a

iris/tab_ddpm/df/0/synth.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.336492604343743,2.9724611648313877,6.299998830000332,1.7787116861621803,Iris-virginica
+1,4.89148590871717,2.484616976402548,4.498041589073634,1.6856561993887147,Iris-virginica
+2,6.0105306447697915,2.698998077010836,5.077243560972084,1.5920266692031746,Iris-versicolor
+3,6.482176850872536,2.965124042776436,5.71529437265941,2.1913010747884742,Iris-virginica
+4,5.627505318486968,3.0,4.484144284312948,1.4702054555544157,Iris-versicolor
+5,4.899612596300265,2.5057262501794626,4.447768288815546,1.685294240027993,Iris-virginica
+6,5.31138353189582,3.7258374201134306,1.495117786916496,0.2011505455020257,Iris-setosa
+7,5.987556179862832,2.224409824780521,3.9923708862885894,1.0538093921974934,Iris-versicolor
+8,6.659222362071624,2.813116842684214,4.654275085430296,1.480803462513283,Iris-versicolor
+9,5.095636417292784,3.4646633911267837,1.4973584028361069,0.1984679808393532,Iris-setosa
+10,5.3488302818566575,3.0,4.490740964382372,1.512234098345483,Iris-versicolor
+11,5.424185926346841,3.940060137459532,1.4857926540292903,0.19719162542281243,Iris-setosa
+12,5.530517234182874,2.595877423482511,4.4042224815275395,1.2021974650695846,Iris-versicolor
+13,5.111547227114056,2.5018214447299596,3.13997625947239,1.1069948271551366,Iris-versicolor
+14,5.5376480226995985,2.4039492526833603,3.8005721497355496,1.0753183769001564,Iris-versicolor
+15,6.497893984560459,3.1614849017158817,4.598094388806696,1.5024777710289574,Iris-versicolor
+16,5.504425491233826,2.5279992144203285,4.030402636516254,1.3108520727581174,Iris-versicolor
+17,5.715354669878444,4.4,1.509377782662831,0.38431753786229195,Iris-setosa
+18,4.9203140707243564,2.4956233120411264,4.518373526757908,1.694730086283817,Iris-virginica
+19,6.799365574892396,3.0,5.489611412202566,2.0964592952139833,Iris-virginica
+20,4.925649652608729,3.463855540170126,1.2783727669198366,0.2909065376092055,Iris-setosa
+21,5.819020228339954,2.6961235020540055,5.098338424886414,1.890870833638011,Iris-virginica
+22,5.005111020151507,3.509803675885555,1.5974065868118432,0.5384872837537653,Iris-setosa
+23,5.886442009777924,2.245102707812575,3.9789470940657328,1.0626355024397625,Iris-versicolor
+24,4.838444366855312,3.1517899234339777,1.7090610957197367,0.19822337842734702,Iris-setosa
+25,6.015819174226136,3.3945859430298895,4.511877294636666,1.592689048021254,Iris-versicolor
+26,5.740884824836009,3.0,4.258111586984615,1.4084836652157657,Iris-versicolor
+27,6.19785028975161,2.8974044938785677,4.845759662160873,1.799055475130245,Iris-virginica
+28,6.302451782620317,3.2899971096633456,5.924880026292023,2.5,Iris-virginica
+29,5.009240606541299,3.395268525629033,1.599989464276494,0.38257372617059304,Iris-setosa
+30,7.191132453451488,3.662625091412111,6.109657872346096,2.5,Iris-virginica
+31,5.899601347182429,2.649021275128118,3.9966630628613258,1.2430174557006561,Iris-versicolor
+32,4.7944891536151655,3.0,1.3866102663742526,0.3907900766827398,Iris-setosa
+33,5.31741647679083,3.398733255563276,1.6643142948140746,0.19378696370481333,Iris-setosa
+34,5.016514675618551,2.0,3.656597686373904,0.8739693953510648,Iris-versicolor
+35,6.312245523359031,2.800366333518769,5.093848251837739,1.4903175174668015,Iris-virginica
+36,6.728661838522314,2.7999022949092436,4.730827841355509,1.4279341495713926,Iris-versicolor
+37,5.044469119312536,2.0,3.7754903471842716,1.0654053310831941,Iris-versicolor
+38,6.417930851591282,3.112091214843638,5.470565832580582,1.8132236439751388,Iris-virginica
+39,5.989205754706802,3.396966731826043,4.477124481972766,1.5973614867335424,Iris-versicolor
+40,4.61079316247314,3.4157253593779258,1.4045839791622725,0.33087677745485294,Iris-setosa
+41,5.353723287040218,3.3851938092711444,1.5996032149022863,0.19926446363785133,Iris-setosa
+42,6.896007079972892,3.0890121672360253,5.110538961968243,2.2942247635490545,Iris-virginica
+43,6.282520557733299,3.3224698718613506,4.657741710526679,1.592808935791431,Iris-versicolor
+44,6.439483839195055,3.1780059730872083,4.52415065003081,1.4912743212976376,Iris-versicolor
+45,5.685729011907228,2.858951100009793,4.190132870422092,1.3129589486688864,Iris-versicolor
+46,6.212268146402186,2.7643180697778176,4.829738804343915,1.7943719276263548,Iris-virginica
+47,4.585207616910199,3.401254128343189,1.3768318904586407,0.3076643704005157,Iris-setosa
+48,6.1092848024337805,3.0,4.88489290547496,1.8084959286566453,Iris-virginica
+49,6.424042313848099,3.097510401767811,5.500056839191942,1.7928230518094477,Iris-virginica
+50,6.808737219302514,3.4154009185905716,6.024733489228905,2.4999996101621824,Iris-virginica
+51,4.792638084285576,3.398062322537612,1.7160331125273942,0.20047354770466833,Iris-setosa
+52,4.916219373426049,3.4594432103980757,1.314323489544861,0.28519354683465914,Iris-setosa
+53,7.29484383997031,2.8806042285348403,6.299999240418241,1.7905893888436448,Iris-virginica
+54,7.114415142582599,3.0,5.90681588039057,2.091133731555194,Iris-virginica
+55,5.49684738123641,3.0,4.526022213706164,1.4815487738630884,Iris-versicolor
+56,4.95567004121471,2.0,3.3668852785379473,0.9152449543653387,Iris-versicolor
+57,7.2305789353998495,3.601029088209291,6.104931466548694,2.4999995932255743,Iris-virginica
+58,5.088953782306404,3.771620995094625,1.8524821125647235,0.4645962203859303,Iris-setosa
+59,5.686861144996321,2.967677390471561,4.417085405863595,1.4315839104119599,Iris-versicolor
+60,5.093890672079369,2.407658797740265,3.1168173421917515,1.1116957110689643,Iris-versicolor
+61,5.089775855039323,3.789097646516601,1.6173504200041504,0.2004010386315341,Iris-setosa
+62,4.998357440447222,3.46789467436751,1.5972729089899576,0.45321389448869726,Iris-setosa
+63,6.498723975038487,3.1899990455116454,5.107130537598903,1.9948158392377044,Iris-virginica
+64,6.074037506443178,2.7702249542813338,3.956456456527215,1.2900508796220018,Iris-versicolor
+65,4.795602974992301,3.4003459072223237,1.5988558987934274,0.19864322131247597,Iris-setosa
+66,5.467602864152149,2.3943706507412506,3.7774035884801163,1.0883665648446263,Iris-versicolor
+67,5.967993774288488,3.0,5.108214824349952,1.8020653638656845,Iris-virginica
+68,4.7973465484956455,3.0,1.4007964009894005,0.30172564696589654,Iris-setosa
+69,4.915221254731723,2.4769184803807294,4.50929158875786,1.6989214335640728,Iris-virginica
+70,6.399204117242079,3.0890424753281716,5.5125903467279205,1.8090648537172416,Iris-virginica
+71,7.170535207755021,3.6187741002131437,6.093193048924633,2.499999615454995,Iris-virginica
+72,6.026123748915371,3.3869921953168634,4.537823290874649,1.6239438757229672,Iris-versicolor
+73,6.311284101546015,2.7900110489394416,5.091207014195317,1.481163786773367,Iris-virginica
+74,4.58405675866284,3.583114702963373,1.0000005477681468,0.19808483304318852,Iris-setosa
+75,4.595829075890331,3.3918543475876124,1.3864339278478715,0.31910975381613077,Iris-setosa
+76,5.371770176827119,3.7181065369361326,1.4982214301274257,0.1997430492156127,Iris-setosa
+77,4.3898809507629375,2.886459388256384,1.3887451611967172,0.19476957585098248,Iris-setosa
+78,5.494482197589429,2.3849804457937225,3.8189990159674307,1.0252928105618435,Iris-versicolor
+79,4.300000491567429,3.0,1.0988774218847093,0.10000010654513537,Iris-setosa
+80,4.395648684761102,2.8863346921009665,1.4227960088982257,0.19820690273444957,Iris-setosa
+81,6.265205564281021,3.3281429234652826,4.687202513102979,1.612932954916113,Iris-versicolor
+82,5.501887035535587,2.4375676734901788,3.959881000870657,1.2466715268761073,Iris-versicolor
+83,5.298264521076967,3.683325337758447,1.501845157458187,0.2025236055036561,Iris-setosa
+84,6.394446344434209,3.2236692792680257,4.587975329610126,1.5291471268996442,Iris-versicolor
+85,5.703405632815193,3.0,4.19935575035189,1.1984293490100533,Iris-versicolor
+86,5.090056231651023,2.4739580488763897,2.9924691103470833,1.1004437054071396,Iris-versicolor
+87,5.98675734717504,2.7016596853378796,5.145601519079287,1.614144327899345,Iris-versicolor
+88,6.916382010384516,3.11161218994216,4.899891904281207,1.4907264567647576,Iris-versicolor
+89,5.45350963174664,3.44949461807017,1.68370885547353,0.20213988393071186,Iris-setosa
+90,6.338269801759337,3.2476605255217956,4.602751736785268,1.551232939010103,Iris-versicolor
+91,6.024387709004794,3.0,4.999470204303022,1.812257410940597,Iris-virginica
+92,6.790629710071541,3.0,5.515262854261444,2.099506242824396,Iris-virginica
+93,5.361429707945738,3.4004424482976434,1.6477265753179684,0.20197229536491595,Iris-setosa
+94,6.485258446855834,3.0,5.800812940207756,2.1750922113584226,Iris-virginica
+95,4.8095497151188145,3.379783935965888,1.5972169649009569,0.2014122416503563,Iris-setosa
+96,4.7971723052184085,3.0,1.414425748655538,0.10000009341275808,Iris-setosa
+97,4.900214906511605,3.1060300383914914,1.4999704459130903,0.1,Iris-setosa
+98,6.247363801075179,2.757834924896126,4.838617445536984,1.80583708825959,Iris-virginica
+99,6.082658553565247,2.945835416719882,4.636519857605966,1.4029243939196987,Iris-versicolor
+100,5.026358906898392,3.6570704347530167,1.668544514541697,0.5735497970861709,Iris-setosa
+101,5.799609881168889,2.6841766617699383,5.103398617237324,1.8758237523374115,Iris-virginica
+102,7.201994463537993,3.583229651355471,6.099299770997337,2.5,Iris-virginica
+103,5.030574429845489,2.3709718651031255,3.2192054255881706,1.103884098089898,Iris-versicolor
+104,6.394941401783739,3.2065204664892417,4.4983036411077055,1.5021463380606266,Iris-versicolor
+105,6.713018417321482,2.471647122369366,5.804081334970712,1.8038967335593992,Iris-virginica
+106,6.006751243832449,3.4049135913436475,4.490691149680164,1.5892767705151762,Iris-versicolor
+107,7.132932608221778,3.0,5.902920946621035,2.083651729778217,Iris-virginica
+108,6.374365515385862,3.083047136090082,5.489044448120503,1.8030459731531023,Iris-virginica
+109,5.01398373769153,3.39957755175878,1.7952859331526874,0.4206587060715691,Iris-setosa
+110,6.376176266509211,2.6654416743219023,5.24869061666861,1.8808672763342655,Iris-virginica
+111,6.111270497476346,2.806940942774991,4.721374141127152,1.1995307239910489,Iris-versicolor
+112,6.806837265346113,3.1070239568878133,4.872953682292458,1.5043981447632764,Iris-versicolor
+113,4.914413198290367,3.1108689502685345,1.5050031007739224,0.1,Iris-setosa
+114,6.879388044384352,3.181780034202898,5.704454455817827,2.287667586520975,Iris-virginica
+115,4.834589947685454,3.370111533404355,1.8561716940064836,0.19785985014861718,Iris-setosa
+116,5.2192387565394,2.712945182161052,3.9409430628446764,1.4041784243867292,Iris-versicolor
+117,6.506986073385634,2.7963329237050276,4.583184615011619,1.5080149917699976,Iris-versicolor
+118,7.699998708024757,3.0,6.111029377965728,2.279771197135894,Iris-virginica
+119,5.601449493332179,2.932021922123038,3.259344496905493,1.307295365913892,Iris-versicolor
+120,6.034381681488739,2.909512208240379,4.523192611429884,1.4059606493378713,Iris-versicolor
+121,6.482015848957916,3.0,5.294254208165114,1.901724707126073,Iris-virginica
+122,4.397208520616273,2.889822926105365,1.3899480330228404,0.20022397265834369,Iris-setosa
+123,7.293864650572533,2.8923230807716616,6.299999344908617,1.7981014392120034,Iris-virginica
+124,4.962646628513854,3.4438672856541284,1.5902746724020802,0.4519194751159091,Iris-setosa
+125,6.906291417356709,3.207076895312784,5.579856587385858,2.302030812753097,Iris-virginica
+126,6.183001663054853,2.191611207443267,4.505316775363236,1.5022268963083898,Iris-versicolor
+127,5.485598050076373,3.0,4.488156629422585,1.4956169240657253,Iris-versicolor
+128,4.300000715125,3.0,1.098403630102315,0.10000014001801388,Iris-setosa
+129,4.664507560247842,3.1462798840690747,1.4022778359794752,0.2001011508264022,Iris-setosa
+130,6.62492321397595,3.2890672011002096,5.766743524206933,2.4999996234158455,Iris-virginica
+131,4.601266106479531,3.6006638340985857,1.0000006016306418,0.19094248839634764,Iris-setosa
+132,4.980875734595161,2.0000005898906363,3.3402923110412788,0.9362826284372605,Iris-versicolor
+133,6.685427005827833,3.2947853579519597,5.721147090797198,2.5,Iris-virginica
+134,5.098782810498583,3.7892259402838695,1.5954532217326003,0.2011584062721056,Iris-setosa
+135,5.060311034144757,3.566126226854779,1.296411985283726,0.3289508395409218,Iris-setosa
+136,4.99589500900483,3.407395735640787,1.593505782296665,0.43299437599377333,Iris-setosa
+137,7.294755940080261,2.915155919594756,6.299999233970189,1.80294905111788,Iris-virginica
+138,5.418736446208451,2.519250591753163,3.922841093987446,1.3057608844745205,Iris-versicolor
+139,6.118492560509701,3.0,4.617164991674302,1.4162309659824786,Iris-versicolor
+140,5.715213750259434,4.399999182271757,1.5118057368400253,0.3572048294150837,Iris-setosa
+141,5.9120244106343245,3.0,5.11131243655613,1.7960859172460903,Iris-virginica
+142,5.017490538568649,2.2888056075506578,3.1926263628671103,0.997258965400663,Iris-versicolor
+143,5.813298177364453,2.806056422054919,5.102665590985526,2.4136717514009103,Iris-virginica
+144,5.104481843523761,3.7783337370352417,2.006544046178443,0.5105497927864158,Iris-setosa
+145,5.800430106164393,2.8669194249751215,4.243246799401405,1.3046930221789304,Iris-versicolor
+146,4.3,3.0,1.0926714778053412,0.1,Iris-setosa
+147,5.181206657286463,3.49992445019162,1.5001232832974767,0.20015326053268295,Iris-setosa
+148,6.2102241982463715,2.8175702283815154,4.793903020275716,1.7989433413637181,Iris-virginica
+149,6.130648392319598,2.84066782546343,4.69237825868515,1.2116125787026697,Iris-versicolor

iris/tab_ddpm/df/0/train.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1,3.5,1.4,0.2,Iris-setosa
+1,4.9,3.0,1.4,0.2,Iris-setosa
+2,4.7,3.2,1.3,0.2,Iris-setosa
+3,4.6,3.1,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+5,5.4,3.9,1.7,0.4,Iris-setosa
+6,4.6,3.4,1.4,0.3,Iris-setosa
+7,5.0,3.4,1.5,0.2,Iris-setosa
+8,4.4,2.9,1.4,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+11,4.8,3.4,1.6,0.2,Iris-setosa
+12,4.8,3.0,1.4,0.1,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+14,5.8,4.0,1.2,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+16,5.4,3.9,1.3,0.4,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+18,5.7,3.8,1.7,0.3,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+20,5.4,3.4,1.7,0.2,Iris-setosa
+21,5.1,3.7,1.5,0.4,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+26,5.0,3.4,1.6,0.4,Iris-setosa
+27,5.2,3.5,1.5,0.2,Iris-setosa
+28,5.2,3.4,1.4,0.2,Iris-setosa
+29,4.7,3.2,1.6,0.2,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+31,5.4,3.4,1.5,0.4,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+33,5.5,4.2,1.4,0.2,Iris-setosa
+34,4.9,3.1,1.5,0.1,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+37,4.9,3.1,1.5,0.1,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+39,5.1,3.4,1.5,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+41,4.5,2.3,1.3,0.3,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+45,4.8,3.0,1.4,0.3,Iris-setosa
+46,5.1,3.8,1.6,0.2,Iris-setosa
+47,4.6,3.2,1.4,0.2,Iris-setosa
+48,5.3,3.7,1.5,0.2,Iris-setosa
+49,5.0,3.3,1.4,0.2,Iris-setosa
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+100,6.3,3.3,6.0,2.5,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+102,7.1,3.0,5.9,2.1,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+104,6.5,3.0,5.8,2.2,Iris-virginica
+105,7.6,3.0,6.6,2.1,Iris-virginica
+106,4.9,2.5,4.5,1.7,Iris-virginica
+107,7.3,2.9,6.3,1.8,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+109,7.2,3.6,6.1,2.5,Iris-virginica
+110,6.5,3.2,5.1,2.0,Iris-virginica
+111,6.4,2.7,5.3,1.9,Iris-virginica
+112,6.8,3.0,5.5,2.1,Iris-virginica
+113,5.7,2.5,5.0,2.0,Iris-virginica
+114,5.8,2.8,5.1,2.4,Iris-virginica
+115,6.4,3.2,5.3,2.3,Iris-virginica
+116,6.5,3.0,5.5,1.8,Iris-virginica
+117,7.7,3.8,6.7,2.2,Iris-virginica
+118,7.7,2.6,6.9,2.3,Iris-virginica
+119,6.0,2.2,5.0,1.5,Iris-virginica
+120,6.9,3.2,5.7,2.3,Iris-virginica
+121,5.6,2.8,4.9,2.0,Iris-virginica
+122,7.7,2.8,6.7,2.0,Iris-virginica
+123,6.3,2.7,4.9,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+126,6.2,2.8,4.8,1.8,Iris-virginica
+127,6.1,3.0,4.9,1.8,Iris-virginica
+128,6.4,2.8,5.6,2.1,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+130,7.4,2.8,6.1,1.9,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+132,6.4,2.8,5.6,2.2,Iris-virginica
+133,6.3,2.8,5.1,1.5,Iris-virginica
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+136,6.3,3.4,5.6,2.4,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+138,6.0,3.0,4.8,1.8,Iris-virginica
+139,6.9,3.1,5.4,2.1,Iris-virginica
+140,6.7,3.1,5.6,2.4,Iris-virginica
+141,6.9,3.1,5.1,2.3,Iris-virginica
+142,5.8,2.7,5.1,1.9,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+144,6.7,3.3,5.7,2.5,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+146,6.3,2.5,5.0,1.9,Iris-virginica
+147,6.5,3.0,5.2,2.0,Iris-virginica
+148,6.2,3.4,5.4,2.3,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica

iris/tab_ddpm/df/1/synth.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.6951961634858295,3.184912867956113,1.3174430498152627,0.20031770935745966,Iris-setosa
+1,4.300000887160199,3.0,1.1097218062036782,0.10000013326317508,Iris-setosa
+2,4.881247367238559,3.1000213953523557,1.5010587230839574,0.10000011135956663,Iris-setosa
+3,5.695626541349767,4.399999002371242,1.4990083074300704,0.39094172042570935,Iris-setosa
+4,5.695148625402139,2.8724646455050857,4.1100447769101285,1.3088551858495259,Iris-versicolor
+5,4.61041687445144,3.1247806660192667,1.4821699837382432,0.20312707683073877,Iris-setosa
+6,5.529618345986524,2.599990271583102,4.357112902578336,1.247523972712955,Iris-versicolor
+7,5.809918664287254,2.700398565840977,5.131405231314456,1.900269623865648,Iris-virginica
+8,6.265652207594102,3.332136394704847,4.6449778949288225,1.5974658750490116,Iris-versicolor
+9,5.005261657098751,2.371064822252694,3.1049341937798562,0.9564170428047205,Iris-versicolor
+10,6.7924119519224275,3.1397543846347995,4.731441075047733,1.4192229899487048,Iris-versicolor
+11,5.583602151654645,2.9003102294743677,3.415785663840966,1.2860848231894555,Iris-versicolor
+12,6.51231786011275,3.0,5.497517030524917,1.8103923284205725,Iris-virginica
+13,6.720387758573025,3.0940559431317127,4.74612770742608,1.5066215851513862,Iris-versicolor
+14,4.400879208367089,2.897623880711763,1.381047037944462,0.19887712887913142,Iris-setosa
+15,4.827035074233574,3.3551800867303725,1.647444085979613,0.19456536495338464,Iris-setosa
+16,5.007225714415097,2.0,3.26137988672332,0.9982972240927812,Iris-versicolor
+17,4.830673516286695,3.1255325075628098,1.6453212237034667,0.20113605678923363,Iris-setosa
+18,5.9771762255724665,2.9553084484803778,4.409695080708393,1.4057539773057626,Iris-versicolor
+19,6.294687288867155,2.817084055124689,5.144161963391722,1.51356237494084,Iris-virginica
+20,6.885532344684508,3.210764328239207,5.703765730146901,2.284866839225578,Iris-virginica
+21,7.098570755535787,3.4653969129370488,6.004850555021011,2.5,Iris-virginica
+22,6.883873270082082,3.095719763278748,5.116553808936626,2.310363777409305,Iris-virginica
+23,6.518095391582949,3.0,5.507095841375453,1.8072668110814323,Iris-virginica
+24,6.44629735923039,2.9679851380080327,5.706395028331542,2.1699948377601848,Iris-virginica
+25,4.772109461940679,3.1014328762998784,1.5874732270689775,0.19820456003025871,Iris-setosa
+26,5.296942884479768,3.73002758597917,1.5003477287636835,0.20425668837455668,Iris-setosa
+27,7.15973793151837,3.0,5.904958249769786,2.097567058759576,Iris-virginica
+28,7.699998865184756,3.0,6.115301713511099,2.2925353444045404,Iris-virginica
+29,4.98558878607911,2.0,3.578950550318079,1.1182458989734707,Iris-versicolor
+30,6.105247080926635,2.8142514648729833,4.686515118863268,1.1998817426671207,Iris-versicolor
+31,5.767187716328793,2.602838458125479,3.9847341360852475,1.202128395430084,Iris-versicolor
+32,6.319518921812766,2.700577705849963,4.908776627802243,1.8011382210767568,Iris-virginica
+33,7.1129677970332335,3.0,5.911215642948725,2.084816731318202,Iris-virginica
+34,6.546903524300052,3.0,5.818132431996373,2.2073882858396625,Iris-virginica
+35,5.4116653370225745,3.88997697095556,1.302202386412394,0.3499503041836138,Iris-setosa
+36,6.194470370358147,2.7812819663036494,4.75559565049252,1.7959362213061865,Iris-virginica
+37,6.617948333251456,3.13316210340755,4.609522823321948,1.5059446221538098,Iris-versicolor
+38,6.356540350281703,3.222760124309512,4.474005503416361,1.5014323092662265,Iris-versicolor
+39,5.066078180748324,2.4670367077264546,2.904648611830714,1.0624134520019226,Iris-versicolor
+40,5.026759726566434,3.506709236352525,1.2774843330710577,0.2915864351500607,Iris-setosa
+41,4.787122820450364,3.0,1.3958849887903897,0.10000012020063793,Iris-setosa
+42,6.0643438785699795,2.8969040429948594,4.627839250421025,1.4313122503382774,Iris-versicolor
+43,6.554033630835325,2.7881851599008303,4.6233738737656305,1.4841698942272283,Iris-versicolor
+44,5.6267078337672505,2.902620762728581,3.7437841005770767,1.2889626550269442,Iris-versicolor
+45,5.690314680960232,3.780989587358526,1.8704636843143958,0.297355234361281,Iris-setosa
+46,6.540721190071224,3.0,5.201632070887173,2.0096100683731977,Iris-virginica
+47,6.210059327736213,2.179523642722325,4.474301024074236,1.49813566978264,Iris-versicolor
+48,4.982975488899063,2.00000062884214,3.4863020100672006,0.965789347694495,Iris-versicolor
+49,6.019094862998636,2.874778767803806,4.4992914486902365,1.4640077446104,Iris-versicolor
+50,5.780863759361103,2.7989929929501445,5.1074348551930475,2.40256724410359,Iris-virginica
+51,4.802290558630361,3.1290635880245112,1.5970166999929811,0.19915304956717317,Iris-setosa
+52,6.03620787355682,2.759488031607633,3.949515116149102,1.2786155553746774,Iris-versicolor
+53,7.310935387989276,2.9025267781756026,6.299999293310885,1.824980447041924,Iris-virginica
+54,7.278101789045808,2.8748951284661155,6.3,1.8389214549991044,Iris-virginica
+55,4.995111247537618,3.492776061171128,1.5980927172875163,0.5676746486375707,Iris-setosa
+56,6.387192041409631,3.098323699055354,5.4876465061682,1.8107127377737595,Iris-virginica
+57,6.08308782241249,2.8274776964129003,4.057283572658248,1.2868034991033492,Iris-versicolor
+58,6.399128824445825,2.8276961256860798,5.59564556281336,2.122574697192775,Iris-virginica
+59,5.239131750631362,3.546299176070206,1.49996767536263,0.20084193516634494,Iris-setosa
+60,6.07632457951409,3.0,4.577714765267355,1.389998534751649,Iris-versicolor
+61,6.201417930586755,2.7918324457641353,4.804949396014857,1.799550746290636,Iris-virginica
+62,4.802021723765318,3.39737730385328,1.9150677032494314,0.19822713614803,Iris-setosa
+63,4.652849837226714,3.3862679484865033,1.5047644116450276,0.2964445306234935,Iris-setosa
+64,5.511052718448593,2.6047147949554206,4.416615908575746,1.1860321047305837,Iris-versicolor
+65,5.5244817737486445,3.0,4.522748522442118,1.4927992220213893,Iris-versicolor
+66,5.0075284187864035,2.299299622454831,3.3149188337903164,1.0029476501911958,Iris-versicolor
+67,4.980278005835339,2.2796869348462847,3.2581167165575553,0.9778746543862824,Iris-versicolor
+68,5.158787013633425,2.4823809122181566,3.0420465423183796,1.0594669424249368,Iris-versicolor
+69,4.3,3.0,1.1043007924294788,0.1,Iris-setosa
+70,5.3769803272262635,3.395269571545077,1.7505149537740916,0.20067062786025155,Iris-setosa
+71,4.996319153465791,2.000000551062969,3.5966696852082327,1.0690697819992785,Iris-versicolor
+72,5.009944830033352,3.40071799443801,1.5971072752524234,0.40091628751926006,Iris-setosa
+73,5.511409208490794,3.0,4.517265811565273,1.500435009683544,Iris-versicolor
+74,5.544157891156781,2.437275044670518,3.838156750801533,1.061957770583343,Iris-versicolor
+75,5.597353810832926,2.9099799116740184,3.7072829495062036,1.3089490962290786,Iris-versicolor
+76,5.213307054763522,2.7018613998019707,3.907490276804462,1.4030753103800637,Iris-versicolor
+77,4.775177373293767,3.3914807068491246,1.9120736661531814,0.19955253213635848,Iris-setosa
+78,4.899725122416785,2.5030203761441614,4.4868010561178195,1.6983125943808275,Iris-virginica
+79,6.264262855843219,2.739620694663807,4.879707828238394,1.8123307193255893,Iris-virginica
+80,4.30000066751274,3.0,1.1148432732188345,0.10000018534353546,Iris-setosa
+81,4.580843246303609,3.5596391128853293,1.0,0.20076706406420414,Iris-setosa
+82,6.092439433773677,2.6056287509002862,5.579259607586075,1.391819823541228,Iris-virginica
+83,6.175828208851238,3.3303692207910784,4.5350450840633565,1.5583755858101975,Iris-versicolor
+84,6.699673505014986,3.2856850486468026,5.7213400188396815,2.5,Iris-virginica
+85,7.6999988275444,3.0,6.0769432559914724,2.282448054802649,Iris-virginica
+86,6.911386308452638,3.2065088431032844,5.6859314876683005,2.294858233878582,Iris-virginica
+87,6.687519131786869,2.491867522170044,5.817445276469568,1.7944725132263972,Iris-virginica
+88,7.30788674026882,2.925463690829177,6.3,1.7892525306061309,Iris-virginica
+89,4.3,3.0,1.0918187396855037,0.1,Iris-setosa
+90,6.001710014035398,2.1969467482603546,5.000582482257372,1.5058422681209507,Iris-virginica
+91,6.297846889436977,3.3108634183383794,4.688678979009717,1.5975481081767338,Iris-versicolor
+92,6.3835539081968875,2.8137279654218657,4.5960030654656725,1.4658083952813064,Iris-versicolor
+93,6.1854139295544295,2.8708025614040906,4.192921156999469,1.3072028468416712,Iris-versicolor
+94,6.395285578988936,2.722606222605913,5.37202138385458,1.9463510700242206,Iris-virginica
+95,5.452979853762396,3.0,4.502784121215372,1.4896590608779203,Iris-versicolor
+96,5.144384673348934,3.6569513131063163,1.2904174813907434,0.3303280986390142,Iris-setosa
+97,6.118779064352331,3.0,4.911971171221443,1.8278606227917926,Iris-virginica
+98,6.189530129686157,2.8211714433345856,4.822466861397687,1.7984636513717782,Iris-virginica
+99,6.395223355750816,2.7824088229681436,5.573816367182196,2.066214551480593,Iris-virginica
+100,7.336571184713058,2.9066603684540047,6.3,1.7916265110476348,Iris-virginica
+101,5.981958152288051,3.401494091688276,4.5264343410579935,1.5929243765227208,Iris-versicolor
+102,5.544911218704645,3.0,4.487024492882813,1.4808487782355813,Iris-versicolor
+103,6.1574724840162975,2.8999899236635835,4.817082790840431,1.7944611849318983,Iris-virginica
+104,6.802565045100871,3.0,5.486295704730874,2.1019568574567655,Iris-virginica
+105,6.007490898000834,3.399207070824266,4.486055627774597,1.5899265987811906,Iris-versicolor
+106,5.685095644898886,3.0,4.163340042720722,1.2170908099978153,Iris-versicolor
+107,5.690767035326626,3.0,4.166456899201734,1.21887688598088,Iris-versicolor
+108,7.208758731754,3.2091356692211566,5.985859542792827,1.8179371737562602,Iris-virginica
+109,5.652362991893203,2.552174301990718,4.003795741402456,1.1324106807596364,Iris-versicolor
+110,4.890270477128693,2.499644109597718,4.4902547775820585,1.7016169755436772,Iris-virginica
+111,6.918668539477419,3.088454562948906,5.271946204966804,2.267860415202379,Iris-virginica
+112,7.29080330618375,2.898343983296101,6.299999313525883,1.7810735963370716,Iris-virginica
+113,4.3,3.0,1.0863840662973678,0.1,Iris-setosa
+114,4.608743102864347,3.3768060356968306,1.3762557438105423,0.29805861348848306,Iris-setosa
+115,4.8757217595759945,3.0946422384188548,1.5021899307560198,0.1,Iris-setosa
+116,6.496696193871743,3.0,5.223762241758629,1.992930692937576,Iris-virginica
+117,6.795068911632047,2.7998610414619183,4.77757036101814,1.377495529783055,Iris-versicolor
+118,5.405696152813406,3.7088336327151437,1.4946642133324726,0.20445120893545582,Iris-setosa
+119,6.404540621441299,3.1942873656967707,4.484693188183539,1.4799091126618282,Iris-versicolor
+120,6.388312013083444,2.7945988611300363,5.577938532970259,2.123694731878985,Iris-virginica
+121,6.144614095226407,2.9771536622939125,4.832783401116753,1.7953791009468896,Iris-virginica
+122,6.876689053112492,3.197893744080447,5.698483088514873,2.2881347102010716,Iris-virginica
+123,4.781600590943063,3.0,1.3786805012188954,0.2947861772230549,Iris-setosa
+124,5.611604805566046,2.5049137603213234,3.8847959396224514,1.1085786082130873,Iris-versicolor
+125,5.041736700818425,2.3948001340496146,3.0544146135503603,1.0050037761828223,Iris-versicolor
+126,4.746164575149572,3.4033316680462686,1.5669516624123112,0.20078321048349818,Iris-setosa
+127,5.273646061933445,2.590974304353388,3.9769406510207768,1.2165786934755336,Iris-versicolor
+128,5.496964415196911,2.5084783593845414,4.0146958367272845,1.3073544160241088,Iris-versicolor
+129,6.296669241291796,2.620617419019699,4.9044784476790255,1.8011630217890304,Iris-virginica
+130,5.69623660520427,3.0,4.417402922312714,1.4898411073885658,Iris-versicolor
+131,6.96142590085144,3.0,5.906445714357896,2.1126016723122385,Iris-virginica
+132,6.164432349449019,2.8063931614413486,4.777187101329917,1.785526423694023,Iris-virginica
+133,4.808797204572675,3.1047170688920103,1.642824707518912,0.20125990748799852,Iris-setosa
+134,6.294572140667818,3.311335384606232,6.01603956195761,2.5,Iris-virginica
+135,4.865647143113659,3.076778802770515,1.4898192372260903,0.1,Iris-setosa
+136,7.1687823021004125,3.1802911854762623,6.004662037642353,1.8175711750860246,Iris-virginica
+137,6.086714860366979,3.0,4.587375599064928,1.386950382661563,Iris-versicolor
+138,6.325067496448444,3.2817625935687635,4.719365581813064,1.593874473296485,Iris-versicolor
+139,4.827228609354134,3.405181972562701,1.5941241478592723,0.19976473680731607,Iris-setosa
+140,4.764291559242884,3.3941747629178027,1.5949611694346757,0.19676090335507784,Iris-setosa
+141,5.74315382194238,2.911143029516533,4.224135326162155,1.3254737246044057,Iris-versicolor
+142,6.853827461906652,3.0993917005492544,5.098798203266546,2.3018784853121157,Iris-virginica
+143,6.0937273632593305,2.7930898090074114,3.9435123385561086,1.2959128367527804,Iris-versicolor
+144,4.800179895545207,3.2332413196330894,1.7824913505294706,0.19704055086879735,Iris-setosa
+145,5.203566775568836,3.5539641011136114,1.503345881418945,0.19936288048113737,Iris-setosa
+146,4.767093529130072,3.0,1.3670454901137317,0.1,Iris-setosa
+147,4.40370556864911,2.9313018749477537,1.4201077051342712,0.20416448467985795,Iris-setosa
+148,6.394193648046128,3.2030453981220184,4.500781883447557,1.5016655094168123,Iris-versicolor
+149,7.235139478572081,3.643316375038361,6.123156705868192,2.5,Iris-virginica

iris/tab_ddpm/df/1/train.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1,3.5,1.4,0.2,Iris-setosa
+1,4.9,3.0,1.4,0.2,Iris-setosa
+2,4.7,3.2,1.3,0.2,Iris-setosa
+3,4.6,3.1,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+5,5.4,3.9,1.7,0.4,Iris-setosa
+6,4.6,3.4,1.4,0.3,Iris-setosa
+7,5.0,3.4,1.5,0.2,Iris-setosa
+8,4.4,2.9,1.4,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+11,4.8,3.4,1.6,0.2,Iris-setosa
+12,4.8,3.0,1.4,0.1,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+14,5.8,4.0,1.2,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+16,5.4,3.9,1.3,0.4,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+18,5.7,3.8,1.7,0.3,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+20,5.4,3.4,1.7,0.2,Iris-setosa
+21,5.1,3.7,1.5,0.4,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+26,5.0,3.4,1.6,0.4,Iris-setosa
+27,5.2,3.5,1.5,0.2,Iris-setosa
+28,5.2,3.4,1.4,0.2,Iris-setosa
+29,4.7,3.2,1.6,0.2,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+31,5.4,3.4,1.5,0.4,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+33,5.5,4.2,1.4,0.2,Iris-setosa
+34,4.9,3.1,1.5,0.1,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+37,4.9,3.1,1.5,0.1,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+39,5.1,3.4,1.5,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+41,4.5,2.3,1.3,0.3,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+45,4.8,3.0,1.4,0.3,Iris-setosa
+46,5.1,3.8,1.6,0.2,Iris-setosa
+47,4.6,3.2,1.4,0.2,Iris-setosa
+48,5.3,3.7,1.5,0.2,Iris-setosa
+49,5.0,3.3,1.4,0.2,Iris-setosa
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+100,6.3,3.3,6.0,2.5,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+102,7.1,3.0,5.9,2.1,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+104,6.5,3.0,5.8,2.2,Iris-virginica
+105,7.6,3.0,6.6,2.1,Iris-virginica
+106,4.9,2.5,4.5,1.7,Iris-virginica
+107,7.3,2.9,6.3,1.8,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+109,7.2,3.6,6.1,2.5,Iris-virginica
+110,6.5,3.2,5.1,2.0,Iris-virginica
+111,6.4,2.7,5.3,1.9,Iris-virginica
+112,6.8,3.0,5.5,2.1,Iris-virginica
+113,5.7,2.5,5.0,2.0,Iris-virginica
+114,5.8,2.8,5.1,2.4,Iris-virginica
+115,6.4,3.2,5.3,2.3,Iris-virginica
+116,6.5,3.0,5.5,1.8,Iris-virginica
+117,7.7,3.8,6.7,2.2,Iris-virginica
+118,7.7,2.6,6.9,2.3,Iris-virginica
+119,6.0,2.2,5.0,1.5,Iris-virginica
+120,6.9,3.2,5.7,2.3,Iris-virginica
+121,5.6,2.8,4.9,2.0,Iris-virginica
+122,7.7,2.8,6.7,2.0,Iris-virginica
+123,6.3,2.7,4.9,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+126,6.2,2.8,4.8,1.8,Iris-virginica
+127,6.1,3.0,4.9,1.8,Iris-virginica
+128,6.4,2.8,5.6,2.1,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+130,7.4,2.8,6.1,1.9,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+132,6.4,2.8,5.6,2.2,Iris-virginica
+133,6.3,2.8,5.1,1.5,Iris-virginica
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+136,6.3,3.4,5.6,2.4,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+138,6.0,3.0,4.8,1.8,Iris-virginica
+139,6.9,3.1,5.4,2.1,Iris-virginica
+140,6.7,3.1,5.6,2.4,Iris-virginica
+141,6.9,3.1,5.1,2.3,Iris-virginica
+142,5.8,2.7,5.1,1.9,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+144,6.7,3.3,5.7,2.5,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+146,6.3,2.5,5.0,1.9,Iris-virginica
+147,6.5,3.0,5.2,2.0,Iris-virginica
+148,6.2,3.4,5.4,2.3,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica

