243597,1.4919234768103047,0.38752842790635933,Iris-setosa
+3,5.330764440349639,3.6335712511796427,1.493587426168227,0.2036875767500322,Iris-setosa
+4,6.849916904038519,3.202613222505289,5.746582825530001,2.3062598267391548,Iris-virginica
+5,4.596378362803557,3.6008698796048377,1.0000006561717472,0.19841061859529738,Iris-setosa
+6,5.496432915789701,2.4220037025568546,3.627850313186515,1.0218777142602977,Iris-versicolor
+7,6.23921701856036,2.904941283669738,5.59484802566247,1.8165865437644513,Iris-virginica
+8,5.035798465421265,3.394670864176642,1.6084302726862398,0.40563758553172446,Iris-setosa
+9,7.2075949704132745,2.8932534840929813,6.226848835970464,1.7808968206127567,Iris-virginica
+10,6.106808722321182,2.6006482420055956,5.603604177963611,1.401057162471403,Iris-virginica
+11,7.081882571717023,2.91730612500718,6.089796714294475,1.84417319826827,Iris-virginica
+12,6.461708082596016,3.1511502035113392,4.69856667322551,1.5066484511614062,Iris-versicolor
+13,5.946753355428776,3.0,5.095998911704516,1.7758761233924019,Iris-virginica
+14,7.899998882394264,3.8059544223797475,6.380830915788151,1.9796211095808376,Iris-virginica
+15,4.4,2.91889000587215,1.3944142413165244,0.20031322388052952,Iris-setosa
+16,6.240923328278642,2.490132458455964,5.055344376526855,1.9019645589679368,Iris-virginica
+17,6.4740100884301315,3.0,5.794925407624697,2.222513009195721,Iris-virginica
+18,5.419447398644976,3.8999996437276323,1.3188660074130074,0.442180120481237,Iris-setosa
+19,5.216412981616593,2.7084995417185653,3.894439561073342,1.400737335708465,Iris-versicolor
+20,6.510333388536247,3.2019119255637776,5.059889313633569,2.0087691941898265,Iris-virginica
+21,6.712236623979655,3.316796402373127,5.710136993204208,2.499999634571614,Iris-virginica
+22,5.096480911686708,3.688988144330355,1.4960989402416047,0.4249447916633563,Iris-setosa
+23,4.592413137934081,3.6198028019466655,1.0000004065644998,0.20040789602099623,Iris-setosa
+24,5.670097391146713,3.788384138658246,1.6607809255169899,0.31369542324963495,Iris-setosa
+25,6.4665419972095055,3.0,5.764510890033719,2.1013597887895927,Iris-virginica
+26,5.010619022297096,3.572418236666973,1.4031301874812192,0.2038086283822685,Iris-setosa
+27,5.188685794073579,3.4620698056813164,1.4190487652600212,0.19952870651336987,Iris-setosa
+28,5.981876123722215,3.3872387732848837,4.471963995050153,1.5436428012675592,Iris-versicolor
+29,5.664304183387997,2.7420554619651454,4.500319683440904,1.28911644608183,Iris-versicolor
+30,5.409475566779303,3.4078744417190374,1.6285462618190096,0.3724891684894119,Iris-setosa
+31,5.937062090443416,2.7093554621318385,5.138142888512972,1.5860191573452547,Iris-versicolor
+32,5.156504146347696,3.470917444342415,1.4038665365142196,0.2029308958896793,Iris-setosa
+33,5.837898177024035,3.0,4.076417420086457,1.4630738755275388,Iris-versicolor
+34,5.168866774724374,3.4130409166793236,1.4010811313163192,0.19972589399660495,Iris-setosa
+35,5.618314728081002,3.0,4.534320513664989,1.4967329553804505,Iris-versicolor
+36,5.377910033009609,3.7249878459957175,1.4962049028861775,0.20562254060478571,Iris-setosa
+37,6.702481349199957,3.119194697097342,4.689472972827898,1.5102544805124434,Iris-versicolor
+38,5.981431821986353,3.0,4.231614128414559,1.4794144263701199,Iris-versicolor
+39,6.007447664299149,2.7359300629852252,5.090651888740185,1.5883297733339998,Iris-versicolor
+40,6.995124896103221,3.1269188376889594,5.788713928371075,2.2506390886035916,Iris-virginica
+41,5.043731019660632,3.380248802360395,1.6706195818458494,0.3737139726127084,Iris-setosa
+42,7.739671630911656,2.577389969437694,6.9,2.327746377954407,Iris-virginica
+43,5.263990433268864,3.7180793113371657,1.4951784542949103,0.20232526318063948,Iris-setosa
+44,5.382884583351078,3.40267469161534,1.4965327164560895,0.3823732628462915,Iris-setosa
+45,7.689622364735781,2.8076574431931456,6.704928818140921,1.9800231153847467,Iris-virginica
+46,4.4,3.2209329932947535,1.2709299576329334,0.19846767737810755,Iris-setosa
+47,5.80713156559675,2.5193878814451702,4.19461830355925,1.1641527628368225,Iris-versicolor
+48,4.874151575222226,3.0638893830800504,1.4820882856077282,0.1,Iris-setosa
+49,4.60003372855609,3.59000895218042,1.0000004255373585,0.19816930534760452,Iris-setosa
+50,6.458464455229452,3.137233989028352,4.6054659948731596,1.512232838915035,Iris-versicolor
+51,5.993305387843642,2.198156961393616,4.978174210647088,1.5060250100425214,Iris-virginica
+52,4.927843943793873,2.422255902744568,3.151154292823607,1.0107487118555913,Iris-versicolor
+53,5.776412666110964,2.6573306418340095,3.9300503061297936,0.8369675992084968,Iris-versicolor
+54,5.394388872900441,3.9,1.3316831064893888,0.34146394316693657,Iris-setosa
+55,5.916898556087955,2.910177957945372,4.52145005748121,1.3605128020429087,Iris-versicolor
+56,4.619509472564094,3.6057871036099014,1.0000004388489303,0.20997813068503113,Iris-setosa
+57,5.122046990221157,3.7761624956333835,1.635152391498559,0.19979076436158555,Iris-setosa
+58,5.661673722882854,3.0,4.201109418229945,1.3281333692020147,Iris-versicolor
+59,6.015634271437505,2.7398959143795056,4.95470031846495,1.5887346149977528,Iris-versicolor
+60,6.241289087182667,3.0561938647033533,4.6011981996514235,1.4912573203971247,Iris-versicolor
+61,5.947375958673478,2.8313828348612424,4.48581930042198,1.234650531693195,Iris-versicolor
+62,5.202883600960974,2.699045013205002,3.772772470144583,1.3645099742443036,Iris-versicolor
+63,6.646294113533881,3.0148869454767278,4.577703777787614,1.4668534703232983,Iris-versicolor
+64,4.495934408492591,2.3248011439253853,1.2949772461220275,0.3664812037642656,Iris-setosa
+65,5.414565240365853,3.3968284069166677,1.5693990786968057,0.3342227921938177,Iris-setosa
+66,6.226946255597387,2.250083868738354,4.369405699287471,1.3379155217158463,Iris-versicolor
+67,4.600336086948069,3.615941838067612,1.0000004217000842,0.19620578501236274,Iris-setosa
+68,6.8225228304185945,3.211094770052601,5.752182706168237,2.284854090000829,Iris-virginica
+69,4.601007993959962,3.41218412812328,1.4025542158040922,0.3892689016521475,Iris-setosa
+70,6.889260315249344,3.0997704632765704,5.1497664162901895,2.2969874100733483,Iris-virginica
+71,5.325396832436971,3.7267333183314157,1.4969890591425512,0.20897227281779354,Iris-setosa
+72,6.688549287747628,3.255316685562232,5.730604581975604,2.1111138978722908,Iris-virginica
+73,5.823707393835621,3.223478244108689,4.4648639156738845,1.5000798672852744,Iris-versicolor
+74,5.0054179494808695,2.0,3.5033434726424235,1.0034318951837256,Iris-versicolor
+75,5.018272921407214,2.000000630382205,3.504417497482366,0.872238715029213,Iris-versicolor
+76,4.846220991309593,3.0,1.3990912717800121,0.28961729063579206,Iris-setosa
+77,4.906885675406455,3.0,1.4010402912964517,0.20189850412536606,Iris-setosa
+78,6.152213839925308,2.662822183462934,5.606997708833148,1.4511710915898994,Iris-virginica
+79,5.610968477052457,2.896663756353077,3.6268133696061717,1.3043220357851715,Iris-versicolor
+80,7.30355931173923,2.907849926120102,6.2484712862702185,1.789185255989497,Iris-virginica
+81,5.274294159982068,2.8025735697196756,4.131317651792078,1.4306291731807677,Iris-versicolor
+82,5.957756063049804,2.1837938480779897,4.96433823359065,1.493818992071695,Iris-virginica
+83,5.878833859661291,3.0,4.232507015091927,1.4951653168802357,Iris-versicolor
+84,5.3859164265959185,3.389626764722665,1.5693475429495507,0.1974296058003095,Iris-setosa
+85,6.034004172815927,2.549413779361476,5.597149492112814,1.4393080684345134,Iris-virginica
+86,5.5971201944705085,2.902382723259262,3.6687495324078556,1.3116463102280982,Iris-versicolor
+87,5.984273768530857,2.735686744937663,5.087992833530528,1.598011259805471,Iris-versicolor
+88,7.199212208371295,2.95152491897437,6.196363230622487,1.9714250252277346,Iris-virginica
+89,7.720572234353915,2.7997616930021727,6.715227542077613,1.9985547265860089,Iris-virginica
+90,4.683881335324363,3.413231951143437,1.4449606070297425,0.24010959968582257,Iris-setosa
+91,4.84525012539778,3.398562334419741,1.5442757068194255,0.19920477029625702,Iris-setosa
+92,5.654279157596187,2.864681596135082,3.8887888375093893,1.27898487995517,Iris-versicolor
+93,6.809083442303554,3.0612680232539895,5.102173789316884,2.272176882127731,Iris-virginica
+94,5.371450855282756,3.4014367487425274,1.4956863478568039,0.33455012985432486,Iris-setosa
+95,5.156950455408443,3.766159768596759,1.4920065111474112,0.20127751037550604,Iris-setosa
+96,6.437885527369049,2.960528022681138,5.553063173674171,1.788139447984145,Iris-virginica
+97,6.098438284195444,2.78859739564356,4.291185521760372,1.1449383511508022,Iris-versicolor
+98,4.992298469352301,2.0,3.5296482160743894,1.0038477038370042,Iris-versicolor
+99,6.308577208504031,2.4818975696736527,5.035358276007261,1.904309963374403,Iris-virginica
+100,5.890681881556467,3.0,5.147094051280328,1.8036153498842706,Iris-virginica
+101,6.13613324403849,2.6058960308466483,5.612050107950873,1.4020049514093715,Iris-virginica
+102,5.420008317604835,3.8999993195244973,1.3024290606586586,0.38680838277479657,Iris-setosa
+103,7.729533826261908,2.7775584279599137,6.727425640659501,2.0123262893207756,Iris-virginica
+104,6.913810423019092,3.09466068622434,5.181189515276835,2.294004290425993,Iris-virginica
+105,6.686915900510351,3.3085944175617543,5.683820725585228,2.499999507870017,Iris-virginica
+106,5.625383681170191,3.0,4.508618791810688,1.5145143488071604,Iris-versicolor
+107,7.899998951182578,3.799884133381315,6.403442692701017,2.0216857374602895,Iris-virginica
+108,5.697203725082467,2.9765691980670406,4.4835338603747275,1.3958813443871005,Iris-versicolor
+109,4.913983151904943,2.377718680413814,3.333100445747627,1.020056044896614,Iris-versicolor
+110,5.9950782854345706,2.1820890932408026,5.016051440838776,1.5032235277471582,Iris-virginica
+111,4.578560282626978,3.614618214756609,1.0000004078656528,0.19483062060179432,Iris-setosa
+112,6.80785771438337,3.203367898879807,5.767002508135963,2.2983684355642513,Iris-virginica
+113,5.606092972236113,3.0,4.488912056066123,1.5024223140153568,Iris-versicolor
+114,6.269199245455155,3.236140950730896,4.719776647590343,1.5518832619478018,Iris-versicolor
+115,5.097759034142554,3.5502881921752865,1.4384603821037394,0.34463734602839097,Iris-setosa
+116,5.811456576284054,2.7359345361776537,5.102006484385154,1.8739891222272442,Iris-virginica
+117,5.0224472510577876,2.000000574739648,3.3399443191905758,1.020662877736123,Iris-versicolor
+118,6.716893698413813,3.298229598249656,5.694145201279647,2.5,Iris-virginica
+119,6.277136709923726,3.280381248910314,4.666484109610513,1.5275156545688344,Iris-versicolor