iris/tab_ddpm/df/10/synth.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.831485561779929,2.688998169522869,5.0900861558464605,1.8948590041210862,Iris-virginica
+1,6.016372630056791,2.7013986341200877,5.212466546401645,1.6129467213023456,Iris-versicolor
+2,6.201402210053421,2.7901336796088883,4.808573062327927,1.8042939240661426,Iris-virginica
+3,6.013236876456571,3.402912713943064,4.484977045479496,1.5963437330551062,Iris-versicolor
+4,6.305381989086056,3.303244804356597,6.0084490510524375,2.5,Iris-virginica
+5,6.007264764674105,2.9223614548014814,4.451727202882831,1.4617296265371418,Iris-versicolor
+6,5.011300298208205,2.388092878933497,3.0055613298601216,0.9098566199675335,Iris-versicolor
+7,6.100540705017295,2.8243336890828137,4.017655916763596,1.2926054118431074,Iris-versicolor
+8,6.77251331173319,3.12801505636315,4.74395861224613,1.4913930552734012,Iris-versicolor
+9,6.440384918149246,3.0,5.455265305220272,1.819929314908396,Iris-virginica
+10,5.026145483178969,2.0,3.718363271921264,0.9692397933457855,Iris-versicolor
+11,5.022503469877909,2.0000004665338946,3.30154569759348,1.1072707206092356,Iris-versicolor
+12,4.874646330809759,3.239066077205474,1.553631194419044,0.205165349425537,Iris-setosa
+13,6.706420163160198,2.511309594534289,5.823016230435746,1.8041119304357605,Iris-virginica
+14,5.045205769373292,3.640992331672126,1.589500922012858,0.5494227282610904,Iris-setosa
+15,5.481992193567451,2.453358712417046,3.967161818117471,1.283570054419449,Iris-versicolor
+16,5.018669683320246,3.6190821265946544,1.6720741068779883,0.20268339302167335,Iris-setosa
+17,7.699999013879921,3.0,6.112663490071774,2.295406044829131,Iris-virginica
+18,5.889390391324816,3.0,4.169233951964843,1.4947261030995818,Iris-versicolor
+19,6.315152349732578,3.2618086303104037,4.470920593625635,1.5135986296528026,Iris-versicolor
+20,5.097345719886504,3.7010988468131254,1.615579935803865,0.24800808938935454,Iris-setosa
+21,4.618570833434939,3.602944175248137,1.0000005496458213,0.19923707985161168,Iris-setosa
+22,6.114440041466578,3.0,4.637056681459426,1.4089528412375707,Iris-versicolor
+23,6.002057058694284,2.9309733445653263,4.524446799314005,1.4850245501692367,Iris-versicolor
+24,6.905659077114263,3.1340547624079385,5.106259102211056,2.300619878983399,Iris-virginica
+25,6.141380323189963,3.0,4.917866874901835,1.832668894707621,Iris-virginica
+26,4.803270660664271,3.0,1.4050445581163686,0.10000011448214868,Iris-setosa
+27,7.7,3.0,6.080244569933006,2.272554480201413,Iris-virginica
+28,5.1664216767075795,3.7969171959014196,1.2836460297089793,0.45502468621819425,Iris-setosa
+29,6.107587685197433,2.593975619846799,5.558170397385209,1.4107893881806495,Iris-virginica
+30,4.62087640315971,3.097438185900868,1.403441623741315,0.20388787050397625,Iris-setosa
+31,6.900860540026236,3.1140264629119345,4.881065639850346,1.494837201356112,Iris-versicolor
+32,6.296206974082109,2.709864915491738,4.885951948686406,1.779182641788103,Iris-virginica
+33,7.1207074338168255,3.0,5.904536797122506,2.0989030236837345,Iris-virginica
+34,5.405901014860079,3.957255030050684,1.4900697420555065,0.20156696971859336,Iris-setosa
+35,6.3978759244894015,3.1157919446807236,5.513434711329138,1.8200528219331185,Iris-virginica
+36,5.0007115461753555,2.000000664029297,3.6780358617916264,1.110034172321242,Iris-versicolor
+37,4.9847551221375985,3.4274000969489076,1.7149235839983317,0.47096614297269146,Iris-setosa
+38,5.265887552316533,3.52651847487794,1.501984454929237,0.20237415122680805,Iris-setosa
+39,5.498988126660953,2.608015139199475,4.377074832646469,1.1994465122901798,Iris-versicolor
+40,5.063192755838989,2.315332648663227,3.330628021135941,0.9792649914173064,Iris-versicolor
+41,6.478076785243136,3.1862991613980114,5.0948024723643845,2.000352893867398,Iris-virginica
+42,6.710159177175559,3.0849646621911697,4.68516800559541,1.5070132202534885,Iris-versicolor
+43,5.786418757563589,2.798949333963147,5.094964135412499,2.4055823581797435,Iris-virginica
+44,5.4964950159573505,4.202255158219622,1.4285580669113185,0.19827017175040196,Iris-setosa
+45,5.00011453528374,2.000000656286347,3.387053301121277,1.006045016375407,Iris-versicolor
+46,5.072048688014422,3.676470881108915,1.7610099052614352,0.5599880535056694,Iris-setosa
+47,6.199851256952489,2.920413983061523,4.333414723831562,1.3145565770131968,Iris-versicolor
+48,6.090328028822984,2.792722965165345,4.676737932262039,1.1906769012929426,Iris-versicolor
+49,6.103689540887694,3.0,4.882264379708859,1.8036645419151138,Iris-virginica
+50,6.313933108487351,3.295177553162014,6.018936296154281,2.4999995753537396,Iris-virginica
+51,5.929677824860976,2.6139656498713078,3.9564909496377307,1.2241081898929702,Iris-versicolor
+52,5.669766617220422,3.0,4.335607264713394,1.4527118727604897,Iris-versicolor
+53,5.834136625992429,2.5818937047511654,3.9902126105688285,1.201568553566159,Iris-versicolor
+54,6.396886962823136,2.7975304927038755,5.60167607103876,2.074440122299569,Iris-virginica
+55,4.918609846764397,2.5019656192733657,4.513864495406299,1.7046550176145177,Iris-virginica
+56,7.149619635937986,3.5376711145595356,6.094285647452591,2.4999995929366543,Iris-virginica
+57,5.889375752414824,3.0,4.191528805570023,1.4878269733119829,Iris-versicolor
+58,5.803657786053025,2.7002347460274794,5.11710409712367,1.8981327519378466,Iris-virginica
+59,6.507295637009263,3.0,5.210549314454368,2.008583264852482,Iris-virginica
+60,6.18265765422104,2.1996175526768873,4.464372912661416,1.4926941581173536,Iris-versicolor
+61,6.025111356703023,2.1875599699136554,5.016467197571348,1.4896820347755404,Iris-virginica
+62,5.875557909856633,3.0,5.127609532332536,1.8060468693049574,Iris-virginica
+63,6.193896018306653,2.7998359643578015,4.780406852871013,1.7987343870024106,Iris-virginica
+64,5.460653822106471,3.0,4.5009048603935655,1.4920093034301327,Iris-versicolor
+65,5.309209890035607,2.5942173137275804,3.9096537234742708,1.3604843897854735,Iris-versicolor
+66,4.926721744456101,3.148580753922125,1.5016384659528117,0.1,Iris-setosa
+67,6.203196977598138,2.208140819075536,4.52026425369313,1.5040603759773168,Iris-versicolor
+68,6.074226737852837,2.8877752837809307,4.674377480196481,1.4007774438512268,Iris-versicolor
+69,7.311943835611087,2.8973782093429805,6.3,1.804874789996284,Iris-virginica
+70,6.688237563708591,2.4946240647454965,5.785616109411589,1.8166578757376637,Iris-virginica
+71,6.811972872133126,3.143087488816845,4.759204160333569,1.4711035281405123,Iris-versicolor
+72,6.4011473154416425,2.786935205647642,5.644123003718629,2.14452365228173,Iris-virginica
+73,5.643467494775076,2.932131890452203,4.014247473384238,1.2950693364902564,Iris-versicolor
+74,5.51789617774836,2.619188442222426,4.366893505144806,1.1915116321016257,Iris-versicolor
+75,4.788811377476081,3.1255505095249623,1.6781003905490646,0.20024235164406787,Iris-setosa
+76,5.337845417876515,3.68742308250134,1.4977329970556796,0.20013222044483017,Iris-setosa
+77,4.3,3.0,1.12137608403392,0.1,Iris-setosa
+78,6.892385432189803,3.1068368285939263,4.886356393535812,1.4999052669271038,Iris-versicolor
+79,4.795248801955481,3.0,1.3693175619256637,0.2999744632385848,Iris-setosa
+80,4.9267616222447375,3.409468741873402,1.5248319327492585,0.20397447536077815,Iris-setosa
+81,5.857030744891095,2.8531125423661567,3.7955245821862165,1.2839456056769525,Iris-versicolor
+82,6.004748166294248,2.703153299736118,5.101174331534701,1.5973521593018383,Iris-versicolor
+83,4.611109236473552,3.135159382906669,1.4995023610061398,0.2046911011890616,Iris-setosa
+84,4.608319040209471,3.09792879688404,1.500568016044008,0.19959288127849667,Iris-setosa
+85,5.116150008709495,3.4671670691438496,1.4955930514675946,0.1987067915060779,Iris-setosa
+86,6.922358457740093,3.086016401800343,5.098789636278291,2.296023977922946,Iris-virginica
+87,6.015098742526705,3.0,5.167603647284841,1.859062750398066,Iris-virginica
+88,6.383418800109348,2.719899036863178,5.1472526602519055,1.872242245093077,Iris-virginica
+89,4.991237657087264,3.497896031082735,1.596612410315707,0.6190012352651593,Iris-setosa
+90,4.59284850278994,3.6669740273140325,1.0000005422227827,0.2040556586631608,Iris-setosa
+91,4.964962745219185,2.0,3.481593668736129,0.9630297283763916,Iris-versicolor
+92,6.038503830642545,2.8635961069775004,4.656057828465454,1.5230871462371596,Iris-versicolor
+93,5.185982295839474,2.704659970285456,3.892868303807493,1.409857821594224,Iris-versicolor
+94,7.2966208831648895,2.887675394893601,6.3,1.7979004916703172,Iris-virginica
+95,7.00844006962829,3.1062882491845096,5.780030436446076,2.2631329257762114,Iris-virginica
+96,4.89998575600738,3.4597320762019352,1.7212720380586692,0.2002190893882964,Iris-setosa
+97,6.893589098570077,3.218231311921544,5.698636602549263,2.306194892041163,Iris-virginica
+98,6.39924382614352,2.8434050969466758,5.639716312002026,2.1730836722574365,Iris-virginica
+99,5.537538239652355,2.4520500373948417,3.8321460701598165,1.1054433116776432,Iris-versicolor
+100,5.413231079945173,3.8674072153228605,1.2957889415543438,0.36293653120370245,Iris-setosa
+101,7.082486415110184,3.0,5.8577905885597605,2.0943066838617925,Iris-virginica
+102,6.199309736996214,3.3420643941804196,4.588028093177365,1.5932311084759252,Iris-versicolor
+103,6.559452223688252,3.132200597322042,4.564152396002765,1.4956478284286918,Iris-versicolor
+104,5.0764503841387345,2.4851725330162995,3.2574645157749704,1.1103767943653873,Iris-versicolor
+105,5.705555348105574,2.7851523407287204,5.061486897082539,2.302774928283862,Iris-virginica
+106,4.811257127144493,3.394180272773515,1.7593225154051624,0.201053543265682,Iris-setosa
+107,7.134559032423836,3.0,5.903436272406514,2.1005238377189244,Iris-virginica
+108,4.573024804510196,3.6559684664114913,1.000000453236495,0.1988430908997628,Iris-setosa
+109,5.747350700663222,2.563722865262148,3.9933150515824005,1.167111147621599,Iris-versicolor
+110,7.3522516312257595,2.943003206084899,6.3,1.783248033583674,Iris-virginica
+111,4.916164562425456,3.474530833249754,1.3157349748002702,0.2864687062722008,Iris-setosa
+112,4.300000620215607,3.0,1.103096731930561,0.10000011147598901,Iris-setosa
+113,4.799617668563769,3.0,1.4207400087353501,0.1,Iris-setosa
+114,6.890496859758427,3.099709609696937,4.8916998476983835,1.498661322426711,Iris-versicolor
+115,6.152332619159039,2.9003045720461778,4.825397917653955,1.8061216882266888,Iris-virginica
+116,6.109843633886902,2.7906256849637368,4.729851813711791,1.1916568853263063,Iris-versicolor
+117,5.033044781606132,2.000000709951641,3.6707406546469685,1.1062941606831214,Iris-versicolor
+118,4.703915775021803,3.229302277916845,1.322367405092361,0.19867878448653223,Iris-setosa
+119,4.812979187408084,3.1047473237861576,1.5914239610119243,0.20019114722042128,Iris-setosa
+120,5.510117397679998,4.170144616583719,1.427229558921565,0.20082195459075614,Iris-setosa
+121,4.989443636575818,3.42225754299698,1.5991190756587559,0.3831366527463952,Iris-setosa
+122,6.39504697816768,2.6992076242373484,5.281374897320079,1.8986404011540308,Iris-virginica
+123,6.870980160341302,3.1545394235849,5.369211542661196,2.2905261482173316,Iris-virginica
+124,4.590373827330418,3.0936624873527783,1.4955353509997407,0.19940843272479253,Iris-setosa
+125,4.3,3.0,1.096797673271127,0.1,Iris-setosa
+126,5.39799614632009,3.0,4.4855555857445415,1.4903088640170377,Iris-versicolor
+127,5.986128724874577,2.1983908480644163,5.00450653792811,1.4747961231175335,Iris-virginica
+128,4.908958486141329,3.108287120274352,1.5004811231135542,0.1,Iris-setosa
+129,6.461930650327958,3.1771330557054585,4.525620275918775,1.5006813162552854,Iris-versicolor
+130,5.519225858635163,4.2087328561697674,1.413216975196171,0.19658632980526078,Iris-setosa
+131,7.699998965183075,3.0,6.085496591502642,2.296906721464282,Iris-virginica
+132,6.1726995321397355,2.871337208393612,4.221360850848775,1.3313895839515062,Iris-versicolor
+133,4.8021205280217165,3.1038213725762644,1.684865393965315,0.19793946583796823,Iris-setosa
+134,6.387214938656123,2.639504233203011,5.231355899325416,1.89824749459072,Iris-virginica
+135,5.69547784404354,4.3999987609297655,1.499678636719616,0.4519133909113945,Iris-setosa
+136,6.33421002722653,3.2945355030052377,5.985238819637963,2.4999996182473088,Iris-virginica
+137,7.0376269884524785,3.220269265800213,4.699478523899832,1.3811743089875481,Iris-versicolor
+138,6.6316691290776335,2.787323223113961,4.710315341297603,1.4879859550022798,Iris-versicolor
+139,6.384287066453718,2.795555663617461,5.5728860253527746,2.21783784622292,Iris-virginica
+140,6.033872126079822,3.396582436629603,4.5190923355086055,1.5992925067327655,Iris-versicolor
+141,6.105733077514313,2.863476040499783,4.714104950609672,1.3706814384488344,Iris-versicolor
+142,5.109381528280448,3.81771943761859,1.5970196136292094,0.19917418607861156,Iris-setosa
+143,7.233909724617798,3.5610043959491113,6.0952885418653935,2.499999633065027,Iris-virginica
+144,5.598673467841042,2.708799380812034,4.152554183460801,1.3115784781079867,Iris-versicolor
+145,6.296305485457358,2.799041711297453,5.095975974568866,1.496107811135146,Iris-virginica
+146,4.789017681107273,3.369478782150806,1.7778602160646304,0.20267009023163307,Iris-setosa
+147,6.549543662356094,3.1562725862813865,4.6032184322338425,1.500072765149901,Iris-versicolor
+148,5.350665812155083,3.399620434404782,1.7135045266680315,0.1976485104023074,Iris-setosa
+149,4.583176522311717,3.577180854936363,1.0,0.1942418671875224,Iris-setosa

iris/tab_ddpm/df/10/train.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1,3.5,1.4,0.2,Iris-setosa
+1,4.9,3.0,1.4,0.2,Iris-setosa
+2,4.7,3.2,1.3,0.2,Iris-setosa
+3,4.6,3.1,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+5,5.4,3.9,1.7,0.4,Iris-setosa
+6,4.6,3.4,1.4,0.3,Iris-setosa
+7,5.0,3.4,1.5,0.2,Iris-setosa
+8,4.4,2.9,1.4,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+11,4.8,3.4,1.6,0.2,Iris-setosa
+12,4.8,3.0,1.4,0.1,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+14,5.8,4.0,1.2,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+16,5.4,3.9,1.3,0.4,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+18,5.7,3.8,1.7,0.3,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+20,5.4,3.4,1.7,0.2,Iris-setosa
+21,5.1,3.7,1.5,0.4,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+26,5.0,3.4,1.6,0.4,Iris-setosa
+27,5.2,3.5,1.5,0.2,Iris-setosa
+28,5.2,3.4,1.4,0.2,Iris-setosa
+29,4.7,3.2,1.6,0.2,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+31,5.4,3.4,1.5,0.4,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+33,5.5,4.2,1.4,0.2,Iris-setosa
+34,4.9,3.1,1.5,0.1,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+37,4.9,3.1,1.5,0.1,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+39,5.1,3.4,1.5,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+41,4.5,2.3,1.3,0.3,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+45,4.8,3.0,1.4,0.3,Iris-setosa
+46,5.1,3.8,1.6,0.2,Iris-setosa
+47,4.6,3.2,1.4,0.2,Iris-setosa
+48,5.3,3.7,1.5,0.2,Iris-setosa
+49,5.0,3.3,1.4,0.2,Iris-setosa
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+100,6.3,3.3,6.0,2.5,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+102,7.1,3.0,5.9,2.1,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+104,6.5,3.0,5.8,2.2,Iris-virginica
+105,7.6,3.0,6.6,2.1,Iris-virginica
+106,4.9,2.5,4.5,1.7,Iris-virginica
+107,7.3,2.9,6.3,1.8,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+109,7.2,3.6,6.1,2.5,Iris-virginica
+110,6.5,3.2,5.1,2.0,Iris-virginica
+111,6.4,2.7,5.3,1.9,Iris-virginica
+112,6.8,3.0,5.5,2.1,Iris-virginica
+113,5.7,2.5,5.0,2.0,Iris-virginica
+114,5.8,2.8,5.1,2.4,Iris-virginica
+115,6.4,3.2,5.3,2.3,Iris-virginica
+116,6.5,3.0,5.5,1.8,Iris-virginica
+117,7.7,3.8,6.7,2.2,Iris-virginica
+118,7.7,2.6,6.9,2.3,Iris-virginica
+119,6.0,2.2,5.0,1.5,Iris-virginica
+120,6.9,3.2,5.7,2.3,Iris-virginica
+121,5.6,2.8,4.9,2.0,Iris-virginica
+122,7.7,2.8,6.7,2.0,Iris-virginica
+123,6.3,2.7,4.9,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+126,6.2,2.8,4.8,1.8,Iris-virginica
+127,6.1,3.0,4.9,1.8,Iris-virginica
+128,6.4,2.8,5.6,2.1,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+130,7.4,2.8,6.1,1.9,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+132,6.4,2.8,5.6,2.2,Iris-virginica
+133,6.3,2.8,5.1,1.5,Iris-virginica
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+136,6.3,3.4,5.6,2.4,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+138,6.0,3.0,4.8,1.8,Iris-virginica
+139,6.9,3.1,5.4,2.1,Iris-virginica
+140,6.7,3.1,5.6,2.4,Iris-virginica
+141,6.9,3.1,5.1,2.3,Iris-virginica
+142,5.8,2.7,5.1,1.9,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+144,6.7,3.3,5.7,2.5,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+146,6.3,2.5,5.0,1.9,Iris-virginica
+147,6.5,3.0,5.2,2.0,Iris-virginica
+148,6.2,3.4,5.4,2.3,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica

iris/tab_ddpm/df/11/synth.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.996089367220865,3.4085562619442626,1.5979069945800304,0.44574084831505933,Iris-setosa
+1,6.513248495112667,3.0,5.252887770326535,2.010392246651973,Iris-virginica
+2,7.7,3.0,6.10925585563354,2.2988390020180627,Iris-virginica
+3,6.197966207774728,2.785230115905374,4.81346806809699,1.8272229091023862,Iris-virginica
+4,5.079429223185587,2.452700594696956,2.918534989375227,1.109880364403067,Iris-versicolor
+5,4.900772819073836,3.0976918849886688,1.5034811921197957,0.10000011853369001,Iris-setosa
+6,4.7691108248131,3.0,1.3976819998549224,0.10000009400093833,Iris-setosa
+7,4.795253728997286,3.0,1.3870650293779947,0.1,Iris-setosa
+8,6.393206386530452,2.8050470618979197,5.589185035392579,2.081852603964734,Iris-virginica
+9,5.543350391137226,3.0,4.525247412305939,1.4915264758239948,Iris-versicolor
+10,6.923500447443815,3.1008604248054947,5.2814779454143475,2.2856764409793793,Iris-virginica
+11,6.023103247567858,2.214404939096229,4.997697686794997,1.4977593275352696,Iris-virginica
+12,6.398412512057482,2.799577429365301,5.58450671147596,2.158929320019152,Iris-virginica
+13,5.511791229072181,2.612224826122908,4.379656148545185,1.2075417235923207,Iris-versicolor
+14,4.300000689659753,3.0,1.104391048392139,0.10000014173085076,Iris-setosa
+15,5.100955597903343,3.826788505504862,1.6738317664162385,0.20055515134238489,Iris-setosa
+16,7.699998827706528,3.0,6.096474474369355,2.2961560953095432,Iris-virginica
+17,4.876341408543546,3.080350262788369,1.4947225046261354,0.10000009571401271,Iris-setosa
+18,4.891338157582249,2.4837257059057647,4.513179445574532,1.6996908942120235,Iris-virginica
+19,6.189709407486721,3.331330766025309,4.60599542381938,1.5910070261085818,Iris-versicolor
+20,5.914287646656144,3.0,4.20161360933953,1.4869800998771483,Iris-versicolor
+21,7.307835745122409,2.9092457113260273,6.29999917908338,1.8051977630886011,Iris-virginica
+22,7.178031060103009,3.5701923743619455,6.084261879640341,2.4999995710887246,Iris-virginica
+23,7.279949873957578,2.9229345109576035,6.3,1.8272128277921358,Iris-virginica
+24,5.79542584016973,2.80969584196982,5.1077097453140095,2.4030530949050632,Iris-virginica
+25,7.3211831276238115,2.910257954002849,6.3,1.8179589763007609,Iris-virginica
+26,7.303785981260926,2.930092579931128,6.3,1.8363804326913262,Iris-virginica
+27,7.7,3.0,6.097577901048436,2.30256398832316,Iris-virginica
+28,4.8015985008632995,3.0,1.3922662110202653,0.1,Iris-setosa
+29,6.737491183627467,3.088092602636933,4.752576397379598,1.487689513687843,Iris-versicolor
+30,5.969388782179334,2.215839537005194,4.017827952023981,0.9713631997868586,Iris-versicolor
+31,7.300990229590792,2.903196374520657,6.3,1.810241814992065,Iris-virginica
+32,5.485242287709912,4.1989529231300455,1.3598022279894555,0.20403620841532963,Iris-setosa
+33,5.375197872806358,3.408997212384928,1.597145197142112,0.19960889280063399,Iris-setosa
+34,5.321357116496787,3.38757785084004,1.6010716407044976,0.20283400584654848,Iris-setosa
+35,6.456454213095625,3.0,5.138532014169442,1.9995213877162457,Iris-virginica
+36,6.102215900292538,2.6432218714189397,5.495243962872333,1.4224308478248373,Iris-virginica
+37,5.991560716757292,2.701447714431095,5.096960335989475,1.6082879064557563,Iris-versicolor
+38,4.579442727367908,3.6498249702378107,1.0,0.20431707171523797,Iris-setosa
+39,4.781048052814115,3.378185653696471,1.7133248138057204,0.19981543080736514,Iris-setosa
+40,5.180073563596824,2.694465436797524,3.8976013950865265,1.3999183835483637,Iris-versicolor
+41,7.145665180547074,3.560256632348299,6.0783775877567,2.5,Iris-virginica
+42,5.5890041649468785,2.5611002118030215,4.096617086516911,1.2527060752396424,Iris-versicolor
+43,4.587639184537116,3.6143094834028817,1.0,0.19477944022793375,Iris-setosa
+44,5.359964764334642,3.6683564004853366,1.5009777585126958,0.1967710065042256,Iris-setosa
+45,5.518337957310008,2.3764449334136377,3.822323124910727,0.9727532043535319,Iris-versicolor
+46,5.0748676771026275,3.815259379844536,1.5949017330566846,0.20721149597185487,Iris-setosa
+47,4.887490720090824,3.0986533005815953,1.4966563494692762,0.1,Iris-setosa
+48,5.085789944271825,3.7994515621764733,1.8801976530978652,0.4219716605128937,Iris-setosa
+49,4.989355639281277,2.0,3.4084538482185804,0.9273783319998143,Iris-versicolor
+50,4.99475066041367,2.0,3.5496305115004327,0.9692235139482306,Iris-versicolor
+51,5.685324124650924,2.906283444639238,4.125597524346223,1.3432499082970408,Iris-versicolor
+52,6.87591332454652,3.097980742754609,5.089937970776117,2.2951712650860143,Iris-virginica
+53,6.105208797021587,2.7951007077492367,4.7057056590508815,1.2114485080132125,Iris-versicolor
+54,7.161826757186581,3.575808126064616,6.103997942590982,2.5,Iris-virginica
+55,6.392107410703488,2.67663648680307,5.30282407389397,1.8982128983151987,Iris-virginica
+56,6.302958767997395,3.316665253799749,4.70055806262503,1.5994841339779815,Iris-versicolor
+57,4.3,3.0,1.0948355852114031,0.1,Iris-setosa
+58,6.11394904626441,3.0,4.671189621599164,1.3853288972679931,Iris-versicolor
+59,7.321571458160223,2.8864935047007814,6.29999925648377,1.7942933130741001,Iris-virginica
+60,6.3493541699620915,3.261543128531178,4.5440224022578795,1.5409363234157711,Iris-versicolor
+61,6.201484891335118,2.2110816831250317,4.492295232071988,1.4806992836502293,Iris-versicolor
+62,6.639913187572201,3.0,5.253437330705324,2.0538000588334797,Iris-virginica
+63,4.613370353859612,3.1041167047474434,1.5018825666063045,0.19627819611771158,Iris-setosa
+64,6.7556205501773325,3.0,5.419503414846866,2.0898688584674456,Iris-virginica
+65,6.297913776791818,2.8052350833389266,5.0945654340329325,1.4952065756763528,Iris-virginica
+66,6.926037399992847,3.1077374945444474,4.907375221369285,1.5037430124027598,Iris-versicolor
+67,6.408646715418921,2.8161115617961707,5.58443051507379,2.082974309347877,Iris-virginica
+68,5.01908324780606,3.5542464140439485,1.7470292913970205,0.600638764121185,Iris-setosa
+69,6.267969410550096,2.7836806058168846,5.13493944340273,1.47738681684822,Iris-virginica
+70,6.391117727744323,2.6542340088054135,5.246884025237409,1.8967703818482649,Iris-virginica
+71,4.913388681458744,2.501894219482384,4.475513388121501,1.6747297876415226,Iris-virginica
+72,4.679159468080636,3.1788743946808595,1.2908078431103998,0.20231427592571002,Iris-setosa
+73,6.494206334432449,3.0,5.207314971520906,1.9972773148778544,Iris-virginica
+74,6.119312116047728,2.839832962485575,4.7253205261230535,1.2476516897410401,Iris-versicolor
+75,5.811780681933416,2.785842680861549,5.093047249720882,2.402729760951692,Iris-virginica
+76,5.420835023358109,3.966326300035489,1.3217873402548834,0.2745337509498029,Iris-setosa
+77,6.077329130689941,2.7898974719515537,3.9766722132129764,1.2955848987499476,Iris-versicolor
+78,5.978555903945012,2.691551472053235,5.10418251544875,1.6024366879079932,Iris-versicolor
+79,5.780586240723247,2.8000335021837714,5.087236551290445,2.3968508918281293,Iris-virginica
+80,5.274473732854932,3.362737110964658,1.5998463468592514,0.19842440120936733,Iris-setosa
+81,6.912020272344551,3.0914280901442797,4.909970934095864,1.5000508674594526,Iris-versicolor
+82,5.639382035524267,2.7428541717228896,4.202262842598549,1.337994529200645,Iris-versicolor
+83,6.008328679117871,2.700400846998566,5.099497955873368,1.5963958092924766,Iris-versicolor
+84,5.596922781931356,2.8043193023847395,4.902446083277782,2.010480043997871,Iris-virginica
+85,4.701824631405759,3.2076713791427913,1.2925718299992544,0.1956487278062538,Iris-setosa
+86,5.996451754326973,2.2140237226627777,4.986782663878933,1.4809726262883398,Iris-virginica
+87,5.064945255504228,3.694268862514959,1.7940134469334157,0.4448553057330694,Iris-setosa
+88,6.260320824311689,2.715434675380939,4.850045899149308,1.7939415508206173,Iris-virginica
+89,5.581905214150675,3.0,4.517639631911981,1.48346166662809,Iris-versicolor
+90,5.707962783484281,4.4,1.5020742810033347,0.5109760838047823,Iris-setosa
+91,5.712147420039515,3.0,4.243829005672872,1.209651612486364,Iris-versicolor
+92,5.6664226385667105,3.0,4.217746059577964,1.2151452958085367,Iris-versicolor
+93,4.997601137947697,3.502963354716918,1.6410055117734323,0.5641878444464733,Iris-setosa
+94,4.5989978920170795,3.6287592899925274,1.0,0.19373549397496975,Iris-setosa
+95,5.843164953370372,2.8082216717820967,5.152771443891273,2.4064308373219956,Iris-virginica
+96,5.0012142138189715,3.426059388251472,1.6057644967268037,0.5094922511949145,Iris-setosa
+97,5.992606681799554,2.2021489299131893,4.986579157359425,1.5011774001357097,Iris-virginica
+98,5.3667934779745465,3.385277872114794,1.5994854393982996,0.19412446908503594,Iris-setosa
+99,5.813443777742199,2.809946770529781,5.1593414894488845,2.4056735865750363,Iris-virginica
+100,6.870105271486931,3.104458045790027,4.871263447603579,1.472372371223423,Iris-versicolor
+101,5.60016996088163,2.8925325665174473,3.669759380079464,1.2910381104026234,Iris-versicolor
+102,5.138786228443672,2.671349056999964,3.8956754439643917,1.4010898439500774,Iris-versicolor
+103,6.107086693562743,2.605524253441187,5.616256396077648,1.3972274125758704,Iris-virginica
+104,5.643856083882512,2.559067953992634,3.9316135678077258,1.166842363834791,Iris-versicolor
+105,4.800916684048373,3.129199230353076,1.5960742799476786,0.20488195767899647,Iris-setosa
+106,5.0189640213031685,2.000000623927568,3.701164470684127,0.9681994330280352,Iris-versicolor
+107,5.460823966929316,3.0,4.459340285677119,1.4947622438524473,Iris-versicolor
+108,6.303213509168922,2.5091565256972643,5.020661290529197,1.900508084679981,Iris-virginica
+109,6.843824759112936,2.78236260009083,4.8085783407929625,1.4079317714926887,Iris-versicolor
+110,6.30032539734109,3.288354692893847,6.010856497596064,2.4999995193622935,Iris-virginica
+111,6.790328225608254,2.8001673870520816,4.813375388878008,1.4101786252974873,Iris-versicolor
+112,6.096624873587226,3.0,4.604171348894273,1.4100206722364068,Iris-versicolor
+113,7.699999188471981,3.0,6.0980664649218745,2.3144407460251184,Iris-virginica
+114,4.591563957169017,3.6480821495149476,1.0,0.20171051044771943,Iris-setosa
+115,7.200453144256657,3.6171025434039406,6.100679858233773,2.5,Iris-virginica
+116,5.093023912720195,3.501866056572414,1.659011300932697,0.4780042811792374,Iris-setosa
+117,6.008265033010604,2.200659463999353,5.003903956984333,1.4938486322581466,Iris-virginica
+118,6.374204743169914,2.6845516169973322,5.241293511393406,1.899313778220077,Iris-virginica
+119,7.7,3.0,6.090205941111758,2.3133834282052,Iris-virginica
+120,6.317179352130716,2.7979374880985493,5.098718380316236,1.5007717019144613,Iris-virginica
+121,5.361063182820584,3.6556606679126498,1.495120308312741,0.19818005887810092,Iris-setosa
+122,5.500715306534517,2.6024161614208756,4.379077916707032,1.199815361829229,Iris-versicolor
+123,6.802323379152934,2.816822317634471,4.821550223688971,1.4060637211742324,Iris-versicolor
+124,5.781091218574838,2.684673095257949,5.0962871856703265,1.865656436708952,Iris-virginica
+125,6.826578942997079,3.096803191349554,4.8403949591744935,1.5033530844153506,Iris-versicolor
+126,4.399304373469436,2.8728529233233466,1.3686739551897942,0.19488352403340936,Iris-setosa
+127,7.7,3.0,6.096583071335139,2.3150585995439634,Iris-virginica
+128,7.699999099185929,3.0,6.097363521780594,2.2926397024055554,Iris-virginica
+129,6.072542454356906,2.8820796964264424,4.670922163792484,1.3965411085993162,Iris-versicolor
+130,6.920791714167003,3.1073613518888683,5.176995225281659,2.3105959259128412,Iris-virginica
+131,4.600797266693344,3.2475695438814447,1.449474438546037,0.22770880620274503,Iris-setosa
+132,6.3915696498804415,2.804784621080997,5.58113124453415,2.2232192385415503,Iris-virginica
+133,5.4268192587620865,2.439784946032715,3.757965202413144,1.0946265663074182,Iris-versicolor
+134,5.692652769943199,2.5505408716098947,3.927397635623928,1.1768059707404435,Iris-versicolor
+135,5.9958501000461375,3.3999284684777944,4.526117514829603,1.6030825445039334,Iris-versicolor
+136,5.698786686350824,3.7924846749129615,1.8125035716877964,0.3264904107543558,Iris-setosa
+137,4.300000474212277,3.0,1.1068562228234233,0.1,Iris-setosa
+138,7.69999889183617,3.0,6.112101376329612,2.298191532628619,Iris-virginica
+139,4.803221960323357,3.4074807847971975,1.5985285966167628,0.20027282423857085,Iris-setosa
+140,5.5159959539397,2.634326366713655,4.371363761883165,1.2009255056854553,Iris-versicolor
+141,4.405569924953798,2.8887741727469427,1.396240667858414,0.20114471029097863,Iris-setosa
+142,5.502046992594319,3.0,4.514783278547887,1.5073990661664916,Iris-versicolor
+143,4.610878173715617,3.1306593151954867,1.497261998719737,0.20080243254034336,Iris-setosa
+144,5.689817549850743,4.4,1.4984179504827644,0.42746921980605834,Iris-setosa
+145,5.340110049877124,3.687330810950731,1.4990394672062286,0.2022208353234754,Iris-setosa
+146,4.777232257284132,3.168635585111289,1.7763175507548443,0.1936505674088015,Iris-setosa
+147,5.499828583918022,2.6050747037577597,4.423489906704883,1.2049890901791587,Iris-versicolor
+148,6.3338396905972765,3.285665084926087,6.012486634143987,2.5,Iris-virginica
+149,6.843478683849739,3.190104778328444,5.708176361614734,2.2993882209276495,Iris-virginica

iris/tab_ddpm/df/11/train.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1,3.5,1.4,0.2,Iris-setosa
+1,4.9,3.0,1.4,0.2,Iris-setosa
+2,4.7,3.2,1.3,0.2,Iris-setosa
+3,4.6,3.1,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+5,5.4,3.9,1.7,0.4,Iris-setosa
+6,4.6,3.4,1.4,0.3,Iris-setosa
+7,5.0,3.4,1.5,0.2,Iris-setosa
+8,4.4,2.9,1.4,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+11,4.8,3.4,1.6,0.2,Iris-setosa
+12,4.8,3.0,1.4,0.1,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+14,5.8,4.0,1.2,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+16,5.4,3.9,1.3,0.4,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+18,5.7,3.8,1.7,0.3,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+20,5.4,3.4,1.7,0.2,Iris-setosa
+21,5.1,3.7,1.5,0.4,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+26,5.0,3.4,1.6,0.4,Iris-setosa
+27,5.2,3.5,1.5,0.2,Iris-setosa
+28,5.2,3.4,1.4,0.2,Iris-setosa
+29,4.7,3.2,1.6,0.2,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+31,5.4,3.4,1.5,0.4,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+33,5.5,4.2,1.4,0.2,Iris-setosa
+34,4.9,3.1,1.5,0.1,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+37,4.9,3.1,1.5,0.1,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+39,5.1,3.4,1.5,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+41,4.5,2.3,1.3,0.3,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+45,4.8,3.0,1.4,0.3,Iris-setosa
+46,5.1,3.8,1.6,0.2,Iris-setosa
+47,4.6,3.2,1.4,0.2,Iris-setosa
+48,5.3,3.7,1.5,0.2,Iris-setosa
+49,5.0,3.3,1.4,0.2,Iris-setosa
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+100,6.3,3.3,6.0,2.5,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+102,7.1,3.0,5.9,2.1,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+104,6.5,3.0,5.8,2.2,Iris-virginica
+105,7.6,3.0,6.6,2.1,Iris-virginica
+106,4.9,2.5,4.5,1.7,Iris-virginica
+107,7.3,2.9,6.3,1.8,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+109,7.2,3.6,6.1,2.5,Iris-virginica
+110,6.5,3.2,5.1,2.0,Iris-virginica
+111,6.4,2.7,5.3,1.9,Iris-virginica
+112,6.8,3.0,5.5,2.1,Iris-virginica
+113,5.7,2.5,5.0,2.0,Iris-virginica
+114,5.8,2.8,5.1,2.4,Iris-virginica
+115,6.4,3.2,5.3,2.3,Iris-virginica
+116,6.5,3.0,5.5,1.8,Iris-virginica
+117,7.7,3.8,6.7,2.2,Iris-virginica
+118,7.7,2.6,6.9,2.3,Iris-virginica
+119,6.0,2.2,5.0,1.5,Iris-virginica
+120,6.9,3.2,5.7,2.3,Iris-virginica
+121,5.6,2.8,4.9,2.0,Iris-virginica
+122,7.7,2.8,6.7,2.0,Iris-virginica
+123,6.3,2.7,4.9,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+126,6.2,2.8,4.8,1.8,Iris-virginica
+127,6.1,3.0,4.9,1.8,Iris-virginica
+128,6.4,2.8,5.6,2.1,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+130,7.4,2.8,6.1,1.9,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+132,6.4,2.8,5.6,2.2,Iris-virginica
+133,6.3,2.8,5.1,1.5,Iris-virginica
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+136,6.3,3.4,5.6,2.4,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+138,6.0,3.0,4.8,1.8,Iris-virginica
+139,6.9,3.1,5.4,2.1,Iris-virginica
+140,6.7,3.1,5.6,2.4,Iris-virginica
+141,6.9,3.1,5.1,2.3,Iris-virginica
+142,5.8,2.7,5.1,1.9,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+144,6.7,3.3,5.7,2.5,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+146,6.3,2.5,5.0,1.9,Iris-virginica
+147,6.5,3.0,5.2,2.0,Iris-virginica
+148,6.2,3.4,5.4,2.3,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica

iris/tab_ddpm/df/12/synth.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.114183100955005,3.0,4.88122994285955,1.8082293463396222,Iris-virginica
+1,6.614618299031854,3.1275955260452313,4.628453908570349,1.484776515442092,Iris-versicolor
+2,5.673012412779516,4.4,1.4954400908435523,0.37396565735113607,Iris-setosa
+3,4.99642420776732,3.3947334740624533,1.7524618781160153,0.3676873904882647,Iris-setosa
+4,6.10706696834831,3.0,4.901796375903014,1.8000967777739931,Iris-virginica
+5,6.0528470830616605,2.8830144629873136,4.584674374956953,1.3769933375557644,Iris-versicolor
+6,6.842871718489719,3.0585484120440625,5.353972407991684,2.2384723523419905,Iris-virginica
+7,6.0760554946023975,2.7977638479054696,4.0166021808090395,1.288784245726699,Iris-versicolor
+8,6.449332894928775,3.0,5.209085912179677,1.9502681333692398,Iris-virginica
+9,4.896336901254222,3.0859640490458426,1.4918747474957819,0.1,Iris-setosa
+10,4.801176485849211,3.2375554273283615,1.6600755479165645,0.2021886219791911,Iris-setosa
+11,5.3612631248399,3.8697721432612666,1.2958270009778599,0.4200453708964746,Iris-setosa
+12,7.124296263758374,3.0,5.9204207806564515,2.116209988422669,Iris-virginica
+13,5.75763463511157,2.577880534703625,3.9839718710169305,1.1968551429298782,Iris-versicolor
+14,5.416314470107421,3.0,4.4990535397054625,1.4912888881170445,Iris-versicolor
+15,5.656779060401291,2.531183250776884,3.9325244182968726,1.1121073564563746,Iris-versicolor
+16,6.316692268746793,3.2912264192729714,4.711143177116969,1.5899117113975407,Iris-versicolor
+17,4.801707520460182,3.111023575226218,1.5965629883748926,0.20190325202227105,Iris-setosa
+18,5.0961218780919895,3.757596311858003,1.5990429986131565,0.19818293748881877,Iris-setosa
+19,5.348831566853247,3.769226466887477,1.498963590045151,0.19907684490792205,Iris-setosa
+20,6.48009811831405,3.0,5.7755953424142055,2.186256428655111,Iris-virginica
+21,6.094808252739462,3.0,4.631202958149126,1.4105455717564943,Iris-versicolor
+22,6.209332747448497,2.315507461396553,5.000044163221386,1.7087234083072742,Iris-virginica
+23,4.801345520065907,3.0,1.4004562872131148,0.1,Iris-setosa
+24,6.273526271777333,3.2921463323476132,5.977276606906616,2.4999995296685413,Iris-virginica
+25,4.616333187173323,3.110518284242134,1.4939185362483023,0.20527081544221637,Iris-setosa
+26,4.587254136045737,3.4085344382490104,1.3759950965861039,0.2992415803622001,Iris-setosa
+27,6.102173914389936,3.0,4.603571821846648,1.4027319047520386,Iris-versicolor
+28,5.423526136035571,3.9851277051027565,1.3207959242576903,0.2787605771838114,Iris-setosa
+29,5.675770935233184,2.7615789423160035,4.21372837309176,1.3283615796259811,Iris-versicolor
+30,5.606717497372445,2.823043538591577,4.8872133145676955,2.005420174509201,Iris-virginica
+31,6.380129938335787,2.6922119565990523,5.317354949074333,1.905914871170436,Iris-virginica
+32,5.685033098706281,3.0,4.2057742806793295,1.2120433619100366,Iris-versicolor
+33,4.300000764299558,3.0,1.09309713553319,0.10000014234471685,Iris-setosa
+34,4.965797697016285,3.377845247570273,1.4889946195867678,0.20151091374667218,Iris-setosa
+35,5.393574125786944,3.3882915554481503,1.714084686847724,0.19660555401462998,Iris-setosa
+36,7.269125741273745,2.9039106694879138,6.2999992236102695,1.785965954526312,Iris-virginica
+37,6.123348151295736,2.79629790932155,4.005019060657239,1.2922920032365282,Iris-versicolor
+38,5.886397478143359,3.0,5.138936313481813,1.7944621055780352,Iris-virginica
+39,5.395265836763409,3.7136222432951635,1.499536040650777,0.19976863002291484,Iris-setosa
+40,5.994505369653475,2.700168119601322,5.085071008760688,1.6027039451191571,Iris-versicolor
+41,5.215801004379593,3.5156144949857717,1.5056707915715395,0.20195715253501587,Iris-setosa
+42,5.707819584283579,3.0,4.220017862597086,1.2474190851081866,Iris-versicolor
+43,5.356948691762752,3.0,4.450254025038101,1.500957300861876,Iris-versicolor
+44,6.172502801967813,2.8577473937418736,4.133042237350621,1.3382431334672644,Iris-versicolor
+45,5.072004390374084,2.476663834567851,2.821468958030122,1.0961880675624887,Iris-versicolor
+46,6.374848273567937,3.1614638901683008,4.512478550824767,1.5006160061880158,Iris-versicolor
+47,5.478830562241504,2.591064156169551,4.41342940478058,1.1747734346806278,Iris-versicolor
+48,6.070260310558849,2.8162584852490986,4.70942140387943,1.2134276848551737,Iris-versicolor
+49,5.0555745096620806,3.781114992887784,1.8520295538483178,0.4178267973643878,Iris-setosa
+50,5.260056990327198,2.6983191187453763,3.8957508672752743,1.3569897817371857,Iris-versicolor
+51,4.969095615535365,3.3816788206933825,1.495780090922543,0.19964362065382285,Iris-setosa
+52,7.699998794150782,3.0,6.098926097920418,2.2973170605043243,Iris-virginica
+53,4.788655456521612,3.3973991025474746,1.8166549984388105,0.19851887766278986,Iris-setosa
+54,6.287498365307732,2.803040837740099,5.104687211592015,1.4606915930962006,Iris-virginica
+55,6.983108415103738,3.1673074019606964,4.81222997216902,1.434595428466858,Iris-versicolor
+56,6.4374759074856,2.925712189887388,5.680271336427592,2.1473052671371544,Iris-virginica
+57,6.202356739354418,2.95549107008338,4.3273633493694765,1.313924028114185,Iris-versicolor
+58,6.8831595030048085,3.210307140406346,5.709572954408363,2.292359608039795,Iris-virginica
+59,6.691456632945723,3.2903532925048045,5.736959957086325,2.4999995905012424,Iris-virginica
+60,4.917396196879286,3.1152067180666494,1.499058494693773,0.1,Iris-setosa
+61,5.208070836205077,2.5106973243577464,3.4111833856225893,1.1112955230446067,Iris-versicolor
+62,7.7,3.0,6.091068576940534,2.2935214909448294,Iris-virginica
+63,5.891834507035498,3.2558753854045905,4.5326735420479976,1.5578267818355018,Iris-versicolor
+64,4.793512457971781,3.3996794181423113,1.7636465810836417,0.20031497428042905,Iris-setosa
+65,5.109422737003311,3.44955195481645,1.5014187212780874,0.20053207215363628,Iris-setosa
+66,5.972856603991197,2.698218692532769,5.104486246621879,1.5907462394767182,Iris-versicolor
+67,5.337262156234287,3.687923027123632,1.497928742821562,0.20174342493156838,Iris-setosa
+68,6.105789990761591,2.8255350300867854,4.7260510860980185,1.2989543993504806,Iris-versicolor
+69,5.515841642916126,3.0,4.5206191985549795,1.498725170779448,Iris-versicolor
+70,6.924437415696624,3.1988352285110984,5.732459408866982,2.3060853397334236,Iris-virginica
+71,5.6706914819385315,4.399999055812386,1.4962072393704164,0.5579377370814178,Iris-setosa
+72,5.493136720833494,4.188949353103024,1.3840160179704362,0.1990469027320062,Iris-setosa
+73,5.010147800544938,2.000000619481687,3.5311495697255406,1.0412008013003162,Iris-versicolor
+74,5.413832052348632,3.8842419012545695,1.306098308251773,0.38297966914828924,Iris-setosa
+75,6.1170002951951,2.9437881728878192,4.686376136110116,1.3853699378662852,Iris-versicolor
+76,4.9730121440458825,2.000000507880531,3.3157966791997877,0.9925366400643909,Iris-versicolor
+77,6.020796488268083,2.2193840872244226,4.997756220881119,1.5123924931805264,Iris-virginica
+78,6.395334422349199,2.800075398053843,5.598752710367037,2.0963399084120367,Iris-virginica
+79,5.416522627159238,3.0,4.478648613434918,1.5014212585129325,Iris-versicolor
+80,6.796988532253056,2.81261314266617,4.808683609495299,1.4054902726244396,Iris-versicolor
+81,5.632558151747997,2.5213444990719975,3.896414975558375,1.1230124634670435,Iris-versicolor
+82,5.041117156389711,2.3363300351520717,3.294210228664358,1.0631362173934884,Iris-versicolor
+83,5.480409636441307,2.584856330786283,4.375767792308103,1.1782907063324115,Iris-versicolor
+84,5.003337801870985,3.389064537079643,1.7660149870225683,0.4027749523576142,Iris-setosa
+85,4.300000464752935,3.0,1.0974887246322729,0.1,Iris-setosa
+86,6.1053328937686615,3.0,4.613439491236583,1.4018196811465473,Iris-versicolor
+87,6.303811585723188,2.5006895427618825,4.9918796978088,1.8990001546289872,Iris-virginica
+88,4.799265959136352,3.2962161059719546,1.2972879831886264,0.231666674668484,Iris-setosa
+89,7.153501790773332,3.5447593695675765,6.077568722266619,2.499999557174833,Iris-virginica
+90,6.105790335719702,3.0,4.875913237555022,1.8004116006561703,Iris-virginica
+91,5.430487011854666,3.0,4.483470104859193,1.5020357222499976,Iris-versicolor
+92,5.50338318212567,2.609517805411723,4.398950027494278,1.206375183434663,Iris-versicolor
+93,5.474150371353201,2.506693132310576,3.9793118490948562,1.3086447342370813,Iris-versicolor
+94,7.218864565542068,3.623443341233001,6.103325090919671,2.4999996079660263,Iris-virginica
+95,6.679972347899302,3.3040306374508845,5.7034469796819005,2.499999580853124,Iris-virginica
+96,6.780155207423478,3.1462114573633406,4.730476200474799,1.4880739575530681,Iris-versicolor
+97,6.509794913782764,3.0,5.795142934882477,2.1980037152831984,Iris-virginica
+98,4.394983196408103,2.9055030751566417,1.3954814856808084,0.19720782349177252,Iris-setosa
+99,5.961464122296622,2.1808125855249085,4.968805149925429,1.4596926796505836,Iris-virginica
+100,7.186885574057459,3.202769687856153,6.011373703656519,1.816776517220774,Iris-virginica
+101,5.005869447978177,3.396228661891353,1.5976236853596595,0.33794383237067677,Iris-setosa
+102,5.796417617050042,2.786577879135906,5.138063285744176,2.396602350424321,Iris-virginica
+103,5.377246779533541,3.6963189617084096,1.500523497683882,0.20037214953002766,Iris-setosa
+104,5.462650766450417,2.501460143920206,3.9730475231313482,1.2966311833753938,Iris-versicolor
+105,5.4253465489526596,3.908821196514283,1.3030353209160002,0.40382174528914627,Iris-setosa
+106,6.514709483625195,3.0,5.198868423432397,2.0023082583756544,Iris-virginica
+107,5.540982895672881,3.0,4.510571205667985,1.4990955085737814,Iris-versicolor
+108,7.207606649182433,3.2062804940419003,6.003861279141745,1.8062608518423968,Iris-virginica
+109,6.006483119764693,2.1998312363438117,3.9874467542441163,0.9964343812324343,Iris-versicolor
+110,6.2825210010884005,3.293663739332372,5.988869183499756,2.4999996335756838,Iris-virginica
+111,4.3000007371445985,3.0,1.101838146801893,0.10000009745568804,Iris-setosa
+112,6.387514144095523,2.8147494233039416,5.607225901635468,2.2369517461932644,Iris-virginica
+113,4.804384797553137,3.1021151873629442,1.5974553776501383,0.19362316601182944,Iris-setosa
+114,4.705536404295568,3.217606576224417,1.3123385980873792,0.1947277588921486,Iris-setosa
+115,5.344329597976463,3.734111137910041,1.4961148393270638,0.19833556095476468,Iris-setosa
+116,7.1740910519313195,3.180866207785907,5.992124852019226,1.7906991601771471,Iris-virginica
+117,6.6804030272107235,2.5047813734539477,5.788787271894831,1.7961934072794339,Iris-virginica
+118,6.097691459323569,2.7820450911405,4.69564716195315,1.1756877741145357,Iris-versicolor
+119,7.0183579938763145,3.217626564761017,4.696527125660392,1.4002863123551386,Iris-versicolor
+120,6.576686797281681,3.1544428609859385,4.578665291481051,1.5011299068031843,Iris-versicolor
+121,5.2029626908024715,2.7019791765015806,3.869727662175937,1.3783697723174173,Iris-versicolor
+122,5.677233959801933,2.706677473418301,4.14239340493312,1.2967379962908077,Iris-versicolor
+123,6.453424478841355,3.0925586957918547,5.539052407108587,1.804496860886849,Iris-virginica
+124,5.392368890555724,3.8984601794263587,1.278470383453046,0.3961610773578594,Iris-setosa
+125,5.0987427866126325,3.771297985540186,1.5958267433194495,0.1964921110141017,Iris-setosa
+126,6.882953335216712,3.0967280742495116,5.092287670413669,2.2680799644679093,Iris-virginica
+127,5.027174053346707,3.569616895170081,1.3129362341796416,0.2972882857241941,Iris-setosa
+128,4.784104052987724,3.089816868600076,1.5899684099195142,0.19969439989042792,Iris-setosa
+129,4.979899763367939,3.385018799916357,1.4941994953038558,0.19995311745204403,Iris-setosa
+130,6.115573052027736,2.9100198695316606,4.701561714445817,1.3834682443015465,Iris-versicolor
+131,6.900031361170307,3.090013416644289,5.088945797581311,2.2941431751612384,Iris-virginica
+132,6.499167840104407,3.206164576958484,5.090693712669736,1.9890294846722714,Iris-virginica
+133,5.011882490161744,2.331577969670081,3.063443758441668,1.0267502525306107,Iris-versicolor
+134,6.985862358015876,3.177450937559604,4.703391052546347,1.379232853563985,Iris-versicolor
+135,5.789669660695083,2.5910774766992266,3.973617084566243,1.1947952539250843,Iris-versicolor
+136,5.47760153917614,2.5172910426658985,3.9886641806829926,1.3055379935242808,Iris-versicolor
+137,6.872567463935643,3.101904240359698,4.851686906222319,1.492908818937692,Iris-versicolor
+138,6.2020461946401,2.915737217477001,4.308350365286882,1.2906513465141092,Iris-versicolor
+139,5.538683585144198,2.4282661434894255,3.844554973081321,1.1073304978421112,Iris-versicolor
+140,6.403715373723745,2.6819282208936923,5.303459734404643,1.8993581310565413,Iris-virginica
+141,4.585738346550512,3.6058746850931707,1.0,0.1850816006024974,Iris-setosa
+142,5.518355125044916,2.616466833249616,4.413057850581611,1.1882346306157159,Iris-versicolor
+143,5.912195264917484,3.0,5.099262063466896,1.7981303047694328,Iris-virginica
+144,6.5706816843179014,3.0,5.211205482377567,2.0139534123726697,Iris-virginica
+145,5.352738177543573,3.903522770469998,1.2997492000726907,0.35111503455740645,Iris-setosa
+146,6.693793170233418,3.096372931714697,4.7028005042295264,1.5026886640918178,Iris-versicolor
+147,4.917734844958437,2.5016974040432696,4.517925387524567,1.7106887105886814,Iris-virginica
+148,5.222213397816706,2.6884509532129552,3.865002085960563,1.3811311739966805,Iris-versicolor
+149,5.187346476479018,2.7065909576075193,3.9019971414642107,1.4072943271820035,Iris-versicolor