iris/tab_ddpm/4_3/17/test.csv

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

iris/tab_ddpm/4_3/17/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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/4_3/17/val.csv

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

iris/tab_ddpm/4_3/18/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.9,3.797795097491824,6.380504244854072,2.0025812866440265,Iris-virginica
+1,4.605377860951602,3.5935616201338783,1.0,0.19587595661966717,Iris-setosa
+2,5.236319578151099,2.7166600860889196,3.9945912380521165,1.3966566781219896,Iris-versicolor
+3,6.723324431797481,3.0833907844008137,4.671188945651605,1.471687277540468,Iris-versicolor
+4,5.03594692975453,2.4849365293157826,3.083959603546009,1.071349590245557,Iris-versicolor
+5,5.183441839863994,3.385295069757409,1.380751214356482,0.20277493810534716,Iris-setosa
+6,5.67453931849656,3.800107936243125,1.6560195423993083,0.2948390636290702,Iris-setosa
+7,4.596667120479679,3.5894018827361065,1.000000503522076,0.19825771157903643,Iris-setosa
+8,4.604553258476612,3.615184183670875,1.000000442952618,0.19680969567458506,Iris-setosa
+9,6.541664761654656,3.194573395877697,5.160834683369395,2.0187413137361254,Iris-virginica
+10,7.031190699239237,3.2120867968571463,5.767484580020681,2.28895835559059,Iris-virginica
+11,5.307474737079018,3.6721780873278855,1.5070302683655137,0.20434657499260023,Iris-setosa
+12,7.8999980798172516,3.7857047468599716,6.35508279377798,1.9939238596157074,Iris-virginica
+13,5.579227009747541,3.0,4.07790632502413,1.3078980010217656,Iris-versicolor
+14,6.261071911643457,2.264211969933681,4.378348534142878,1.3145856891661385,Iris-versicolor
+15,6.530550628665685,3.0,5.833601499685147,2.247521003415693,Iris-virginica
+16,7.709909784904891,2.80930785308396,6.719371080999547,1.9839594223879555,Iris-virginica
+17,6.272971964273267,2.468572526415268,4.754661670417209,1.4891112031353133,Iris-versicolor
+18,6.824462028457142,3.2000169591862715,5.759140748450715,2.2877338657364095,Iris-virginica
+19,7.143103648693606,3.0375156502424594,5.7930822566305915,2.2544369111018328,Iris-virginica
+20,7.711641148630728,2.591212280501948,6.899998779061093,2.298157473193588,Iris-virginica
+21,6.835945255754371,3.2199038300229375,5.739778857232496,2.263291834642583,Iris-virginica
+22,6.707632455529949,3.2867371044127194,5.685648634294668,2.4999994186849213,Iris-virginica
+23,5.69175124462213,3.7922723987239357,1.656520593456599,0.2971866401165855,Iris-setosa
+24,5.531049603556792,2.4411717674227162,3.723653650745793,1.0059558261316277,Iris-versicolor
+25,6.513013722207043,2.964228624170306,4.317779874403648,1.3369955461487069,Iris-versicolor
+26,5.359975168439625,3.392373111006034,1.4934621075093497,0.3886925657475786,Iris-setosa
+27,4.840439761801096,3.4097098518593545,1.499459233836996,0.1997820116493358,Iris-setosa
+28,6.576741433284273,3.0,5.8149743566421925,2.2309516349370337,Iris-virginica
+29,7.707069078461721,2.8655824874937244,6.70537522561093,2.024822187919914,Iris-virginica
+30,6.967165656421052,3.110941086258877,5.113436757606777,2.2934743506462083,Iris-virginica
+31,7.899998766328353,3.8035553452497335,6.442402912620207,2.0094895178781202,Iris-virginica
+32,5.883853896112868,3.1789561472320913,4.5123782543336155,1.528749029534403,Iris-versicolor
+33,6.306530042411884,2.491545295638458,4.888131083462863,1.5099872546898894,Iris-versicolor
+34,5.85944086705975,3.0,4.2015735702114325,1.4861241961392682,Iris-versicolor
+35,5.487475280327573,2.5898910090749814,4.406814118041326,1.1792856978851083,Iris-versicolor
+36,6.553538708585041,3.2103778103627425,5.119428134512121,2.077007281965462,Iris-virginica
+37,6.709540302677869,3.099709996927175,4.712121123579514,1.4986339710950924,Iris-versicolor
+38,4.790854579561911,3.390608082339263,1.668920871207097,0.20191938072314924,Iris-setosa
+39,5.196066988712155,2.6926117555122264,3.8858051751296774,1.3912809656258978,Iris-versicolor
+40,4.824484692971287,3.3888051648017754,1.7582500137004395,0.20133616815520178,Iris-setosa
+41,6.487913828508022,3.0,5.525539547971325,1.8151287752267264,Iris-virginica
+42,6.3429144125135535,3.3702451530191273,5.609607661912883,2.3889833264017035,Iris-virginica
+43,5.111322086799756,3.5154186013695012,1.4042153626493161,0.19499095907449215,Iris-setosa
+44,6.646181791556876,3.1356005869219725,5.629472346321124,2.018580079036923,Iris-virginica
+45,5.031720386302094,3.461070899871513,1.5631339796623227,0.3881296476314654,Iris-setosa
+46,5.789341556465152,2.7400488421893865,4.211602989239116,1.0264916215619644,Iris-versicolor
+47,4.788544141701069,3.0,1.401149731340915,0.29510375017299517,Iris-setosa
+48,4.8210720028391885,3.400746234841605,1.671083479404788,0.20108665075566579,Iris-setosa
+49,6.67062734134793,3.066507033316031,4.662690538971465,1.487549797729801,Iris-versicolor
+50,5.593406717578472,2.471936969007349,3.8641001411309928,1.0378381679909423,Iris-versicolor
+51,4.957056282812694,3.0904989275135,1.4339130440440626,0.19864339837234993,Iris-setosa
+52,5.1759264013337605,3.713477209406668,1.7574109379713416,0.38732196620703846,Iris-setosa
+53,4.60888996075409,3.5978781860465783,1.0,0.206693962111117,Iris-setosa
+54,4.973067449028932,2.0,3.4842588522103792,1.0176492325270874,Iris-versicolor
+55,5.5617356712219665,2.9078332786656476,3.589866665778163,1.3029746261225916,Iris-versicolor
+56,6.810363667754881,2.808492476328404,4.784079430644635,1.4004530900040926,Iris-versicolor
+57,5.624200027550118,2.896348907862201,3.7083607129837355,1.3076711401426586,Iris-versicolor
+58,4.596536336638854,3.631659624076927,1.0,0.1965280324692202,Iris-setosa
+59,4.994300023405559,3.6434052623193636,1.4089321066180722,0.19716072987796485,Iris-setosa
+60,6.820086603635607,2.8078253162720475,4.803759079867358,1.3978744481517127,Iris-versicolor
+61,5.998877843156006,2.918694740313678,4.576832596018513,1.3436712900885068,Iris-versicolor
+62,5.237049050252725,3.406363218805535,1.4040030685266884,0.19887723022566445,Iris-setosa
+63,7.710667392375896,2.606428649205247,6.9,2.302420279936372,Iris-virginica
+64,6.289921583284471,2.280050090639808,4.417221933465172,1.3123010531889827,Iris-versicolor
+65,4.802767323264024,3.0,1.401902004295701,0.10000011235690887,Iris-setosa
+66,4.400000448149659,2.900708003039494,1.3968199112616708,0.20159205184499746,Iris-setosa
+67,6.571095591529718,3.0,4.396313609211241,1.396679663818727,Iris-versicolor
+68,6.834055941301016,3.166448138216333,5.799102652797891,2.2984660830930457,Iris-virginica
+69,5.109142426909069,3.709673913571107,1.4957628910997656,0.39655990591601625,Iris-setosa
+70,6.35064085227192,2.9194839880691155,5.595395755246972,1.8094591958134425,Iris-virginica
+71,6.687008974633161,3.0542806779007425,4.685433739068442,1.4964715639406014,Iris-versicolor
+72,6.66569042925355,3.2883983987813195,5.7199980520136116,2.4999994718918632,Iris-virginica
+73,6.457229580647673,2.9247598419984553,4.3347416580545595,1.3203756253668126,Iris-versicolor
+74,6.064965115428627,2.4471073682927575,5.096300223002637,1.665370520109439,Iris-virginica
+75,7.658076121414608,2.813192782349574,6.686702453175632,1.9854477433472346,Iris-virginica
+76,7.708470029295325,2.599015882929463,6.8999988083094355,2.29575127261806,Iris-virginica
+77,7.692493849138164,2.8076066491046805,6.685374242815646,2.0154924704001864,Iris-virginica
+78,5.1025378645109685,3.4839991007311997,1.3868430002366603,0.29716607239814985,Iris-setosa
+79,5.88109942982282,3.0,5.085919144624054,1.773857145841299,Iris-virginica
+80,6.298121909941584,2.2926375420201333,4.413160570910966,1.2819391703404168,Iris-versicolor
+81,4.400000658000173,3.189077296972326,1.2619294599037199,0.1988190222291379,Iris-setosa
+82,5.885401891907491,3.0,5.095492420506231,1.8122970198764818,Iris-virginica
+83,6.773991545857852,2.518145898056832,6.133508969019284,1.8240307583374453,Iris-virginica
+84,5.5175314591281275,2.640530191161896,4.441850779382929,1.2456488125329221,Iris-versicolor
+85,5.409072573579832,2.5552155481901346,4.326120381671959,1.1532749734532663,Iris-versicolor
+86,4.618182750004073,3.6319280282511333,1.0,0.19110970967599372,Iris-setosa
+87,6.46595126648966,3.186255136300171,5.084914592984715,2.0103654501129795,Iris-virginica
+88,6.723125652173453,3.2794978359602918,5.732769421313987,2.0941246191705076,Iris-virginica
+89,4.856404773840691,3.0623332599890443,1.4826868197969496,0.10000009849652605,Iris-setosa
+90,5.487308909139245,2.585668444009825,4.353145103984687,1.2026061152191891,Iris-versicolor
+91,5.824209612076243,2.7392561415424197,4.235900491274951,1.1023337930100565,Iris-versicolor
+92,5.087750264777192,3.5025939933347208,1.403147598821648,0.19682287339453158,Iris-setosa
+93,4.40000060925126,3.0,1.3354402985808405,0.1931777290647612,Iris-setosa
+94,5.88940832889237,3.0,4.217722435181665,1.492400655315728,Iris-versicolor
+95,5.093790941220529,2.5003248914371126,3.094360862999663,1.0766171942937377,Iris-versicolor
+96,5.802547197388069,2.7204234484715997,4.119686384032503,0.9806357062486764,Iris-versicolor
+97,4.8138614301049945,3.0,1.3850730966305684,0.10000010666528915,Iris-setosa
+98,5.620697709119575,3.0,4.0655937633076045,1.2950723723684627,Iris-versicolor
+99,4.485612654202599,2.262993051570778,1.284201774091104,0.29081039477096565,Iris-setosa
+100,4.881266469295123,3.110189697734279,1.4747696600591702,0.10000010515888665,Iris-setosa
+101,4.989189529616348,2.0,3.1665305013778693,0.9648939944167116,Iris-versicolor
+102,6.247288397166064,2.4906729157410403,4.994070168985962,1.882975387025216,Iris-virginica
+103,6.471778576193355,3.0,5.790975902114385,2.2067279425721638,Iris-virginica
+104,6.4867021019907245,3.0,5.78583256330199,2.1973738279755772,Iris-virginica
+105,5.6503412310339325,2.7130295803347613,4.405214441333484,1.174655886463458,Iris-versicolor
+106,5.641200014979516,2.8814317902345317,3.9671508429148212,1.2719352969608946,Iris-versicolor
+107,6.204077568873708,2.907236813248876,5.5614349962213625,1.8514944919120704,Iris-virginica
+108,5.1509339863175185,3.7049341496780017,1.5699474334100398,0.4022251104207305,Iris-setosa
+109,6.916584491524215,3.1905375652316557,5.7678297414306465,2.3127269738395,Iris-virginica
+110,4.4,2.9138120057844716,1.3866712745186602,0.19856547754960327,Iris-setosa
+111,6.048938023460691,2.402571839384959,5.36757182502601,1.4558472429108023,Iris-virginica
+112,4.814613769907961,3.0,1.4021415730168114,0.1,Iris-setosa
+113,5.881356909423912,3.0,5.071253401778237,1.8076703375247098,Iris-virginica
+114,7.21085023200564,2.888543197879102,6.1847847732123755,1.7723613951521402,Iris-virginica
+115,6.713924850551442,3.3108498399256328,5.703043207608461,2.5,Iris-virginica
+116,5.855313215407077,2.7097191926549087,4.263031413558052,1.055021839555014,Iris-versicolor
+117,4.4,3.157783393689298,1.3126677074893685,0.20243452063865322,Iris-setosa
+118,7.696733952828056,2.5864831952784124,6.9,2.314371282377391,Iris-virginica
+119,5.0630006748124385,3.50518771424125,1.3951240709739183,0.19628140543540074,Iris-setosa