iris/tab_ddpm/df/12/train.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1,3.5,1.4,0.2,Iris-setosa
+1,4.9,3.0,1.4,0.2,Iris-setosa
+2,4.7,3.2,1.3,0.2,Iris-setosa
+3,4.6,3.1,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+5,5.4,3.9,1.7,0.4,Iris-setosa
+6,4.6,3.4,1.4,0.3,Iris-setosa
+7,5.0,3.4,1.5,0.2,Iris-setosa
+8,4.4,2.9,1.4,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+11,4.8,3.4,1.6,0.2,Iris-setosa
+12,4.8,3.0,1.4,0.1,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+14,5.8,4.0,1.2,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+16,5.4,3.9,1.3,0.4,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+18,5.7,3.8,1.7,0.3,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+20,5.4,3.4,1.7,0.2,Iris-setosa
+21,5.1,3.7,1.5,0.4,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+26,5.0,3.4,1.6,0.4,Iris-setosa
+27,5.2,3.5,1.5,0.2,Iris-setosa
+28,5.2,3.4,1.4,0.2,Iris-setosa
+29,4.7,3.2,1.6,0.2,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+31,5.4,3.4,1.5,0.4,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+33,5.5,4.2,1.4,0.2,Iris-setosa
+34,4.9,3.1,1.5,0.1,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+37,4.9,3.1,1.5,0.1,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+39,5.1,3.4,1.5,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+41,4.5,2.3,1.3,0.3,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+45,4.8,3.0,1.4,0.3,Iris-setosa
+46,5.1,3.8,1.6,0.2,Iris-setosa
+47,4.6,3.2,1.4,0.2,Iris-setosa
+48,5.3,3.7,1.5,0.2,Iris-setosa
+49,5.0,3.3,1.4,0.2,Iris-setosa
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+100,6.3,3.3,6.0,2.5,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+102,7.1,3.0,5.9,2.1,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+104,6.5,3.0,5.8,2.2,Iris-virginica
+105,7.6,3.0,6.6,2.1,Iris-virginica
+106,4.9,2.5,4.5,1.7,Iris-virginica
+107,7.3,2.9,6.3,1.8,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+109,7.2,3.6,6.1,2.5,Iris-virginica
+110,6.5,3.2,5.1,2.0,Iris-virginica
+111,6.4,2.7,5.3,1.9,Iris-virginica
+112,6.8,3.0,5.5,2.1,Iris-virginica
+113,5.7,2.5,5.0,2.0,Iris-virginica
+114,5.8,2.8,5.1,2.4,Iris-virginica
+115,6.4,3.2,5.3,2.3,Iris-virginica
+116,6.5,3.0,5.5,1.8,Iris-virginica
+117,7.7,3.8,6.7,2.2,Iris-virginica
+118,7.7,2.6,6.9,2.3,Iris-virginica
+119,6.0,2.2,5.0,1.5,Iris-virginica
+120,6.9,3.2,5.7,2.3,Iris-virginica
+121,5.6,2.8,4.9,2.0,Iris-virginica
+122,7.7,2.8,6.7,2.0,Iris-virginica
+123,6.3,2.7,4.9,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+126,6.2,2.8,4.8,1.8,Iris-virginica
+127,6.1,3.0,4.9,1.8,Iris-virginica
+128,6.4,2.8,5.6,2.1,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+130,7.4,2.8,6.1,1.9,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+132,6.4,2.8,5.6,2.2,Iris-virginica
+133,6.3,2.8,5.1,1.5,Iris-virginica
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+136,6.3,3.4,5.6,2.4,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+138,6.0,3.0,4.8,1.8,Iris-virginica
+139,6.9,3.1,5.4,2.1,Iris-virginica
+140,6.7,3.1,5.6,2.4,Iris-virginica
+141,6.9,3.1,5.1,2.3,Iris-virginica
+142,5.8,2.7,5.1,1.9,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+144,6.7,3.3,5.7,2.5,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+146,6.3,2.5,5.0,1.9,Iris-virginica
+147,6.5,3.0,5.2,2.0,Iris-virginica
+148,6.2,3.4,5.4,2.3,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica

iris/tab_ddpm/df/13/synth.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.899577291789311,2.466742634834209,4.4669098702186405,1.6921723380794038,Iris-virginica
+1,5.828834422133104,3.0,4.170014492461195,1.4095987121178808,Iris-versicolor
+2,4.809947796669794,3.095834662701505,1.598666161069576,0.1981347891399593,Iris-setosa
+3,5.945837651938756,3.0,5.061977444386927,1.7977885198369634,Iris-virginica
+4,4.893005545189491,2.4754782677769307,4.522040994215436,1.7239220209167074,Iris-virginica
+5,6.405384501833498,2.695651566852869,5.312971978584992,1.8923971841957847,Iris-virginica
+6,5.598124601177241,2.912654865088431,3.632850086597664,1.306019365487009,Iris-versicolor
+7,5.4826401436539784,3.900759752833761,1.3137188625853393,0.3776707234393345,Iris-setosa
+8,4.8074320964641934,3.0,1.3896533906419009,0.29090195244503625,Iris-setosa
+9,6.003888630515231,2.2025077532353916,5.007629399931213,1.4822174404145654,Iris-virginica
+10,7.156546638318797,3.5553201309972193,6.091978629364622,2.499999551658688,Iris-virginica
+11,4.300000567786733,3.0,1.1041262384198631,0.10000009466502532,Iris-setosa
+12,6.390626783499316,3.0959909061612882,5.523315712972296,1.7881882477791162,Iris-virginica
+13,4.300000489168619,3.0,1.0982514281228979,0.1,Iris-setosa
+14,6.483305508462718,2.798806049943054,4.595426656548122,1.4943050022988658,Iris-versicolor
+15,6.095775859258021,2.7901563499372344,4.0265984079868185,1.2866885417560523,Iris-versicolor
+16,5.786614225295896,2.8050472625586074,5.087130439955189,2.393490068021048,Iris-virginica
+17,6.665762116743507,3.3077682683999345,5.676247671794818,2.499999601534038,Iris-virginica
+18,4.300000470603946,3.0,1.0931716287368938,0.1000000947331905,Iris-setosa
+19,7.293619978032982,2.907826266499459,6.299999098209784,1.7881791679935932,Iris-virginica
+20,6.898333733412503,3.1094310898938797,5.094312090504403,2.2892307848541877,Iris-virginica
+21,5.3876665009850475,3.7236594933781477,1.4966350646610562,0.1994606806632142,Iris-setosa
+22,4.797454476400725,3.0,1.4051820901042396,0.10000009160652527,Iris-setosa
+23,6.9877369275707455,3.2333616060428536,4.730129841855332,1.4066705371870085,Iris-versicolor
+24,6.117615726916846,2.2762003208207426,4.208480718883039,1.2687634358164828,Iris-versicolor
+25,6.476980998412868,2.8028798327420215,4.589101338992122,1.5003948851441253,Iris-versicolor
+26,6.412459997095126,2.867758647136383,5.649538905583856,2.184971637686741,Iris-virginica
+27,5.006366083015084,2.0,3.235709241673066,1.072076391962217,Iris-versicolor
+28,5.601055845843099,2.799453114266106,4.888595092959962,2.0100518862722367,Iris-virginica
+29,7.343903140090975,2.9077771774715884,6.3,1.8098880240521555,Iris-virginica
+30,6.183682602545886,2.785948913062356,4.820147784390606,1.805971992432966,Iris-virginica
+31,5.393849849430624,3.9409238015437684,1.301899501712477,0.4533447361939216,Iris-setosa
+32,6.00772487256208,2.705510903150622,5.122132621174166,1.6156716382644503,Iris-versicolor
+33,7.314842977079583,2.8954267739996555,6.299999263494387,1.786890624017425,Iris-virginica
+34,5.8811441120871795,3.0,5.104047101081827,1.812108331346658,Iris-virginica
+35,4.771238502833597,3.108106188848294,1.5957910143783651,0.1990572397544268,Iris-setosa
+36,4.907894562545451,3.1113623869865297,1.500422127053165,0.1,Iris-setosa
+37,5.7745094945260425,2.714548162434939,5.076019076899651,1.8598420675453424,Iris-virginica
+38,6.030878582563792,3.381207795735762,4.522758171303438,1.6133374977088424,Iris-versicolor
+39,5.589839340372697,2.810955143554413,4.889668200369587,1.9926329724568232,Iris-virginica
+40,4.797205670912074,3.0,1.3913256101450673,0.2903370159479314,Iris-setosa
+41,5.117941549865009,3.788856302219621,1.9064334909391198,0.4119476032770219,Iris-setosa
+42,4.602756196456972,3.0908595494767748,1.503085693827363,0.20037007496914647,Iris-setosa
+43,5.81918857476285,2.7032967765282603,5.1316650719349655,1.8832221730193035,Iris-virginica
+44,4.766084980387705,3.0,1.3853502374651308,0.29920865165067895,Iris-setosa
+45,4.300000745113863,3.0,1.1003131600279068,0.10000013285753802,Iris-setosa
+46,6.311469116925598,2.7933073522411624,5.120901293099261,1.5059450845882423,Iris-virginica
+47,5.29809261844596,3.591647474077077,1.4966031694557906,0.1994939869799885,Iris-setosa
+48,6.403163921630615,3.0983527786963116,5.492331934921594,1.79780285805476,Iris-virginica
+49,4.783835024571208,3.4050770030995245,1.648333021359517,0.2002756267637734,Iris-setosa
+50,4.3,3.0,1.1044115343697676,0.10000012180861216,Iris-setosa
+51,5.887903910877506,3.0,5.09549798401248,1.7948066421497253,Iris-virginica
+52,4.97566736260169,2.0,3.6469364840086835,0.9903945333316775,Iris-versicolor
+53,5.441920798099573,3.4271006806606614,1.8427822342954183,0.20336652019176948,Iris-setosa
+54,6.39052396281387,2.7000047111947443,5.292198864274278,1.900317868067145,Iris-virginica
+55,7.222681619831537,3.6306559120645288,6.093743580770822,2.5,Iris-virginica
+56,5.872976159848414,2.894372543851227,4.347752951306777,1.400789114130877,Iris-versicolor
+57,6.393822509466055,2.7968349744206717,5.612392593582605,2.1177812411721675,Iris-virginica
+58,6.417463809400104,3.0992580269930627,5.479544416371818,1.7972582173254832,Iris-virginica
+59,4.804725356269781,3.1210593741296404,1.6834199353851407,0.19950291977787066,Iris-setosa
+60,5.789420954088309,2.6972931060178933,5.103930179970448,1.8975270160610385,Iris-virginica
+61,6.498679749313772,3.204593675355157,5.1140118561313415,1.9986597836732063,Iris-virginica
+62,6.397094391452587,2.7991886192596502,5.583109557311904,2.111058484443522,Iris-virginica
+63,5.471278824804752,4.177736948439013,1.4159516440714128,0.19975670886672037,Iris-setosa
+64,6.6698521673136995,2.498277916093591,5.783178411409024,1.7967884542769954,Iris-virginica
+65,5.1132226754268855,3.806175704340506,1.653946736430898,0.200463935655208,Iris-setosa
+66,6.499705783738068,3.0,5.801270642267262,2.220799450423428,Iris-virginica
+67,4.39856214636317,2.901395571792865,1.3975945686148772,0.18982484350057993,Iris-setosa
+68,5.725737033977631,4.4,1.505509671084299,0.5655811003536663,Iris-setosa
+69,5.657194122202758,2.797033461001332,4.185216545187676,1.2986357556688477,Iris-versicolor
+70,4.702325507871551,3.217514397199638,1.2996200031616616,0.20354774862665964,Iris-setosa
+71,4.892673820009344,2.499374905912025,4.490066534894309,1.6984275298802973,Iris-virginica
+72,4.723318494214375,3.2272010115989733,1.3333385398072637,0.20040540331978587,Iris-setosa
+73,6.102409110418099,3.0,4.578076400352213,1.3837304332732165,Iris-versicolor
+74,4.7686747884762415,3.0,1.3750776016055826,0.10000009871193236,Iris-setosa
+75,7.1955353338256725,3.1785648737346723,5.960466412646982,1.8013209640727545,Iris-virginica
+76,4.589143403807049,3.39153896970188,1.3858965525151574,0.29939811081442963,Iris-setosa
+77,4.401847210341765,2.90202751181851,1.4137250926639569,0.20674362728942897,Iris-setosa
+78,6.523996334407837,2.792387251201069,4.614387128523892,1.4942968402285453,Iris-versicolor
+79,6.934134355591122,3.2224110906655783,5.700009432292014,2.293883741539688,Iris-virginica
+80,4.924125875554924,2.504106453114839,4.489933005604889,1.713191363344155,Iris-virginica
+81,5.3701818379079915,3.397463818898045,1.666963747810503,0.19771809909120508,Iris-setosa
+82,4.78998356993879,3.0,1.3938125389460767,0.29489097474910553,Iris-setosa
+83,5.162736606441959,2.5321514517364703,3.7382725548957336,1.1853554052944195,Iris-versicolor
+84,6.8192470179209685,3.0,5.5205726487848406,2.1058348294051203,Iris-virginica
+85,6.79158730428134,3.0,5.503878439612699,2.1018092643548147,Iris-virginica
+86,4.738865099902068,3.2382748359337,1.337670406800256,0.19732055425638545,Iris-setosa
+87,6.296213323945745,2.8148951500744075,5.104381724973508,1.5013772441890894,Iris-virginica
+88,6.751643154928127,3.0,5.448970857529407,2.104726006814691,Iris-virginica
+89,5.820651024260124,2.800312563650562,5.130201915301523,2.4067702264743556,Iris-virginica
+90,6.514735980929117,3.0,5.521690725402877,1.7996043026605908,Iris-virginica
+91,6.291567550310754,2.7179124510065624,4.91862210149294,1.7946083912890631,Iris-virginica
+92,7.254330606486612,2.9257571968054528,6.299999240145404,1.8028398630844427,Iris-virginica
+93,7.343713561166874,2.93439631261314,6.3,1.7807809062718503,Iris-virginica
+94,6.108626501245274,2.887180615853977,4.619604462104873,1.2579807202528095,Iris-versicolor
+95,7.341143494887106,2.911222072172947,6.3,1.8033668316573848,Iris-virginica
+96,7.332181806548814,2.9128450225356173,6.3,1.8256053854500587,Iris-virginica
+97,6.556017329689987,3.0,5.794658530154406,2.199102709390456,Iris-virginica
+98,5.074962966507483,2.486011243865521,2.9237407396237174,1.090389425109876,Iris-versicolor
+99,7.360752624503123,2.9487385926731013,6.3,1.7921200907098602,Iris-virginica
+100,5.814158160219052,2.8245904481017514,5.130375872501704,2.3995557526451927,Iris-virginica
+101,6.000640962383072,3.407702838059476,4.521855498376574,1.5980640649597224,Iris-versicolor
+102,7.31686867680916,2.9017996474490375,6.299999315996332,1.7965707346265611,Iris-virginica
+103,5.9866466595043795,3.4055452113960087,4.500362375292715,1.600190072509849,Iris-versicolor
+104,7.2191214858851795,3.220955038074029,5.990809404466615,1.7941438918580124,Iris-virginica
+105,4.794148231922107,3.0,1.395227656370624,0.314487813306657,Iris-setosa
+106,7.109256167241132,3.0,5.8974282652386805,2.09601833179872,Iris-virginica
+107,5.242633191042925,2.677897812168294,3.9152357708598235,1.394944845809726,Iris-versicolor
+108,6.447946220407784,2.6690263884721066,5.379085936888444,1.8980639180804384,Iris-virginica
+109,6.137147612648555,2.832265614227886,4.0307038011193415,1.3285306082120671,Iris-versicolor
+110,6.394745821340447,2.8091099839288485,5.635228695191012,2.2351856387397366,Iris-virginica
+111,6.212800570398057,2.8009110284896024,4.81157040911206,1.807897849876687,Iris-virginica
+112,5.609722223846786,2.903781652685254,3.539561366170008,1.312746437694469,Iris-versicolor
+113,5.697460646815774,3.0,4.188243851508401,1.1973981044586393,Iris-versicolor
+114,5.675622859208287,2.7735871806914356,4.2594957146860315,1.322603842102113,Iris-versicolor
+115,5.364078859777049,3.8241853197296813,1.4089496099447167,0.24574577044661022,Iris-setosa
+116,5.435338379281212,3.418527665015551,1.8007576048969658,0.20151426310084106,Iris-setosa
+117,7.283660994163335,2.912476100700909,6.3,1.7549268437298913,Iris-virginica
+118,6.066770925122,2.9547911636018185,4.63505837373635,1.4324781854784834,Iris-versicolor
+119,6.3220170986895265,2.796881112269161,5.10154576143086,1.483618434376228,Iris-virginica
+120,4.897383343011005,3.080814705433453,1.4964578286603223,0.1,Iris-setosa
+121,5.613986239009443,2.4974466260567842,3.8930648240443624,1.0994886546758114,Iris-versicolor
+122,4.681370730547442,3.177888310616574,1.316310214977588,0.19822504549961018,Iris-setosa
+123,6.4015735938178615,2.7878113684283203,5.568301009496769,2.1923391405472237,Iris-virginica
+124,4.400686126126373,2.897474846652232,1.406180867500697,0.19687762269696038,Iris-setosa
+125,5.545890682986844,3.0,4.489547669565093,1.474783438214963,Iris-versicolor
+126,5.745584788620238,2.9415307114771068,4.2122874205566605,1.3531901669354311,Iris-versicolor
+127,5.7432648463813045,4.4,1.4984855695084727,0.4294737305872248,Iris-setosa
+128,5.852696481835154,3.0,4.160147979635642,1.4840560113530794,Iris-versicolor
+129,5.594348656345375,2.6816715259474373,4.162691807983064,1.3020630684820276,Iris-versicolor
+130,5.0965870882409385,2.499928169716199,2.979127715638895,1.0542046962367884,Iris-versicolor
+131,6.198308226474635,2.18428606198988,4.490764007924332,1.5057143311909007,Iris-versicolor
+132,5.768504682650838,2.6919413107424046,5.090825697662085,1.883226297740139,Iris-virginica
+133,7.284139661575121,2.9365305093408627,6.3,1.8138807371958234,Iris-virginica
+134,5.014826255793776,3.5072942381714154,1.723883703171288,0.621791419445425,Iris-setosa
+135,4.802671535386282,3.413138244667501,1.722178082760733,0.19928684931578694,Iris-setosa
+136,6.208364731412554,2.219264113565434,4.5123351288820075,1.4933038935461045,Iris-versicolor
+137,5.716002870556699,4.399999168399581,1.4989666725491853,0.41862771296742046,Iris-setosa
+138,5.1900762272002146,2.70651139220681,3.8791818357441636,1.417983300492458,Iris-versicolor
+139,6.0986257934808235,2.7968041394714547,3.9835736722303086,1.2893233948743856,Iris-versicolor
+140,5.11540332761122,2.503534662176596,2.8220263694617733,1.1084109870226007,Iris-versicolor
+141,6.503259877424403,2.8045717870982756,4.599974610438802,1.4933084797814542,Iris-versicolor
+142,5.037226380087584,3.438307155184143,1.5007340055503757,0.1994209871548437,Iris-setosa
+143,5.566770798243962,3.0,4.488355376038226,1.4964864060084426,Iris-versicolor
+144,5.718033784783632,2.889898624988717,4.2093571664065195,1.3225546461593816,Iris-versicolor
+145,5.002337451226653,2.0,3.2717872579506047,0.9701772988326722,Iris-versicolor
+146,5.633352194992286,2.907832909084991,3.7820752368554404,1.3169409684090874,Iris-versicolor
+147,6.387851212384981,3.2858403103834757,5.91835383433707,2.5,Iris-virginica
+148,7.7,3.0,6.108163332946325,2.319013903571486,Iris-virginica
+149,4.6132935445174645,3.646396518655002,1.0,0.20809447016466398,Iris-setosa