iris/tab_ddpm/4_3/18/test.csv

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

iris/tab_ddpm/4_3/18/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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/4_3/18/val.csv

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

iris/tab_ddpm/4_3/19/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.9,3.8091450235085187,6.4293802645047675,1.9826252078561497,Iris-virginica
+1,5.108324763462866,3.504592893945738,1.382931930028125,0.29991807169084905,Iris-setosa
+2,7.420183978103782,2.855255899282888,6.399824543168011,1.8323258894793943,Iris-virginica
+3,5.941027922291482,3.0,5.128785144949108,1.800678834625685,Iris-virginica
+4,7.676435936398373,2.6144994127027026,6.9,2.3027199195287555,Iris-virginica
+5,6.520216667814301,3.0,5.517628528419993,1.8464780317706952,Iris-virginica
+6,5.162874821851691,3.4287012573028166,1.4131571602000959,0.22128279525483027,Iris-setosa
+7,6.877941785616287,3.0,5.736617564228922,2.028289534935951,Iris-virginica
+8,6.791069669481859,2.8105645247865576,4.869302130420224,1.4114824681082756,Iris-versicolor
+9,6.308963741870556,2.882151478821268,5.637060998061532,1.8215145021620895,Iris-virginica
+10,4.901486536076664,3.0953126738244436,1.6849258315547555,0.1000000931732914,Iris-setosa
+11,6.030197047429154,3.3697433937695993,4.470026256727049,1.6022418973187662,Iris-versicolor
+12,5.556910485260946,2.621971243292093,4.395907043140884,1.2440759197219453,Iris-versicolor
+13,6.049657117722219,2.680554032328476,5.0867039316652845,1.574011084600294,Iris-versicolor
+14,7.715841981571498,2.6013171935211443,6.9,2.320700093694134,Iris-virginica
+15,5.088315629352616,3.5047743895475434,1.393362745025422,0.2875139128634331,Iris-setosa
+16,6.023331381879274,2.925851336423922,4.607120288900729,1.3360791089404027,Iris-versicolor
+17,5.74612447146074,2.7093279927203753,5.076995756858901,1.901122676765725,Iris-virginica
+18,6.441033784324118,2.915932539713879,4.339047582049011,1.3174587456667421,Iris-versicolor
+19,6.706270540297153,3.297200019179608,5.703937925901456,2.4999995988093895,Iris-virginica
+20,6.673458272238217,3.3182485377637136,5.711006362483385,2.5,Iris-virginica
+21,6.09445111301779,2.591534764959332,5.616763345988489,1.4105034800404603,Iris-virginica
+22,5.4268743884848805,3.899999526587286,1.3315011275033966,0.36269244084763974,Iris-setosa
+23,4.915136339391649,3.0,1.4005506880847565,0.19458250578216446,Iris-setosa
+24,7.412923622722578,2.90028844717107,6.451394460307127,1.815574456326325,Iris-virginica
+25,7.2764544649959735,2.915267885908396,6.225433340515811,1.811344588531132,Iris-virginica
+26,6.6927240132605625,3.3102108944046944,5.689117175396833,2.5,Iris-virginica
+27,5.746838829923054,2.7635122616611207,4.329927800678461,1.1669734168434518,Iris-versicolor
+28,5.833529381687974,2.685220264561736,4.011920397465728,0.9995576730593261,Iris-versicolor
+29,6.690951322887103,3.3221410008527044,5.706165205244853,2.5,Iris-virginica
+30,6.294824602728312,3.383043710716551,5.590315428402744,2.3956751377345635,Iris-virginica
+31,7.6706598155447505,2.610759207733437,6.899998810860574,2.2873720362850456,Iris-virginica
+32,6.701532695855308,3.3134997417366394,5.693632936805079,2.4999996312234023,Iris-virginica
+33,4.6098077291982085,3.6045576811483433,1.0,0.19694074901232272,Iris-setosa
+34,6.971456135262882,3.188449478251583,5.618224036394778,2.3027976395712733,Iris-virginica
+35,5.084830379863218,2.5043928565032485,2.8789808118010343,1.089112173898761,Iris-versicolor
+36,6.8064805818444425,3.0,5.39617140416287,2.1997355208244387,Iris-virginica
+37,4.7977616396544045,3.0,1.3882943218813237,0.10000009915494851,Iris-setosa
+38,6.4893795674514765,3.0,5.539994912969333,1.8056508866191745,Iris-virginica
+39,5.691293096269731,3.786587309550197,1.6806549545876024,0.296431804172693,Iris-setosa
+40,4.972706281706005,2.0,3.579408396942048,1.0236432444327985,Iris-versicolor
+41,6.299170180472075,3.385939843981447,5.627946866020848,2.3969795797292046,Iris-virginica
+42,5.122084258463551,3.4971574993856076,1.3992589842361234,0.29867270806879564,Iris-setosa
+43,5.723797891014549,3.0,4.463785186722723,1.5112284204253879,Iris-versicolor
+44,5.928869820769364,3.028735774343678,4.323492283618548,1.5106985489949347,Iris-versicolor
+45,5.404341333025153,3.4087769027263066,1.7684977504080177,0.20023959378236306,Iris-setosa
+46,5.059833437902954,3.400363127248858,1.7251912717553495,0.37475335517058844,Iris-setosa
+47,5.218811545596365,3.4056775834766833,1.4004210520453029,0.1971900549330861,Iris-setosa
+48,4.611786768389601,3.400221496834746,1.404173235846464,0.32300997260326797,Iris-setosa
+49,5.865925522765873,2.712294716102199,4.10525267489301,0.999014373865176,Iris-versicolor
+50,7.703968283240207,2.647441505114513,6.899987782927144,2.3204360602714336,Iris-virginica
+51,6.925195877465955,2.9961819198701583,5.6405487857044445,2.0186093384400614,Iris-virginica
+52,5.419326604298084,3.3848577750242055,1.6859957728866668,0.44875628138717083,Iris-setosa
+53,5.7893734953349325,2.9737036484599204,4.455819751420066,1.4164530920107747,Iris-versicolor
+54,6.810594399473662,2.7740251301738064,4.831416903338864,1.3992097377114312,Iris-versicolor
+55,6.697270862279566,2.5043377898211867,5.796216376877138,1.7959858874652146,Iris-virginica
+56,4.4981076388210175,2.313107754007677,1.2847270341356127,0.29931105109201883,Iris-setosa
+57,5.984619490927072,2.86817453649775,4.5563879744420746,1.4915943631239192,Iris-versicolor
+58,5.524273418246054,2.610951780445522,4.417450120671187,1.2319863356114853,Iris-versicolor
+59,4.802266543493851,3.374338730237348,1.6796618638721643,0.19757623734070534,Iris-setosa
+60,6.3428375192484605,2.850100177880756,4.296797891652283,1.2552990002121378,Iris-versicolor
+61,7.9,3.8173780519942686,6.450109754074614,2.0303227964229635,Iris-virginica
+62,6.291547999138693,3.3131790255390685,4.721643110359718,1.6031531082221466,Iris-versicolor
+63,5.09124323468741,3.4892575911297357,1.387169838490597,0.19796938678984244,Iris-setosa
+64,7.338872762053553,3.0,6.260548811211886,2.092222085701748,Iris-virginica
+65,7.9,3.774920862278228,6.391871704733291,1.9994509993170706,Iris-virginica
+66,4.936040007064197,2.4121225371834343,3.1930347052119377,0.9872360342485185,Iris-versicolor
+67,5.118319447561923,3.4607888150960022,1.4007304498768225,0.1978789887648275,Iris-setosa
+68,6.125334283135414,3.020467751448598,4.593324866068615,1.5157009034533273,Iris-versicolor
+69,5.765897397499979,2.8469357733949696,4.5154297919846,1.3148504807303363,Iris-versicolor
+70,6.926981276431814,3.1068081717547935,5.08391377097148,2.2975918434964173,Iris-virginica
+71,6.312900553854938,2.4400148974022198,5.024581976750036,1.8894283910260439,Iris-virginica
+72,5.999756471810135,3.3924033503169,4.510584171268941,1.5840880608435066,Iris-versicolor
+73,7.682330475503485,3.0,6.6780149356295,2.0861927546889207,Iris-virginica
+74,7.705966418421541,2.8032744990903944,6.677424864237915,1.9938889141541716,Iris-virginica
+75,4.887841997323758,2.4041787373290164,3.2159392894498904,0.962940290744396,Iris-versicolor
+76,5.61925752761172,3.0,4.179190809671704,1.3064962597984793,Iris-versicolor
+77,7.269422680560335,2.8862580064378593,6.2352197531054845,1.7921107456919867,Iris-virginica
+78,5.58052356738977,3.0,4.080245962729407,1.303966612735332,Iris-versicolor
+79,5.671426437737397,2.878042058780087,4.012503182378267,1.2735314128531798,Iris-versicolor
+80,7.465763035050673,3.0,6.4283818118494285,2.07493174459805,Iris-virginica
+81,6.145776439778781,3.0349325951145163,4.61687102782607,1.4566911157602178,Iris-versicolor
+82,4.8906756015656505,3.055389080140903,1.4793389223510622,0.10000011731414753,Iris-setosa
+83,4.965553896977126,2.444417326747331,3.0324891987599587,1.0308326931915763,Iris-versicolor
+84,5.801802769795749,2.8933556525840105,4.461765532137482,1.307900814991971,Iris-versicolor
+85,4.6173048284880265,3.600861346483908,1.0000004055076397,0.19868608520524786,Iris-setosa
+86,5.314959152054675,3.6886238331794066,1.6207891267858203,0.2006611524318883,Iris-setosa
+87,5.231491114469115,2.732459576133151,4.005373626795474,1.4028075031274776,Iris-versicolor
+88,5.800159995420693,3.0,4.403548842073047,1.5124654491104643,Iris-versicolor
+89,5.57222463075297,2.4425992936905194,3.8469915015626412,1.0706713662523362,Iris-versicolor
+90,6.717540723959223,3.313242493356222,5.712159243157771,2.5,Iris-virginica
+91,5.3076445349738615,3.418616453355387,1.4998284900055705,0.41368139840022067,Iris-setosa
+92,5.704123519157424,3.0,4.448353871399175,1.4899882412788517,Iris-versicolor
+93,5.66545280789743,2.609367466996389,4.249017181381398,1.1313927873478928,Iris-versicolor
+94,6.961564122184063,3.2099916236667716,5.672204759491856,2.308937518325727,Iris-virginica
+95,6.687054508511057,3.1059952589896804,4.65458904040239,1.494039875537244,Iris-versicolor
+96,7.89999819276412,3.801197980563538,6.4118467728570785,1.994588838177105,Iris-virginica
+97,4.4,2.881934601019632,1.4000137868106362,0.20264336573137354,Iris-setosa
+98,5.533421305812801,2.4518356699616373,3.7185948056367275,1.0640703223763763,Iris-versicolor
+99,4.400000508244518,3.0586005923572417,1.3352916692698362,0.19997393371123745,Iris-setosa
+100,5.063417568441474,3.549751189042113,1.397949963254551,0.20040461706560259,Iris-setosa
+101,6.013833942420488,2.6846876645480773,5.140134821233011,1.6320750113608862,Iris-versicolor
+102,5.181064767633658,3.774908533058395,1.7506503289810464,0.2019399473237721,Iris-setosa
+103,6.086522216462233,2.608519487182469,5.593562811628114,1.3872399303774687,Iris-virginica
+104,5.476042108316673,3.9,1.3133975510011497,0.4471238492552878,Iris-setosa
+105,5.902368909738917,3.0,4.13935193618984,1.5075989953429856,Iris-versicolor
+106,5.079173161361216,3.6699905651878155,1.4876723998771462,0.3858674433872826,Iris-setosa
+107,7.5970764585400135,3.0,6.604910383172888,2.0911293432237756,Iris-virginica
+108,7.35733551063337,2.8822818866792157,6.387333405441039,1.8177123201501864,Iris-virginica
+109,4.974070258441419,2.0,3.3170937678672914,0.9303734510913242,Iris-versicolor
+110,4.919018340886886,3.119293022669732,1.4897637831043995,0.10000010407653301,Iris-setosa
+111,5.356482369128209,3.4042207073132285,1.5107150475158608,0.19899791797473793,Iris-setosa
+112,7.283250538161692,3.0,6.2403530983073825,2.1266153911607732,Iris-virginica
+113,6.313264434764262,2.2721610718235974,4.387023997160112,1.3096060342270992,Iris-versicolor
+114,5.003144287366641,3.598182421159646,1.3966157841903848,0.20080921513146405,Iris-setosa
+115,7.9,3.7953804481396354,6.400897771218409,2.003704355906341,Iris-virginica
+116,4.990061470479565,2.0,3.491905443624475,1.0063013869363937,Iris-versicolor
+117,7.359155312535148,2.8813505811984244,6.359420970450623,1.8182973564164788,Iris-virginica
+118,4.621941974149125,3.3441403937722147,1.397136932520556,0.29642700684060685,Iris-setosa
+119,4.499792596249253,2.311450138620536,1.300676320897142,0.2963945173822943,Iris-setosa