iris/tab_ddpm/df/13/train.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1,3.5,1.4,0.2,Iris-setosa
+1,4.9,3.0,1.4,0.2,Iris-setosa
+2,4.7,3.2,1.3,0.2,Iris-setosa
+3,4.6,3.1,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+5,5.4,3.9,1.7,0.4,Iris-setosa
+6,4.6,3.4,1.4,0.3,Iris-setosa
+7,5.0,3.4,1.5,0.2,Iris-setosa
+8,4.4,2.9,1.4,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+11,4.8,3.4,1.6,0.2,Iris-setosa
+12,4.8,3.0,1.4,0.1,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+14,5.8,4.0,1.2,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+16,5.4,3.9,1.3,0.4,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+18,5.7,3.8,1.7,0.3,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+20,5.4,3.4,1.7,0.2,Iris-setosa
+21,5.1,3.7,1.5,0.4,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+26,5.0,3.4,1.6,0.4,Iris-setosa
+27,5.2,3.5,1.5,0.2,Iris-setosa
+28,5.2,3.4,1.4,0.2,Iris-setosa
+29,4.7,3.2,1.6,0.2,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+31,5.4,3.4,1.5,0.4,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+33,5.5,4.2,1.4,0.2,Iris-setosa
+34,4.9,3.1,1.5,0.1,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+37,4.9,3.1,1.5,0.1,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+39,5.1,3.4,1.5,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+41,4.5,2.3,1.3,0.3,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+45,4.8,3.0,1.4,0.3,Iris-setosa
+46,5.1,3.8,1.6,0.2,Iris-setosa
+47,4.6,3.2,1.4,0.2,Iris-setosa
+48,5.3,3.7,1.5,0.2,Iris-setosa
+49,5.0,3.3,1.4,0.2,Iris-setosa
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+100,6.3,3.3,6.0,2.5,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+102,7.1,3.0,5.9,2.1,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+104,6.5,3.0,5.8,2.2,Iris-virginica
+105,7.6,3.0,6.6,2.1,Iris-virginica
+106,4.9,2.5,4.5,1.7,Iris-virginica
+107,7.3,2.9,6.3,1.8,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+109,7.2,3.6,6.1,2.5,Iris-virginica
+110,6.5,3.2,5.1,2.0,Iris-virginica
+111,6.4,2.7,5.3,1.9,Iris-virginica
+112,6.8,3.0,5.5,2.1,Iris-virginica
+113,5.7,2.5,5.0,2.0,Iris-virginica
+114,5.8,2.8,5.1,2.4,Iris-virginica
+115,6.4,3.2,5.3,2.3,Iris-virginica
+116,6.5,3.0,5.5,1.8,Iris-virginica
+117,7.7,3.8,6.7,2.2,Iris-virginica
+118,7.7,2.6,6.9,2.3,Iris-virginica
+119,6.0,2.2,5.0,1.5,Iris-virginica
+120,6.9,3.2,5.7,2.3,Iris-virginica
+121,5.6,2.8,4.9,2.0,Iris-virginica
+122,7.7,2.8,6.7,2.0,Iris-virginica
+123,6.3,2.7,4.9,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+126,6.2,2.8,4.8,1.8,Iris-virginica
+127,6.1,3.0,4.9,1.8,Iris-virginica
+128,6.4,2.8,5.6,2.1,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+130,7.4,2.8,6.1,1.9,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+132,6.4,2.8,5.6,2.2,Iris-virginica
+133,6.3,2.8,5.1,1.5,Iris-virginica
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+136,6.3,3.4,5.6,2.4,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+138,6.0,3.0,4.8,1.8,Iris-virginica
+139,6.9,3.1,5.4,2.1,Iris-virginica
+140,6.7,3.1,5.6,2.4,Iris-virginica
+141,6.9,3.1,5.1,2.3,Iris-virginica
+142,5.8,2.7,5.1,1.9,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+144,6.7,3.3,5.7,2.5,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+146,6.3,2.5,5.0,1.9,Iris-virginica
+147,6.5,3.0,5.2,2.0,Iris-virginica
+148,6.2,3.4,5.4,2.3,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica

iris/tab_ddpm/df/14/synth.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.528562148425367,2.43731080266659,3.821132873787154,1.0826611842617195,Iris-versicolor
+1,6.182948221398033,2.8944973148616966,4.263212928331366,1.3058878988950646,Iris-versicolor
+2,6.066929857724962,2.7997477973865066,4.669970221789812,1.1867796100865777,Iris-versicolor
+3,4.977972314270215,2.0,3.1650503428804444,0.9706187162470343,Iris-versicolor
+4,5.584924014725978,2.872618680736479,3.0938736480096107,1.2991161614857702,Iris-versicolor
+5,4.59529407113088,3.6244523648649674,1.0,0.19950782397956568,Iris-setosa
+6,6.492030681383534,3.0,5.509721005226232,1.7993755366696356,Iris-virginica
+7,6.313160620599274,2.8010259136007,5.099940592458408,1.5044487484934628,Iris-virginica
+8,4.5830304094104735,3.095577604692303,1.4973246072560003,0.19668330745685003,Iris-setosa
+9,5.035977727515546,3.427992232944013,1.4992959902887448,0.20078835835302597,Iris-setosa
+10,6.5285926305108575,3.0,5.50590625233275,1.852961558638446,Iris-virginica
+11,6.287874920281182,2.7162952016664175,4.887014490447539,1.7858880139853817,Iris-virginica
+12,5.747496374251768,3.0,4.2218500217991375,1.236389978137594,Iris-versicolor
+13,5.414378341494091,3.4254142747309486,1.6421502062335698,0.2023052511595524,Iris-setosa
+14,5.010614086996227,2.0000006563967045,3.5805002666021846,0.9002312983603746,Iris-versicolor
+15,4.593996751695811,3.1031771363520004,1.501165801041993,0.19335611711221093,Iris-setosa
+16,6.406116449844331,2.802297673005219,5.590728307139197,2.0875746310615413,Iris-virginica
+17,5.69647436754848,3.0,4.174505669074551,1.1961899940197425,Iris-versicolor
+18,6.179131347610625,3.0,4.922314088337647,1.8378723948886526,Iris-virginica
+19,6.675541139957152,3.0,5.436283069292037,2.0502032557121312,Iris-virginica
+20,6.495581310377009,3.2029306487688043,5.097110990711061,1.999072071073955,Iris-virginica
+21,4.939800750960838,2.0,3.1728912074809115,0.9148008008980422,Iris-versicolor
+22,6.10810880317277,2.8176677658921254,4.704348668730844,1.2064647258271266,Iris-versicolor
+23,7.098195956133473,3.22446156717495,4.710743077576753,1.4120635238912267,Iris-versicolor
+24,4.9992508217637806,3.4924687618048673,1.713024314071627,0.5894937035474683,Iris-setosa
+25,6.101523105712396,2.2194553583293892,4.290264651616133,1.27288012328226,Iris-versicolor
+26,6.41627234751369,3.0877982023501955,5.485193420298135,1.8142766776383192,Iris-virginica
+27,6.038853899581102,2.909348043307622,4.609796740004693,1.471970510633634,Iris-versicolor
+28,7.169646428867281,3.186403232878228,6.020166295343634,1.7851441545188504,Iris-virginica
+29,6.107550849688326,2.807849924079961,4.705695812451712,1.2006180106290554,Iris-versicolor
+30,6.396516590377456,2.816211078850682,5.614580463053216,2.2037622375119854,Iris-virginica
+31,6.5467593463710125,2.6013696183740453,5.511341418196933,1.867253360209498,Iris-virginica
+32,6.2988287723160585,2.502825547784789,5.005409715311356,1.882600612754833,Iris-virginica
+33,6.267402624996005,2.758182986243335,4.778886319712101,1.798424415596108,Iris-virginica
+34,4.607873855577656,3.1574568794827345,1.4916346678123051,0.19939062807225078,Iris-setosa
+35,6.710618923574521,2.4801745401048443,5.783177198139983,1.8040887592642276,Iris-virginica
+36,6.784917194817074,3.096277154373861,4.7957403178347064,1.5024210025002334,Iris-versicolor
+37,6.510910522116421,2.802045796073758,4.604265486320142,1.5073370461989641,Iris-versicolor
+38,7.190738100124848,3.207987654623865,5.984385807937193,1.8183149870553366,Iris-virginica
+39,6.816157720268413,3.099545383793724,5.13225796765373,2.3185341273127658,Iris-virginica
+40,4.746834754456524,3.2289731445782257,1.3123160931079034,0.19780383669994894,Iris-setosa
+41,6.2957527805679945,2.7944975673973653,5.122468192305798,1.4863873172995106,Iris-virginica
+42,4.851018208370459,3.050330918703331,1.5014150629141132,0.10000010584268379,Iris-setosa
+43,7.255413857449126,2.891601588539738,6.3,1.7913099813027382,Iris-virginica
+44,5.439796427218092,4.050785255099331,1.4611844179172273,0.1999619649542949,Iris-setosa
+45,5.54627774624577,2.539543216125854,4.164725663503818,1.1432205199488212,Iris-versicolor
+46,5.508557923261687,2.601626734801104,4.414684242631381,1.1952670078872378,Iris-versicolor
+47,6.4416526518480115,2.9223548887761326,5.681434798932941,2.1288576472646437,Iris-virginica
+48,6.335829003014345,2.7268683836783305,5.005175672194381,1.831738078722257,Iris-virginica
+49,4.985099893270331,2.0000005012427766,3.4017609703730223,1.0461436707419889,Iris-versicolor
+50,4.905727531143552,3.3613719824899677,1.4622065608823318,0.20044317893835606,Iris-setosa
+51,4.587572223476703,3.4269706999341425,1.407644139825801,0.2988558200811743,Iris-setosa
+52,5.038083484738416,2.3498838379051064,3.403807438701235,1.0021141740471762,Iris-versicolor
+53,5.0379297642902765,2.000000687269344,3.4343851409510053,0.9693226680001306,Iris-versicolor
+54,4.806507721065788,3.4315855627661556,1.5912679472611277,0.20063610827733722,Iris-setosa
+55,4.65613168110484,3.4241606957696273,1.493498766585658,0.338093990802513,Iris-setosa
+56,6.065715902924442,2.7925232071624344,4.687775290148158,1.1792512830613582,Iris-versicolor
+57,6.397878707518239,2.799008212657292,5.5995859705363875,2.2130701961227874,Iris-virginica
+58,5.147388507737437,3.498796735142769,1.5012644679155698,0.19780312708244818,Iris-setosa
+59,5.688786870416622,3.8035277903942526,1.8467587316768976,0.29718697684518985,Iris-setosa
+60,6.377696696264249,3.077143720229192,5.484904076592619,1.788840702677606,Iris-virginica
+61,6.203937982400624,2.798552210433554,4.801212884989941,1.799162898643397,Iris-virginica
+62,6.883839824015624,3.1240802399319785,4.8559322238564615,1.4736788904133522,Iris-versicolor
+63,5.494822842188338,3.0,4.461235911646902,1.500840282001208,Iris-versicolor
+64,6.017024517104861,3.3998614440044395,4.489431542413467,1.611132894574449,Iris-versicolor
+65,5.721819534905816,2.568631790005093,3.9786619008004784,1.1675571524334964,Iris-versicolor
+66,6.389346809104655,2.708138946184605,5.25088962162669,1.8976640626494719,Iris-virginica
+67,6.503063741535772,3.0,5.482740531149199,1.8161706416726764,Iris-virginica
+68,5.470115764123489,2.4978115982211957,3.991775524916143,1.3040506956394515,Iris-versicolor
+69,7.7,3.0,6.092552171402151,2.304650319419894,Iris-virginica
+70,7.187769620474923,3.584093798412116,6.091667543720164,2.5,Iris-virginica
+71,5.510446703701249,2.410938068997681,3.8089524338927734,1.1203662447877947,Iris-versicolor
+72,4.981654593760611,2.0,3.3414775598437823,0.9963538643843475,Iris-versicolor
+73,6.6761829443416305,3.0999553352754887,4.68710421033801,1.504210709399284,Iris-versicolor
+74,7.353936933057854,2.895801284483941,6.299999338562022,1.8322704674513783,Iris-virginica
+75,5.098335768894639,2.4923353518747327,2.7942310874460388,1.0921563194332977,Iris-versicolor
+76,4.6881115280919765,3.0,1.4305259219600062,0.2781766854788922,Iris-setosa
+77,4.788841984655244,3.3946666394913847,1.6084329701617588,0.19978317615685814,Iris-setosa
+78,4.3,3.0,1.101538708365415,0.1,Iris-setosa
+79,6.878675846136992,3.1867076325872477,5.700168272672668,2.289899207879757,Iris-virginica
+80,5.346441435134257,3.806000108416358,1.4965694533797342,0.2036012989869252,Iris-setosa
+81,4.590048425058473,3.602005117821319,1.0,0.20446863843665786,Iris-setosa
+82,5.5976008724828645,2.8866517067629136,3.530007583971081,1.2956195077960886,Iris-versicolor
+83,6.004269699104096,3.0,5.085795938139011,1.7749683103184284,Iris-virginica
+84,4.622473443161493,3.598119631627413,1.0000008050326026,0.20577747627269014,Iris-setosa
+85,5.914220799426502,3.0,4.237104301725511,1.511663197628578,Iris-versicolor
+86,6.399122531112416,2.8054455195444525,5.580929002287263,2.1670345192992153,Iris-virginica
+87,4.916903448486251,3.081571625816675,1.4928583254505303,0.1,Iris-setosa
+88,4.3,3.0,1.108637188964357,0.10000012107433917,Iris-setosa
+89,5.944861830112439,3.0,4.306988598846645,1.5150037683536228,Iris-versicolor
+90,6.014126540713207,2.1871104104111794,4.95912289841238,1.5060159753701259,Iris-virginica
+91,7.148582347685857,3.604166551566963,6.099217236444895,2.499999614079956,Iris-virginica
+92,4.997470588395345,2.0,3.118469883674366,1.018436017258283,Iris-versicolor
+93,4.579097299758883,3.6214856237678283,1.0,0.19297394627421507,Iris-setosa
+94,6.117726454033622,3.0,4.6089264912148895,1.4206499176179286,Iris-versicolor
+95,5.125039809899651,3.84129481398879,2.093726966031182,0.35991607751184096,Iris-setosa
+96,6.216711053868216,2.1843074573993557,4.511732761761643,1.4879956325409418,Iris-versicolor
+97,5.902329721161666,3.0,5.106449228260964,1.798409195112908,Iris-virginica
+98,6.096450519595672,2.8574613139167986,4.730630336969869,1.3380760114619745,Iris-versicolor
+99,6.501251728145884,3.0,5.510909916298043,1.7875399631901912,Iris-virginica
+100,4.900399101218303,3.1211086173606426,1.5034055180889747,0.1,Iris-setosa
+101,6.237897596726383,3.3214531298102115,4.683330367039585,1.601450973449334,Iris-versicolor
+102,6.728365149792245,2.7906642782197686,4.747477690021103,1.4022214373868442,Iris-versicolor
+103,5.559362049277503,3.0,4.496453579157129,1.498185370390467,Iris-versicolor
+104,6.494842288219278,3.188838672872283,5.097939399890357,2.005383760334362,Iris-virginica
+105,6.489510054244166,2.9180534518752155,5.435238148297106,2.0597658232458507,Iris-virginica
+106,4.689205598265253,3.189311577443135,1.2879282176101106,0.20201520781165871,Iris-setosa
+107,4.977850494363128,3.395878538431169,1.4970365002018613,0.19849321117432728,Iris-setosa
+108,5.517518757066015,2.516346630470547,4.023102008457198,1.297010803405572,Iris-versicolor
+109,5.999041598842146,3.385531228904248,4.5034837428385694,1.6082976727927605,Iris-versicolor
+110,6.166613048911097,2.867858594916038,4.158560072990938,1.2893810539998647,Iris-versicolor
+111,6.549481318768525,3.0,5.8008719644534255,2.159011794684571,Iris-virginica
+112,6.662226819986779,2.9739500528209106,5.531771925295845,2.0690718216042012,Iris-virginica
+113,4.781038922521112,3.404873034430457,1.65051233002343,0.19772716021833275,Iris-setosa
+114,5.32896577711097,3.6794962838472083,1.4978552369465437,0.2025431489961387,Iris-setosa
+115,5.165897143167331,2.6894454368970577,3.8862215844595878,1.4031160195730992,Iris-versicolor
+116,4.807750011175944,3.395556267325199,1.799188898922774,0.20060894329155746,Iris-setosa
+117,5.252375710234879,3.680457334818258,1.4952967684306782,0.20178670962407078,Iris-setosa
+118,6.539377841448748,3.0,5.202619303730117,2.0214510316013494,Iris-virginica
+119,6.626073661366227,3.2793620855112127,5.697645802596414,2.5,Iris-virginica
+120,5.363269974852782,3.722108843067554,1.4987459090134558,0.20151259968555593,Iris-setosa
+121,6.104335098096894,2.9618504585506926,4.663724095704402,1.4286779295770389,Iris-versicolor
+122,5.091519812013994,3.7980582135092544,1.5927595311059188,0.2042339259657129,Iris-setosa
+123,5.731746684955458,4.4,1.5001075178302805,0.34261781173919886,Iris-setosa
+124,6.870802192094186,3.2088684018730005,5.57794650917415,2.259711619652575,Iris-virginica
+125,6.119394410734967,2.824155367733463,4.0804266679123185,1.3002589700726659,Iris-versicolor
+126,4.800389535462962,3.40574112826674,1.983286076065626,0.1988465990179468,Iris-setosa
+127,6.678809821067568,2.5080199545199537,5.785162521584666,1.7900578010990331,Iris-virginica
+128,5.523065337554949,2.6096817590556975,4.403606674944692,1.2120729662095495,Iris-versicolor
+129,6.408580367258628,2.8135646216308428,5.593349938167007,2.1350329940691144,Iris-virginica
+130,6.423478949685792,2.904118942612696,5.657077756785841,2.159051465124546,Iris-virginica
+131,6.111877233865203,2.7930744314471063,4.7221887674044245,1.1954078078824346,Iris-versicolor
+132,6.103499555335998,2.860553981420734,4.7105921198317,1.3237617108968818,Iris-versicolor
+133,5.8236422763261,3.0,4.101235532265392,1.4448901551506992,Iris-versicolor
+134,5.0992484316482845,3.788765158059534,1.6335723221756109,0.2018515417061213,Iris-setosa
+135,5.468481768082176,2.4849175898004328,3.9913714719268785,1.2942720716104437,Iris-versicolor
+136,4.63485969861958,3.590951623842588,1.0000012500164417,0.19741916844812657,Iris-setosa
+137,6.407756249194397,3.0989428904498495,5.495005327122231,1.8124156255555264,Iris-virginica
+138,5.337128340897041,3.699158288520274,1.502547607064675,0.20234109133166125,Iris-setosa
+139,6.475339830506758,3.0,5.278794153647171,1.9591052752625564,Iris-virginica
+140,7.7,3.0,6.1010059745763785,2.310995607214194,Iris-virginica
+141,5.2948079324083706,3.833234067139965,1.293502636317875,0.3829199452885791,Iris-setosa
+142,5.796333593446035,2.827481199161059,5.097277204560719,2.3878092149232693,Iris-virginica
+143,4.902928359696782,2.499003316913538,4.484883623565625,1.6935972222913847,Iris-virginica
+144,5.959083989961428,2.6886876041775913,5.107940792468419,1.588224902758379,Iris-versicolor
+145,4.909162369067418,3.121975101846877,1.4937321189321542,0.1,Iris-setosa
+146,4.795869535306548,3.0,1.4050512398890185,0.3053656193621084,Iris-setosa
+147,5.220601076607366,3.49964109013344,1.4987716096063488,0.19784876091799924,Iris-setosa
+148,5.007799377354708,3.3976617769060415,1.5974075496563107,0.4529103998897107,Iris-setosa
+149,4.927624566237995,2.4943927549084277,4.459890340702031,1.6806826978507614,Iris-virginica