iris/tab_ddpm/4_3/19/test.csv

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

iris/tab_ddpm/4_3/19/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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/4_3/19/val.csv

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

iris/tab_ddpm/4_3/2/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.051433395787507,2.247298480261774,5.020921973068912,1.5242473961603415,Iris-virginica
+1,4.5952868277693275,3.6312895454353975,1.000000384994422,0.20115845136639907,Iris-setosa
+2,6.542102958829516,3.0,5.506014844268575,1.8230868279653933,Iris-virginica
+3,6.850088665276436,2.7911370669900992,4.781629363599398,1.3950767056035829,Iris-versicolor
+4,6.299157113673929,3.3878439678029397,5.636014498503229,2.3885251048511265,Iris-virginica
+5,6.399681311944862,3.2654007924673003,4.71753623635426,1.5867396379222847,Iris-versicolor
+6,4.903823267830038,3.0,1.4006891494413984,0.19734548555627163,Iris-setosa
+7,4.834840272396536,3.368332550755901,1.4930202171107896,0.19700048908734336,Iris-setosa
+8,6.705571943963694,3.283197393345242,5.685715796855269,2.4999995450692776,Iris-virginica
+9,5.775789385517056,2.8760494790492324,4.511738521487588,1.3304624622716794,Iris-versicolor
+10,5.162157264667377,3.680402585410229,1.5467900482792183,0.38424155499331814,Iris-setosa
+11,6.52552916354328,3.0,5.523921788680105,1.7959564046103609,Iris-virginica
+12,5.778772253964804,2.9893798900711213,3.91557345018161,1.3975688638413168,Iris-versicolor
+13,6.520944524850169,3.0,5.459841727779321,1.8143277421874577,Iris-virginica
+14,6.68620972404578,3.2848837467879486,5.700475604971926,2.5,Iris-virginica
+15,5.680331160310134,2.751912008224155,4.4387560337621625,1.2717042134744359,Iris-versicolor
+16,6.079901611733514,2.5762415016028206,5.612128252901259,1.3992066643951198,Iris-virginica
+17,5.328025056165257,3.619896570595502,1.4915332914841954,0.19775747108175176,Iris-setosa
+18,7.721503289762707,2.6072615586806553,6.9,2.308994471247445,Iris-virginica
+19,5.084470225088223,3.6054593698413973,1.4694904776865831,0.401422056268553,Iris-setosa
+20,7.7373333775111615,2.600797171397708,6.9,2.3040049890041683,Iris-virginica
+21,6.236141222198882,2.841644519198965,5.577487606450073,1.765085899412336,Iris-virginica
+22,6.019618117160654,2.191518254588484,4.979133025063346,1.5176647894621593,Iris-virginica
+23,6.294356027990205,3.3803297811199013,5.597652260896593,2.403859734213163,Iris-virginica
+24,5.544680693195606,2.543061537374425,3.9377774431678003,1.109961499540959,Iris-versicolor
+25,5.111085998110921,3.7475428170955096,1.662725340170304,0.3393300250473318,Iris-setosa
+26,7.698189127095623,2.8133395343003778,6.681898108009087,2.0229708944490956,Iris-virginica
+27,5.393067925917557,3.402478431665617,1.8413387096873493,0.2016004267473642,Iris-setosa
+28,5.107863389188263,3.7154783499028516,1.520477608611122,0.2526273741070307,Iris-setosa
+29,5.611078825584435,3.0,4.142724696374895,1.3070451460301804,Iris-versicolor
+30,4.400000527020085,3.2005610549357746,1.29038826966208,0.18638871868863627,Iris-setosa
+31,4.591208578517058,3.399872651721963,1.3811927750548532,0.3037205737416438,Iris-setosa
+32,5.567646865693098,2.4184550975177728,3.8408671025718952,1.0205777285093767,Iris-versicolor
+33,4.9105895742501655,2.440673025307863,3.34202232964133,1.0363114978793964,Iris-versicolor
+34,7.710483555937091,2.582051597490739,6.9,2.3002594756366763,Iris-virginica
+35,5.072961863443725,2.000002604866708,3.5669320014183024,1.0634002612903748,Iris-versicolor
+36,4.928476370762922,2.418667608304922,3.323948505767495,1.0122865816243516,Iris-versicolor
+37,7.9,3.8035092079460027,6.395731737714489,2.0206080616989213,Iris-virginica
+38,6.654865941628327,3.024943939201868,4.5339659733749516,1.4376099947471568,Iris-versicolor
+39,5.392613866304761,3.403057732109049,1.4978972078426969,0.38705284320586053,Iris-setosa
+40,5.639831284460952,2.926240147508542,3.97359625098745,1.3150110968971405,Iris-versicolor
+41,5.397178519143062,3.9,1.318216478333376,0.34756167779979225,Iris-setosa
+42,7.517308131454943,3.0,6.505664596812971,2.0883153588376047,Iris-virginica
+43,6.407923739646769,3.222264442611997,4.711266818066195,1.5325219693380705,Iris-versicolor
+44,5.6235227464322195,2.8818277831569685,3.684172099533665,1.3049871679172544,Iris-versicolor
+45,4.930157520287696,2.425261976031661,3.420061780598706,1.0440508126921078,Iris-versicolor
+46,6.072617322479944,2.611861017564118,5.129744360032233,1.5703230851755707,Iris-versicolor
+47,6.203141203885526,3.356942969027797,4.62573443591335,1.6405657531780629,Iris-versicolor
+48,6.5398978297657155,3.2824973204957977,5.569677784909279,2.3352945585010367,Iris-virginica
+49,4.790613107933386,3.0,1.401071012061223,0.29626863358123245,Iris-setosa
+50,5.741358154044287,2.791984979106841,4.082639214872758,1.1905676476643152,Iris-versicolor
+51,5.402472807958934,3.8999995849917695,1.2905013517116335,0.30817094457788374,Iris-setosa
+52,4.833091123122953,3.4155122738806405,1.534922641166599,0.20682842369424018,Iris-setosa
+53,5.03524240608783,2.000000667078588,3.5611283448796414,1.0286382712391064,Iris-versicolor
+54,5.409034102422866,3.4057495072661275,1.6584672323225715,0.1955952548992451,Iris-setosa
+55,6.523534354766627,3.0,5.81931314958435,2.2123953528577345,Iris-virginica
+56,5.434613835617749,3.3927280538231304,1.6893958022651507,0.19806216631889717,Iris-setosa
+57,5.634235438940114,2.5920212716364013,4.1779049682660085,1.1259395395363128,Iris-versicolor
+58,5.195628992934143,2.6864291879378035,3.854057937547874,1.390240212218257,Iris-versicolor
+59,6.802159991734805,3.2250501563698544,5.850616219866854,2.312841217521891,Iris-virginica
+60,7.899998891998197,3.7995233700294913,6.428427604215485,1.9874957858198772,Iris-virginica
+61,5.911850580336893,3.0,4.261598485700491,1.4988398216803622,Iris-versicolor
+62,6.404093864161026,3.189475727121664,4.671821784652073,1.5183757632096804,Iris-versicolor
+63,6.017691416111325,2.718105010200396,5.101529883944427,1.5968161167724668,Iris-versicolor
+64,5.151259452241297,3.535821507516846,1.425490895930132,0.20507160109938027,Iris-setosa
+65,4.4,2.918386965939668,1.4019831605057986,0.19963764273694795,Iris-setosa
+66,5.715169586611785,2.9314793560187025,4.599244085808262,1.4778745584437376,Iris-versicolor
+67,5.910689512938678,2.848687615748368,4.700219118890417,1.5334585446487405,Iris-versicolor
+68,6.265291569041876,3.3154263730488753,4.6977450695196605,1.580127558435073,Iris-versicolor
+69,6.886275991891818,3.2034765460787864,5.697696322010088,2.3122418696614244,Iris-virginica
+70,5.18436243682592,3.4436323618045743,1.4024478128299311,0.2340904500689151,Iris-setosa
+71,6.028320783590709,3.3805641897300522,4.496857937589668,1.6154526934295004,Iris-versicolor
+72,6.132083133259378,2.5672015180367733,5.030840886002619,1.8991938023962318,Iris-virginica
+73,5.595253896592204,2.879776912358627,3.541620563284236,1.3030309019231563,Iris-versicolor
+74,6.838583154550342,3.0,5.301614717521463,2.1939651104068223,Iris-virginica
+75,6.264905567792853,2.8621021350269626,5.598102580205101,1.8020093435926758,Iris-virginica
+76,5.0885229730462855,2.5422622491386524,3.453763071900476,1.2219855182617008,Iris-versicolor
+77,5.236170091664136,2.5187509985421066,3.1898301400572837,1.1579056033261237,Iris-versicolor
+78,4.503485778416553,2.3246225294635754,1.2840338056472953,0.29335443260610355,Iris-setosa
+79,6.093283439621774,2.5864710521705416,5.56529235711008,1.4012953952730878,Iris-virginica
+80,5.002417726439731,2.0000008532363944,3.446675213309506,1.005103920148564,Iris-versicolor
+81,6.760445096775835,2.8715591274331707,4.7542607447249745,1.4059203751499612,Iris-versicolor
+82,4.603506951284808,3.5977051920045215,1.0,0.2023165356271257,Iris-setosa
+83,5.566170228272952,2.4357584032799102,3.7823233265631178,1.0910408830176148,Iris-versicolor
+84,4.962126303205216,3.487776248091503,1.36663914395968,0.22644155776595185,Iris-setosa
+85,6.524601774422864,3.1714720592420678,5.165634828356736,2.0369000808654074,Iris-virginica
+86,5.58613606900227,3.0,4.114994666498174,1.3099951682086022,Iris-versicolor
+87,5.31256202396987,2.736604364964083,3.958082384439929,1.3801998219693485,Iris-versicolor
+88,6.809234836314697,2.7955482626615202,4.76701486797851,1.3973621300279726,Iris-versicolor
+89,7.899998919195095,3.7920220062302628,6.354181571578602,1.9856611950036924,Iris-virginica
+90,5.555120924746568,2.514453134580544,3.8094678098204553,1.0643898075720335,Iris-versicolor
+91,4.911300750614932,2.3982678422164483,3.4413499322960694,1.0139578249782681,Iris-versicolor
+92,5.20959945819964,3.3891025157513948,1.3831517107168174,0.20271022505682884,Iris-setosa
+93,5.833751921730453,2.741630110666879,4.775941687833654,1.4275733461117681,Iris-versicolor
+94,6.443889876729854,2.9019253917551895,4.357277931212215,1.3060385143513846,Iris-versicolor
+95,6.0486753943126255,2.6822143985109745,5.0379080251748345,1.5869902005113232,Iris-versicolor
+96,6.528390526336413,3.0,4.434459287394183,1.435875145235926,Iris-versicolor
+97,7.67966056815443,2.610469144414681,6.9,2.2953797170665076,Iris-virginica
+98,4.599787686952171,3.601898683083506,1.000000406759286,0.18485131092693452,Iris-setosa
+99,5.240060202422765,2.6077099277082976,3.74383013205964,1.3351351392828938,Iris-versicolor
+100,5.7541636072073565,2.864372134994907,4.4024303930634305,1.3021222752421426,Iris-versicolor
+101,5.507202047435557,2.4571990093899787,3.8254803544027896,1.0608000289313149,Iris-versicolor
+102,5.59951148973239,3.0,4.473262717304908,1.4926336203113566,Iris-versicolor
+103,6.640942697148378,3.0,4.482678099840758,1.4275795338675934,Iris-versicolor
+104,5.820688901415379,2.745140350415622,4.218853155932956,1.0741240250485258,Iris-versicolor
+105,5.781568174444033,2.7821608930459676,5.107476612511772,1.8876558316657066,Iris-virginica
+106,4.400000449270651,2.9180739833350664,1.3931936265002784,0.19221812889553144,Iris-setosa
+107,5.080592250134129,3.796885342365163,1.4979524517750997,0.20009361171698598,Iris-setosa
+108,5.789108045141102,2.6523947702182062,4.002756867181795,1.081349403917503,Iris-versicolor
+109,5.411729752735839,3.4068332980734897,1.5079183959346794,0.4128632483438052,Iris-setosa
+110,5.341860044495718,3.5788475681686958,1.4962673877002073,0.33849372633393315,Iris-setosa
+111,7.9,3.807845529551777,6.436968412905659,1.9911561611556463,Iris-virginica
+112,6.021805935221674,2.9005456584705773,4.525469611925295,1.5031398247254986,Iris-versicolor
+113,5.505174494059434,2.5982675147322096,4.41389242081476,1.2216316921378398,Iris-versicolor
+114,4.774090973114955,3.0,1.4016383144822095,0.35047366959824294,Iris-setosa
+115,4.4,2.8506639573995995,1.4008898859738854,0.19934434994906036,Iris-setosa
+116,5.211457008513483,3.4064844865565815,1.3958661276203819,0.20535030570928547,Iris-setosa
+117,6.688722979559105,2.509419785126892,5.765436086992503,1.7783385376428338,Iris-virginica
+118,6.075288711653952,2.608220251627133,5.583978683105032,1.4077809227531461,Iris-virginica
+119,5.302848067634693,3.7078001656452257,1.52115485417037,0.19941189311253232,Iris-setosa

iris/tab_ddpm/4_3/2/test.csv

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