iris/tab_ddpm/df/14/train.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1,3.5,1.4,0.2,Iris-setosa
+1,4.9,3.0,1.4,0.2,Iris-setosa
+2,4.7,3.2,1.3,0.2,Iris-setosa
+3,4.6,3.1,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+5,5.4,3.9,1.7,0.4,Iris-setosa
+6,4.6,3.4,1.4,0.3,Iris-setosa
+7,5.0,3.4,1.5,0.2,Iris-setosa
+8,4.4,2.9,1.4,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+11,4.8,3.4,1.6,0.2,Iris-setosa
+12,4.8,3.0,1.4,0.1,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+14,5.8,4.0,1.2,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+16,5.4,3.9,1.3,0.4,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+18,5.7,3.8,1.7,0.3,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+20,5.4,3.4,1.7,0.2,Iris-setosa
+21,5.1,3.7,1.5,0.4,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+26,5.0,3.4,1.6,0.4,Iris-setosa
+27,5.2,3.5,1.5,0.2,Iris-setosa
+28,5.2,3.4,1.4,0.2,Iris-setosa
+29,4.7,3.2,1.6,0.2,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+31,5.4,3.4,1.5,0.4,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+33,5.5,4.2,1.4,0.2,Iris-setosa
+34,4.9,3.1,1.5,0.1,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+37,4.9,3.1,1.5,0.1,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+39,5.1,3.4,1.5,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+41,4.5,2.3,1.3,0.3,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+45,4.8,3.0,1.4,0.3,Iris-setosa
+46,5.1,3.8,1.6,0.2,Iris-setosa
+47,4.6,3.2,1.4,0.2,Iris-setosa
+48,5.3,3.7,1.5,0.2,Iris-setosa
+49,5.0,3.3,1.4,0.2,Iris-setosa
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+100,6.3,3.3,6.0,2.5,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+102,7.1,3.0,5.9,2.1,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+104,6.5,3.0,5.8,2.2,Iris-virginica
+105,7.6,3.0,6.6,2.1,Iris-virginica
+106,4.9,2.5,4.5,1.7,Iris-virginica
+107,7.3,2.9,6.3,1.8,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+109,7.2,3.6,6.1,2.5,Iris-virginica
+110,6.5,3.2,5.1,2.0,Iris-virginica
+111,6.4,2.7,5.3,1.9,Iris-virginica
+112,6.8,3.0,5.5,2.1,Iris-virginica
+113,5.7,2.5,5.0,2.0,Iris-virginica
+114,5.8,2.8,5.1,2.4,Iris-virginica
+115,6.4,3.2,5.3,2.3,Iris-virginica
+116,6.5,3.0,5.5,1.8,Iris-virginica
+117,7.7,3.8,6.7,2.2,Iris-virginica
+118,7.7,2.6,6.9,2.3,Iris-virginica
+119,6.0,2.2,5.0,1.5,Iris-virginica
+120,6.9,3.2,5.7,2.3,Iris-virginica
+121,5.6,2.8,4.9,2.0,Iris-virginica
+122,7.7,2.8,6.7,2.0,Iris-virginica
+123,6.3,2.7,4.9,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+126,6.2,2.8,4.8,1.8,Iris-virginica
+127,6.1,3.0,4.9,1.8,Iris-virginica
+128,6.4,2.8,5.6,2.1,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+130,7.4,2.8,6.1,1.9,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+132,6.4,2.8,5.6,2.2,Iris-virginica
+133,6.3,2.8,5.1,1.5,Iris-virginica
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+136,6.3,3.4,5.6,2.4,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+138,6.0,3.0,4.8,1.8,Iris-virginica
+139,6.9,3.1,5.4,2.1,Iris-virginica
+140,6.7,3.1,5.6,2.4,Iris-virginica
+141,6.9,3.1,5.1,2.3,Iris-virginica
+142,5.8,2.7,5.1,1.9,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+144,6.7,3.3,5.7,2.5,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+146,6.3,2.5,5.0,1.9,Iris-virginica
+147,6.5,3.0,5.2,2.0,Iris-virginica
+148,6.2,3.4,5.4,2.3,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica

iris/tab_ddpm/df/15/synth.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.7191521948807535,2.8807624656442,4.215378510886577,1.3040535835902054,Iris-versicolor
+1,5.852925193140693,2.83871254318458,3.971222152750512,1.2994387823393296,Iris-versicolor
+2,5.616148637384099,3.0,4.486425367629766,1.5061415729007694,Iris-versicolor
+3,4.994101357098651,2.0,3.6502753612628855,0.947226784702206,Iris-versicolor
+4,4.3,3.0,1.0896044273803707,0.1,Iris-setosa
+5,5.544978158588062,2.5885857556672134,4.12527726251247,1.3010340236680116,Iris-versicolor
+6,5.88208892294202,3.0,4.241577673588208,1.5042849289423654,Iris-versicolor
+7,6.1837528838365055,2.204599540371208,4.4779916355928,1.4955954601787003,Iris-versicolor
+8,6.868469999427712,3.1018886024785406,5.10306270480326,2.287154366456285,Iris-virginica
+9,7.293103238778751,2.8885321892123463,6.3,1.7938961419929162,Iris-virginica
+10,5.512613535906643,3.0,4.493769735372279,1.5083541303353254,Iris-versicolor
+11,7.274149332270214,2.899183849952379,6.299999193534892,1.7941828745807946,Iris-virginica
+12,4.3,3.0,1.0977726475015912,0.1,Iris-setosa
+13,6.778738476794048,3.0,5.549360484545595,2.0749626084802077,Iris-virginica
+14,7.699999114577858,3.0,6.118302707977216,2.2916970249927178,Iris-virginica
+15,5.067492946214077,3.4539399666147443,1.495768247287909,0.20215641770022846,Iris-setosa
+16,4.989495692219421,2.0,3.399173287869602,0.9068009960074674,Iris-versicolor
+17,5.6211110602498895,2.898522086166602,3.5341693734224666,1.3095048579274724,Iris-versicolor
+18,6.1410151271057005,2.5943532562665204,5.587443657202479,1.416336483735532,Iris-virginica
+19,4.300000536954139,3.0,1.1024366860070827,0.10000009982833252,Iris-setosa
+20,5.68851018371658,3.797352114616872,1.9199995023285086,0.3574996985641799,Iris-setosa
+21,5.998495478242768,2.7042025666773557,5.085689222342042,1.594210809815696,Iris-versicolor
+22,5.835978420123809,2.5963331619859114,3.9713068695515203,1.210672506410317,Iris-versicolor
+23,7.1058227036666315,3.0,5.90064944888631,2.103366212358272,Iris-virginica
+24,6.26084584784641,2.7217110751940705,4.863485685422615,1.7919570250046533,Iris-virginica
+25,6.00257650695093,2.193668155844369,3.958840053658189,1.0788710933025476,Iris-versicolor
+26,4.775724278433937,3.3959439886015184,1.8544156245470638,0.1967993348799958,Iris-setosa
+27,6.06118933982258,3.0,4.630169998305914,1.4216089591565806,Iris-versicolor
+28,6.910827220538293,3.0931206902734396,5.118775851536576,2.288683739491413,Iris-virginica
+29,5.363951788774413,3.0,4.449696954185511,1.5068291220099153,Iris-versicolor
+30,6.872961186301329,3.111305773882449,4.870097386867551,1.4851884020764532,Iris-versicolor
+31,5.501020901453557,2.539749873959598,4.050707260682756,1.3254286850258967,Iris-versicolor
+32,5.4939648745735665,4.232978292283078,1.378625281637477,0.1996600181949298,Iris-setosa
+33,4.887796833402508,3.1129002551812577,1.495687569952502,0.1000001375434446,Iris-setosa
+34,6.045783644560416,2.232154759743221,5.0162806979137775,1.5439508264075952,Iris-virginica
+35,5.833426589013247,2.6325826534164904,4.02462891401567,1.203484928682387,Iris-versicolor
+36,5.183671637291433,3.497758041131038,1.4970024241993596,0.19855367268064622,Iris-setosa
+37,7.231468363337076,3.5892515069973667,6.115753601539559,2.499999532019912,Iris-virginica
+38,5.169059484150101,2.6834767804319273,3.900628401146531,1.4193158912827568,Iris-versicolor
+39,6.48488387005337,3.0,5.487942926532594,1.8026129670125397,Iris-virginica
+40,4.803685672745158,3.116682991469288,1.5896221096891556,0.20055435209970648,Iris-setosa
+41,5.006459006868418,2.302802866934606,3.586353723990746,1.0401179280685502,Iris-versicolor
+42,6.283414690106223,3.2892965747192013,4.680426514482368,1.5914882556515078,Iris-versicolor
+43,7.331318731236715,2.925281720409961,6.3,1.8035044366808026,Iris-virginica
+44,6.411020578877914,2.6944857910585096,5.374120169645096,1.891851561216477,Iris-virginica
+45,6.856942983357337,3.0901740138418896,5.1032219216509045,2.2960621600345923,Iris-virginica
+46,6.121199710780432,2.8164944391355013,4.058944249395056,1.3095147053793255,Iris-versicolor
+47,5.785334758797114,2.801746688009121,5.115982834621061,2.4038503989269637,Iris-virginica
+48,6.513364403811561,3.194203066902346,5.108544318249242,2.0074075379100185,Iris-virginica
+49,4.986776331594052,2.0,3.5333062862946516,0.9359991163024832,Iris-versicolor
+50,6.290949740485968,3.3142045551796047,6.001545402519544,2.5,Iris-virginica
+51,5.536197502859292,2.4296330505307595,3.8613162217396826,1.1241122146085418,Iris-versicolor
+52,5.432918273242395,3.734848507246123,1.498340289561931,0.19947154624371027,Iris-setosa
+53,7.7,3.0,6.122155134604223,2.3066399686400207,Iris-virginica
+54,5.677962058283778,4.4,1.4945062234474946,0.3737719729201937,Iris-setosa
+55,4.640852113405337,3.410174962297403,1.389520412739195,0.3033562800975959,Iris-setosa
+56,6.706139675791103,3.119270641894684,4.695052841308992,1.4995491589239713,Iris-versicolor
+57,5.40785189953035,3.396811472053379,1.6266306901806993,0.1989011021245924,Iris-setosa
+58,5.678515446938879,2.542511403324973,3.9912687739000376,1.146084593800739,Iris-versicolor
+59,5.797778526299801,2.8016449097810012,5.095571027737366,2.4069337032077005,Iris-virginica
+60,5.5580546199285825,2.607374452866795,4.171573789276689,1.2622980939474144,Iris-versicolor
+61,4.905335594193337,3.101681623869567,1.5027870895494495,0.10000010324113595,Iris-setosa
+62,6.115353370789582,3.0,4.903780933274208,1.8104791324350586,Iris-virginica
+63,6.406908866978289,3.085262149674052,5.494819651698275,1.8073470005413983,Iris-virginica
+64,4.904803254713144,2.482767484778869,4.529492361916867,1.7123261315857603,Iris-virginica
+65,6.293694487410837,2.7903922987109833,5.091344141272382,1.5068611881414853,Iris-virginica
+66,7.7,3.0,6.107258435238368,2.294551987463331,Iris-virginica
+67,5.890436437288159,3.0,5.094338787238569,1.798146193718627,Iris-virginica
+68,5.418062166293416,3.39530535056746,1.7739912242554587,0.19919136824111255,Iris-setosa
+69,6.249255834841789,3.3144671906266776,4.669164343166544,1.6066172388616233,Iris-versicolor
+70,5.751591569927289,3.0,4.203975770592928,1.2349773129151418,Iris-versicolor
+71,6.115736934644881,2.8720057749114067,4.732212327746657,1.3675694853445233,Iris-versicolor
+72,7.206755310592194,3.2022897755239277,6.007535301018567,1.7990002695850533,Iris-virginica
+73,5.4847694038536225,2.5822080049174048,4.337349448227837,1.2088412794920602,Iris-versicolor
+74,6.361174584995248,3.292290621171349,5.956131422856721,2.5,Iris-virginica
+75,7.227023735890955,3.6454613596934804,6.100043507372815,2.5,Iris-virginica
+76,4.800628878497177,3.4098633936100233,1.7616678323109216,0.2049783891399142,Iris-setosa
+77,5.9979394294155925,3.395339137072826,4.51993345879594,1.6088462851656486,Iris-versicolor
+78,7.128975512551028,3.165428572138442,5.972386451583789,1.832519498127354,Iris-virginica
+79,6.724710449722813,3.0978547753782886,4.718501611474368,1.5084381597309497,Iris-versicolor
+80,6.602518843772043,3.139956369069719,4.615751889483613,1.497846504610747,Iris-versicolor
+81,6.40674530752836,2.7305705476239273,5.433239465810318,1.9786424809474061,Iris-virginica
+82,6.477658745672365,3.0,5.461609943924621,1.817786818852701,Iris-virginica
+83,5.99071320809948,2.688709761176738,5.078934714776852,1.5970236743904618,Iris-versicolor
+84,5.561632607711494,3.0,4.506758193800717,1.5008313713607295,Iris-versicolor
+85,6.926511385495077,3.184701134522164,5.725239923416038,2.2769270873002956,Iris-virginica
+86,6.407117866473147,3.093604185953813,5.4806755518993535,1.8068684360185494,Iris-virginica
+87,5.667416653324585,4.399999013803248,1.4935814727563712,0.3758722935700613,Iris-setosa
+88,6.689914168368953,2.5227006179041687,5.759819135518604,1.812024025165067,Iris-virginica
+89,6.043629368729239,2.8884563921411837,4.581382009369358,1.4855937998443918,Iris-versicolor
+90,6.64133412772135,3.1128998294254795,4.629366583976206,1.4976956156036831,Iris-versicolor
+91,6.48612740892114,3.0,5.497964837574358,1.785836802050361,Iris-virginica
+92,5.430113114353211,3.9190234323140927,1.3006955061151662,0.42616832870461274,Iris-setosa
+93,6.4793867582432165,3.0,5.427902389180483,1.8713832663625531,Iris-virginica
+94,4.609441249091503,3.660679830701035,1.0000005909046061,0.20164133366045034,Iris-setosa
+95,5.70387659134161,4.399999127439211,1.5051099147226967,0.373855751411279,Iris-setosa
+96,4.713604019133562,3.1771417598893037,1.2906593499143504,0.20439182148949592,Iris-setosa
+97,4.993166112288673,2.0,3.417687887427383,1.068446089791327,Iris-versicolor
+98,6.7173735809163695,3.097086561920708,4.715106946768792,1.503656751531314,Iris-versicolor
+99,4.404917716192811,2.879603230506743,1.4352975488636242,0.20182686313685153,Iris-setosa
+100,6.409754078448286,2.8076108796707544,5.611017935472901,2.088197308638734,Iris-virginica
+101,5.835213341819392,2.60289026705299,3.9802176406575387,1.1988848245671226,Iris-versicolor
+102,6.233853026611356,2.200079362325282,4.497640697544513,1.4955767828552693,Iris-versicolor
+103,5.505529803688541,3.0,4.476504606270444,1.4980206375909975,Iris-versicolor
+104,4.592646991797517,3.585657899427269,1.0,0.1916547205972245,Iris-setosa
+105,6.536221746112227,2.799842899080402,4.620520270861229,1.5008334720245031,Iris-versicolor
+106,6.8492665702395765,3.1789226557051458,5.682139597533639,2.299715340763216,Iris-virginica
+107,4.584342789016105,3.672379729964331,1.0,0.20345294833673633,Iris-setosa
+108,6.206989524030908,2.900394754293459,4.295659363628715,1.310559680385897,Iris-versicolor
+109,6.775720438782453,3.0,5.489472494839012,2.133754555135973,Iris-virginica
+110,6.455198430849621,2.7951775926240017,4.552700739605043,1.4800912720412644,Iris-versicolor
+111,5.792596441833444,2.807731236294327,5.093185917872734,2.3984707929080646,Iris-virginica
+112,6.38884021473717,2.7957352960883193,5.599603893652039,2.2196950140167573,Iris-virginica
+113,6.247572247219003,3.334180987161379,4.692367001978972,1.620000588538918,Iris-versicolor
+114,5.508222142719265,2.5535292111284207,4.322235703529696,1.143161602583407,Iris-versicolor
+115,6.000575679310978,2.171883870414495,3.9774248713036475,0.9505455022610185,Iris-versicolor
+116,6.847602019626282,3.0,5.51654564612253,2.1079206798059067,Iris-virginica
+117,6.098583430624469,2.5931575663983235,5.620042290828043,1.3940502032265367,Iris-virginica
+118,5.033449864167826,3.5538017644859368,1.6055038316808312,0.6393378459892504,Iris-setosa
+119,4.791744979509424,3.0,1.4056212031455546,0.2986554434807237,Iris-setosa
+120,6.716397604233052,3.2945946001305644,5.6769981724770275,2.5,Iris-virginica
+121,6.3889428808834205,3.2107525666789742,4.4857902972739305,1.5045639896417917,Iris-versicolor
+122,5.227660959352936,2.711377729907089,3.922305814147061,1.3960235479555938,Iris-versicolor
+123,6.049057754341235,3.0,4.5857293589648895,1.44068259603731,Iris-versicolor
+124,6.455032629059127,3.0963089487380393,5.504116162068602,1.8002074733705822,Iris-virginica
+125,4.9986696195515385,3.465640970066339,1.6739779745627328,0.41063668047369517,Iris-setosa
+126,6.104671951602068,3.0,4.904049978813203,1.8008244720463862,Iris-virginica
+127,5.504025217533163,2.508318386646006,4.009447280544215,1.3244201468644679,Iris-versicolor
+128,5.527266891277027,4.129772003245622,1.4217023529395334,0.1988210635451262,Iris-setosa
+129,7.7,3.0,6.092463194997547,2.3137805091408525,Iris-virginica
+130,7.699999162226662,3.0,6.088923101903292,2.307335738784612,Iris-virginica
+131,6.908543845884289,3.1395938036169633,4.849043498529395,1.4727842226880345,Iris-versicolor
+132,4.802926864036843,3.4006176110042956,1.7015901517339493,0.20321367594399345,Iris-setosa
+133,6.403466778396636,2.709434547071772,5.3225703537372295,1.9007667929496341,Iris-virginica
+134,6.74252067529644,3.303255652170301,5.751094266853398,2.5,Iris-virginica
+135,6.376967071522226,3.098462359634105,5.4547694771016175,1.7883782144009552,Iris-virginica
+136,4.573234106265194,3.107143700336917,1.5049888700171432,0.19863033429760169,Iris-setosa
+137,6.391481713935351,2.827002748924616,4.537326389473945,1.488055928888845,Iris-versicolor
+138,6.476605344313881,2.8076025624941523,4.55920578277767,1.4901296556868429,Iris-versicolor
+139,7.2039288576105,3.5641882494568273,6.110105322000078,2.499999608095693,Iris-virginica
+140,6.968354041174885,3.1754032399040297,4.6584699005736825,1.4012387498534253,Iris-versicolor
+141,4.91641043741023,2.4786491196978693,4.500814149072976,1.7078721918170148,Iris-virginica
+142,7.699999047277301,3.0,6.100744448921201,2.296412352463001,Iris-virginica
+143,5.8972976432666,3.0,4.202840425881084,1.502199341822366,Iris-versicolor
+144,6.9009841667907486,3.1043567169215653,5.153376889152167,2.301188014686506,Iris-virginica
+145,4.581442388509242,3.1100127547698313,1.5072775261705356,0.19882325454184985,Iris-setosa
+146,4.84688766600493,3.375240622549269,1.3183906693310952,0.2428307102538575,Iris-setosa
+147,5.368322990231246,3.39038251451484,1.7394921219571482,0.19381977271305348,Iris-setosa
+148,4.3,3.0,1.0972531071034264,0.10000011250188329,Iris-setosa
+149,4.806911160331531,3.1130645991614374,1.5970183561587805,0.20493260065494548,Iris-setosa

iris/tab_ddpm/df/15/train.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1,3.5,1.4,0.2,Iris-setosa
+1,4.9,3.0,1.4,0.2,Iris-setosa
+2,4.7,3.2,1.3,0.2,Iris-setosa
+3,4.6,3.1,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+5,5.4,3.9,1.7,0.4,Iris-setosa
+6,4.6,3.4,1.4,0.3,Iris-setosa
+7,5.0,3.4,1.5,0.2,Iris-setosa
+8,4.4,2.9,1.4,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+11,4.8,3.4,1.6,0.2,Iris-setosa
+12,4.8,3.0,1.4,0.1,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+14,5.8,4.0,1.2,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+16,5.4,3.9,1.3,0.4,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+18,5.7,3.8,1.7,0.3,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+20,5.4,3.4,1.7,0.2,Iris-setosa
+21,5.1,3.7,1.5,0.4,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+26,5.0,3.4,1.6,0.4,Iris-setosa
+27,5.2,3.5,1.5,0.2,Iris-setosa
+28,5.2,3.4,1.4,0.2,Iris-setosa
+29,4.7,3.2,1.6,0.2,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+31,5.4,3.4,1.5,0.4,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+33,5.5,4.2,1.4,0.2,Iris-setosa
+34,4.9,3.1,1.5,0.1,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+37,4.9,3.1,1.5,0.1,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+39,5.1,3.4,1.5,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+41,4.5,2.3,1.3,0.3,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+45,4.8,3.0,1.4,0.3,Iris-setosa
+46,5.1,3.8,1.6,0.2,Iris-setosa
+47,4.6,3.2,1.4,0.2,Iris-setosa
+48,5.3,3.7,1.5,0.2,Iris-setosa
+49,5.0,3.3,1.4,0.2,Iris-setosa
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+100,6.3,3.3,6.0,2.5,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+102,7.1,3.0,5.9,2.1,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+104,6.5,3.0,5.8,2.2,Iris-virginica
+105,7.6,3.0,6.6,2.1,Iris-virginica
+106,4.9,2.5,4.5,1.7,Iris-virginica
+107,7.3,2.9,6.3,1.8,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+109,7.2,3.6,6.1,2.5,Iris-virginica
+110,6.5,3.2,5.1,2.0,Iris-virginica
+111,6.4,2.7,5.3,1.9,Iris-virginica
+112,6.8,3.0,5.5,2.1,Iris-virginica
+113,5.7,2.5,5.0,2.0,Iris-virginica
+114,5.8,2.8,5.1,2.4,Iris-virginica
+115,6.4,3.2,5.3,2.3,Iris-virginica
+116,6.5,3.0,5.5,1.8,Iris-virginica
+117,7.7,3.8,6.7,2.2,Iris-virginica
+118,7.7,2.6,6.9,2.3,Iris-virginica
+119,6.0,2.2,5.0,1.5,Iris-virginica
+120,6.9,3.2,5.7,2.3,Iris-virginica
+121,5.6,2.8,4.9,2.0,Iris-virginica
+122,7.7,2.8,6.7,2.0,Iris-virginica
+123,6.3,2.7,4.9,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+126,6.2,2.8,4.8,1.8,Iris-virginica
+127,6.1,3.0,4.9,1.8,Iris-virginica
+128,6.4,2.8,5.6,2.1,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+130,7.4,2.8,6.1,1.9,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+132,6.4,2.8,5.6,2.2,Iris-virginica
+133,6.3,2.8,5.1,1.5,Iris-virginica
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+136,6.3,3.4,5.6,2.4,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+138,6.0,3.0,4.8,1.8,Iris-virginica
+139,6.9,3.1,5.4,2.1,Iris-virginica
+140,6.7,3.1,5.6,2.4,Iris-virginica
+141,6.9,3.1,5.1,2.3,Iris-virginica
+142,5.8,2.7,5.1,1.9,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+144,6.7,3.3,5.7,2.5,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+146,6.3,2.5,5.0,1.9,Iris-virginica
+147,6.5,3.0,5.2,2.0,Iris-virginica
+148,6.2,3.4,5.4,2.3,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica

iris/tab_ddpm/df/16/synth.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.43251812226996,2.3813376664446952,3.729016921530174,1.0156747708981522,Iris-versicolor
+1,5.5099663583356975,3.0,4.475101945867212,1.5042978660091804,Iris-versicolor
+2,6.410495713735068,2.8218655836115176,5.603773964636824,2.209966079931684,Iris-virginica
+3,6.084430142078011,3.0,4.274473607672182,1.4312642564831155,Iris-versicolor
+4,6.679804745734156,3.2574034440570654,5.711792824068079,2.499999586385384,Iris-virginica
+5,6.137818650875526,3.0,4.946426764694704,1.8378702830194393,Iris-virginica
+6,6.774696748798053,3.1116326805108114,4.802925790966398,1.489745237880967,Iris-versicolor
+7,5.960888940173532,2.1808474568165304,3.9988626961767673,1.0239106948590082,Iris-versicolor
+8,4.593108134417007,3.4128091577575805,1.396818268270054,0.39994659696135365,Iris-setosa
+9,4.60740027895435,3.5940028394083,1.0,0.20458788784244844,Iris-setosa
+10,5.081797473434006,2.4543689763970993,2.8843732082347397,1.0176929262268168,Iris-versicolor
+11,6.217311465242421,2.7790324125275325,4.8145641911970065,1.7902385791888804,Iris-virginica
+12,5.609480131142021,2.816613704376671,4.854725167810691,1.9907914488821954,Iris-virginica
+13,5.793984601495506,3.0,4.309138042436446,1.483848341197444,Iris-versicolor
+14,4.975151237996027,2.2606006720405905,3.1431200375414923,0.9074901674270217,Iris-versicolor
+15,4.720479451173059,3.1983495130607023,1.3179653721148739,0.19912191644813618,Iris-setosa
+16,6.098556984108401,3.0,4.8945687909585125,1.7910923731205068,Iris-virginica
+17,6.469267953487623,3.0,5.481673854678137,1.7947014531904733,Iris-virginica
+18,5.693376739838186,2.62690244289638,4.0363875350629055,1.2313127509167345,Iris-versicolor
+19,5.033093245978477,3.7062934885424523,1.5958635457204873,0.19819784246371852,Iris-setosa
+20,5.545866816995662,2.4332931675217178,3.8022249349375095,1.1062883699988382,Iris-versicolor
+21,5.270220797284472,2.3730240428618647,3.752898139932505,1.0556153890368565,Iris-versicolor
+22,5.068581705306798,3.729253367906378,1.7709712130404127,0.48575681517406855,Iris-setosa
+23,6.306579925642127,3.3028222763932753,6.009955899738875,2.4999996040392736,Iris-virginica
+24,4.300000629018482,3.0,1.098047828937966,0.1,Iris-setosa
+25,5.6000288023602565,2.7069719078052623,4.110143406814755,1.3049185691878855,Iris-versicolor
+26,4.831669845567332,3.4240635623245126,1.6745462050850364,0.2000675071471412,Iris-setosa
+27,6.8136131805638955,3.0,4.805269022574161,1.4582470776753838,Iris-versicolor
+28,5.740321493202713,4.399999060856613,1.4999352079769839,0.29936990273939706,Iris-setosa
+29,6.692484106294896,3.287189728422254,5.759371901716787,2.5,Iris-virginica
+30,5.6158361371671575,2.8170628367938164,4.904855939538602,2.008694378097203,Iris-virginica
+31,4.782332441706776,3.3993771926944363,1.845644057774046,0.2034638949012586,Iris-setosa
+32,4.300000471872545,3.0,1.0997216855377059,0.1000000975800608,Iris-setosa
+33,6.839285044096761,3.1783758810527125,5.69159587478915,2.2758441153951807,Iris-virginica
+34,5.840084674652119,3.0,5.092381102217252,1.7873553416747767,Iris-virginica
+35,5.681385463022716,2.9647254596358317,4.177533116263096,1.2571957224684382,Iris-versicolor
+36,7.7,3.0,6.101399905730259,2.2763427678816797,Iris-virginica
+37,4.583692951248638,3.616355555530144,1.0000004418846455,0.19746937033937723,Iris-setosa
+38,5.113307599518689,2.5148551026211354,3.0353096531802626,1.1061414021181581,Iris-versicolor
+39,5.477534249739519,2.5065953778008523,4.015757767184298,1.3140626485583538,Iris-versicolor
+40,5.003370786068804,2.0,3.506389605005064,1.0013300444140443,Iris-versicolor
+41,5.692303203837253,2.874299692092797,4.004475967423292,1.309557071874508,Iris-versicolor
+42,6.475281040610473,2.972933162012805,5.6922768439277265,2.1782202958005525,Iris-virginica
+43,6.493391599088448,3.0,5.793308817962635,2.189783862072021,Iris-virginica
+44,7.7,3.0,6.112111822875011,2.317390160717869,Iris-virginica
+45,6.103919276647024,3.0,4.590481995615533,1.406433876702096,Iris-versicolor
+46,7.699998886982376,3.0,6.12822142577175,2.2899801065680525,Iris-virginica
+47,4.80491634704189,3.4049026100747843,1.7822261756797377,0.20204902905373193,Iris-setosa
+48,5.489775880992904,2.4836782989170154,3.983312562567744,1.298399636195131,Iris-versicolor
+49,5.295560055112043,3.5063639926411567,1.8281650912233751,0.45674335536626487,Iris-setosa
+50,7.259924282074557,2.9011565232200396,6.299999360121561,1.776280599113308,Iris-virginica
+51,6.198560614268099,2.8128078764833484,4.793370562444289,1.791158034017333,Iris-virginica
+52,4.79619121488974,3.105249311477697,1.5941736215676359,0.19849013007711092,Iris-setosa
+53,6.2123865649971455,2.782444308062862,4.820388311239686,1.7952792563040316,Iris-virginica
+54,5.525148212012096,2.440425672682066,3.8259298124928534,1.09983300717324,Iris-versicolor
+55,6.897971103142659,3.0924655043071834,4.9023798911396765,1.5069677570620954,Iris-versicolor
+56,6.115140034276011,2.8117333855138327,4.648303242964309,1.2245820662203135,Iris-versicolor
+57,5.978693712505501,3.419149752369474,4.521823138383481,1.5896082736111925,Iris-versicolor
+58,6.412144088497834,2.80117364030319,5.6054585316347225,2.1861540107495903,Iris-virginica
+59,5.8589588437685585,3.0,5.098952758912713,1.8055464233019487,Iris-virginica
+60,6.533303369822035,3.0,5.276791537437873,1.9974603457574125,Iris-virginica
+61,5.264049692500983,2.422976667918493,3.613355830564065,1.1076953920430785,Iris-versicolor
+62,6.109410353897109,3.0,4.902838305552554,1.7965409946794217,Iris-virginica
+63,6.202752980084021,2.7398942342213917,4.883496439161869,1.7985487983838975,Iris-virginica
+64,5.8976945156644165,3.0,5.085608699699807,1.8318175431142165,Iris-virginica
+65,6.184019097073145,2.2142610024941294,4.51387674040299,1.4763856583813673,Iris-versicolor
+66,4.982484764107899,3.3912069819188386,1.4964855832343444,0.19800306847615762,Iris-setosa
+67,6.791984689698277,3.0968223057757616,4.833783353001303,1.4698298975630002,Iris-versicolor
+68,6.224385986622863,2.791667363481069,4.7684790975254145,1.7888613062148002,Iris-virginica
+69,6.09656003246934,2.60448098273107,5.599185785072289,1.3889841465372168,Iris-virginica
+70,4.802739450384799,3.399808088301135,1.6498985364219905,0.20219246901117957,Iris-setosa
+71,6.973008965629074,3.6005985964742484,6.124819034162677,2.5,Iris-virginica
+72,5.064415568934752,3.5444033196574027,1.574681538406977,0.19891410324256004,Iris-setosa
+73,5.454151241921377,2.5060375200154397,3.9558672171310536,1.3056710403057346,Iris-versicolor
+74,5.66101444868582,2.5366485655432736,3.9615951767443156,1.1344360854589004,Iris-versicolor
+75,4.300000587122727,3.0,1.1069562917979447,0.10000010394293685,Iris-setosa
+76,5.901476181027001,2.8090234562508973,5.116196076181702,2.40307018211532,Iris-virginica
+77,5.410792732542428,3.6551549572914634,1.504855523405444,0.20585800799600154,Iris-setosa
+78,6.3464570145764965,3.2993054549347858,5.990867628445519,2.4999995817071206,Iris-virginica
+79,5.594208572852282,2.8027171526334547,4.8581915430027856,1.9666124312138897,Iris-virginica
+80,5.079104366334916,2.477694318432687,2.906183896179657,1.075637888831524,Iris-versicolor
+81,6.722897213101557,3.134220822578911,4.718964896137733,1.4993425491771937,Iris-versicolor
+82,7.7,3.0,6.089844334557709,2.3023053153436486,Iris-virginica
+83,4.998987273231564,3.4021305563616564,1.5015437842707504,0.20016005118638,Iris-setosa
+84,5.419815694684827,3.9071538567689488,1.293014153231253,0.4405156465254868,Iris-setosa
+85,6.078122406600972,2.8273790890525885,4.67612267809689,1.2317108247445632,Iris-versicolor
+86,6.098229304905619,3.0,4.600452454727309,1.4048829901252815,Iris-versicolor
+87,5.71332023295213,3.813101322036425,1.8061895373946435,0.3213417738519165,Iris-setosa
+88,5.892775677704444,3.0,5.097702198488193,1.827156600850878,Iris-virginica
+89,5.522262567847498,3.9682644567285847,1.4558177059803756,0.21784497667298403,Iris-setosa
+90,6.693080613452352,3.1416139835432673,4.636626476268275,1.4584020738261794,Iris-versicolor
+91,4.595756708891651,3.0992835702044927,1.4932682136134094,0.19954999167567844,Iris-setosa
+92,5.682874428418652,4.4,1.4955714799249082,0.3359079569912872,Iris-setosa
+93,5.686078695301499,3.0,4.2143860652321115,1.192888700443664,Iris-versicolor
+94,6.565477646526827,3.0,5.822443497827237,2.20345856158694,Iris-virginica
+95,5.983664704858352,3.4145018783502645,4.537921211210854,1.6355916521244374,Iris-versicolor
+96,6.3917598933524005,2.7823835009769535,5.563209668535572,2.073303054123609,Iris-virginica
+97,5.4980231905085155,2.5017844062740973,4.00013431590951,1.2939963179742582,Iris-versicolor
+98,6.01667095991017,2.2043694121958315,4.020186385735167,0.8739987517425893,Iris-versicolor
+99,4.612754608962165,3.1190187963716256,1.4987154098739934,0.19952177150187894,Iris-setosa
+100,4.902275789689381,2.4834778987680153,4.492014806185395,1.6989389169747926,Iris-virginica
+101,5.520018475054064,2.584905648789576,4.324072915719825,1.179911967131523,Iris-versicolor
+102,6.184656090354898,2.195451663433606,4.477292186208678,1.4645210201473222,Iris-versicolor
+103,4.5882228819653,3.586047834436875,1.0000005150598252,0.1964411599806735,Iris-setosa
+104,4.922251943675706,3.110242314653294,1.4931052239122538,0.1,Iris-setosa
+105,6.621380731833986,3.1348229844994395,4.61785280205552,1.4942894655590162,Iris-versicolor
+106,6.096905934861033,2.904495762350749,4.686555386748674,1.3053957879809845,Iris-versicolor
+107,5.832390552996212,3.0,4.207739129235811,1.3504290340219798,Iris-versicolor
+108,6.74908977266395,3.110319319046337,4.7132615202327335,1.4926985032396523,Iris-versicolor
+109,6.101474922066307,2.7980600900443484,4.705813664544016,1.218836560069111,Iris-versicolor
+110,6.28807911627434,2.79405695449438,5.1094041552211555,1.5078105198902048,Iris-virginica
+111,5.5674422019484275,2.70434729627527,4.214340525454373,1.3046183550356354,Iris-versicolor
+112,5.746824553472784,2.7084107967955284,5.083345948383506,1.9042623697627283,Iris-virginica
+113,6.389693244887288,3.11270176543792,5.519338302612322,1.8209507117998842,Iris-virginica
+114,4.591200688464855,3.0949708909220224,1.5056889346379148,0.19618476705180588,Iris-setosa
+115,4.300000482366413,3.0,1.1105503768309588,0.10000010539305215,Iris-setosa
+116,5.264234698923255,2.679426158875512,3.960579204205602,1.379310746820615,Iris-versicolor
+117,7.091957863287353,3.0,5.893862096559319,2.1005992685148085,Iris-virginica
+118,5.181739206914381,2.709387919383361,3.887596039053278,1.3998766363946995,Iris-versicolor
+119,6.253800053212538,2.9000337978928212,4.335572730961192,1.3142867796203552,Iris-versicolor
+120,6.375651040467962,2.7955753910204706,5.596000353383684,2.1811529054022967,Iris-virginica
+121,6.092262185317993,2.7998664594491705,4.708916674545338,1.207007017923252,Iris-versicolor
+122,6.17727418831956,2.8780733148579727,4.293301717851111,1.316869061185802,Iris-versicolor
+123,5.59549442281737,2.8937319055517747,3.534289339674164,1.3157827215384397,Iris-versicolor
+124,6.319840572131669,3.29026282993807,5.998265517183682,2.5,Iris-virginica
+125,4.594487104890325,3.599894513962149,1.000000503779428,0.19340072523567076,Iris-setosa
+126,6.10006829232451,2.8069437479992567,4.699265322373908,1.2218391815538683,Iris-versicolor
+127,6.718576276784676,3.298028471780513,5.681627094119407,2.4999996222415755,Iris-virginica
+128,6.9598732431223045,3.166955729288643,4.70740393995534,1.4237424088805153,Iris-versicolor
+129,5.385146593540095,3.916036592711308,1.3080391055558533,0.35855225139556146,Iris-setosa
+130,7.7,3.0,6.108019424671025,2.2705139046386136,Iris-virginica
+131,6.29655420322364,2.802249077143176,5.098029976614368,1.4832375854761835,Iris-virginica
+132,6.279145862895008,2.7100735711328037,4.873710021715638,1.806557248730557,Iris-virginica
+133,6.305027240326039,2.8134437429144463,5.101364227945762,1.5027171609158987,Iris-virginica
+134,6.0807981214060165,2.7939736594716154,3.9599379654370783,1.3048768610787012,Iris-versicolor
+135,5.922288491597798,3.0,5.091331807110185,1.781528441563454,Iris-virginica
+136,6.862371127430725,3.048787158391163,5.284237340043485,2.2510234482566593,Iris-virginica
+137,5.214575810284797,2.6867381063667213,3.8929476664508185,1.3859362702529898,Iris-versicolor
+138,5.720539679635928,2.783514727890513,5.035532483083536,2.33215444274146,Iris-virginica
+139,4.3,3.0,1.1027680543075065,0.10000011097062948,Iris-setosa
+140,5.512288488228224,2.6247760095116606,4.419715934700562,1.2025215447287148,Iris-versicolor
+141,6.226579433489897,3.3145713611448135,4.643800787190929,1.6177982177791792,Iris-versicolor
+142,6.5963124253790415,3.142457535513191,4.5994895699378695,1.5026864762969114,Iris-versicolor
+143,5.107048130586938,3.716978117906187,1.7611678992545994,0.4631590724896784,Iris-setosa
+144,6.307305707396887,2.791671732764813,5.096278410488022,1.4889021097083874,Iris-virginica
+145,5.420798217173946,3.6974893148237102,1.503829772045313,0.1976098649640807,Iris-setosa
+146,6.394434348086455,3.0810555717202988,5.526874309726298,1.8133859373723518,Iris-virginica
+147,6.688860910938746,3.2653657383694306,5.7805545086355234,2.4999994626190976,Iris-virginica
+148,7.273365909895247,2.9096685575750856,6.3,1.8536150496572414,Iris-virginica
+149,6.290005643493821,2.497379111799505,5.026577904601144,1.8948422690035944,Iris-virginica

iris/tab_ddpm/df/16/train.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1,3.5,1.4,0.2,Iris-setosa
+1,4.9,3.0,1.4,0.2,Iris-setosa
+2,4.7,3.2,1.3,0.2,Iris-setosa
+3,4.6,3.1,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+5,5.4,3.9,1.7,0.4,Iris-setosa
+6,4.6,3.4,1.4,0.3,Iris-setosa
+7,5.0,3.4,1.5,0.2,Iris-setosa
+8,4.4,2.9,1.4,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+11,4.8,3.4,1.6,0.2,Iris-setosa
+12,4.8,3.0,1.4,0.1,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+14,5.8,4.0,1.2,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+16,5.4,3.9,1.3,0.4,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+18,5.7,3.8,1.7,0.3,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+20,5.4,3.4,1.7,0.2,Iris-setosa
+21,5.1,3.7,1.5,0.4,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+26,5.0,3.4,1.6,0.4,Iris-setosa
+27,5.2,3.5,1.5,0.2,Iris-setosa
+28,5.2,3.4,1.4,0.2,Iris-setosa
+29,4.7,3.2,1.6,0.2,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+31,5.4,3.4,1.5,0.4,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+33,5.5,4.2,1.4,0.2,Iris-setosa
+34,4.9,3.1,1.5,0.1,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+37,4.9,3.1,1.5,0.1,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+39,5.1,3.4,1.5,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+41,4.5,2.3,1.3,0.3,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+45,4.8,3.0,1.4,0.3,Iris-setosa
+46,5.1,3.8,1.6,0.2,Iris-setosa
+47,4.6,3.2,1.4,0.2,Iris-setosa
+48,5.3,3.7,1.5,0.2,Iris-setosa
+49,5.0,3.3,1.4,0.2,Iris-setosa
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+100,6.3,3.3,6.0,2.5,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+102,7.1,3.0,5.9,2.1,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+104,6.5,3.0,5.8,2.2,Iris-virginica
+105,7.6,3.0,6.6,2.1,Iris-virginica
+106,4.9,2.5,4.5,1.7,Iris-virginica
+107,7.3,2.9,6.3,1.8,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+109,7.2,3.6,6.1,2.5,Iris-virginica
+110,6.5,3.2,5.1,2.0,Iris-virginica
+111,6.4,2.7,5.3,1.9,Iris-virginica
+112,6.8,3.0,5.5,2.1,Iris-virginica
+113,5.7,2.5,5.0,2.0,Iris-virginica
+114,5.8,2.8,5.1,2.4,Iris-virginica
+115,6.4,3.2,5.3,2.3,Iris-virginica
+116,6.5,3.0,5.5,1.8,Iris-virginica
+117,7.7,3.8,6.7,2.2,Iris-virginica
+118,7.7,2.6,6.9,2.3,Iris-virginica
+119,6.0,2.2,5.0,1.5,Iris-virginica
+120,6.9,3.2,5.7,2.3,Iris-virginica
+121,5.6,2.8,4.9,2.0,Iris-virginica
+122,7.7,2.8,6.7,2.0,Iris-virginica
+123,6.3,2.7,4.9,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+126,6.2,2.8,4.8,1.8,Iris-virginica
+127,6.1,3.0,4.9,1.8,Iris-virginica
+128,6.4,2.8,5.6,2.1,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+130,7.4,2.8,6.1,1.9,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+132,6.4,2.8,5.6,2.2,Iris-virginica
+133,6.3,2.8,5.1,1.5,Iris-virginica
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+136,6.3,3.4,5.6,2.4,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+138,6.0,3.0,4.8,1.8,Iris-virginica
+139,6.9,3.1,5.4,2.1,Iris-virginica
+140,6.7,3.1,5.6,2.4,Iris-virginica
+141,6.9,3.1,5.1,2.3,Iris-virginica
+142,5.8,2.7,5.1,1.9,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+144,6.7,3.3,5.7,2.5,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+146,6.3,2.5,5.0,1.9,Iris-virginica
+147,6.5,3.0,5.2,2.0,Iris-virginica
+148,6.2,3.4,5.4,2.3,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica

iris/tab_ddpm/df/17/synth.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.099495858979161,2.5092698635688597,3.1188946205770267,1.1115193814742295,Iris-versicolor
+1,6.553456244842168,3.1562578854484418,4.617926125303107,1.4976286629565854,Iris-versicolor
+2,4.995059734845469,3.4937818907969302,1.596662678304533,0.5787956613117178,Iris-setosa
+3,5.337603772842742,3.596611324169211,1.500096282255722,0.20333975261785978,Iris-setosa
+4,6.482446700296671,3.0399839599233163,5.4578605721641065,1.872950423757495,Iris-virginica
+5,4.599242900109723,3.6382217798080356,1.0000007071419386,0.19845515092020521,Iris-setosa
+6,5.221853771501932,2.501883201066761,3.213382786572714,1.1066046933738227,Iris-versicolor
+7,5.761793221339001,2.7072044049644295,5.0979708177233665,1.914330468710509,Iris-virginica
+8,4.994111574591254,3.4834994751299386,1.5982562345536035,0.5533448308493367,Iris-setosa
+9,6.393881283745475,2.6943900157081435,5.307398943541839,1.8927564504012204,Iris-virginica
+10,6.104442623909768,2.604798388818614,5.613073802872807,1.4062023751904633,Iris-virginica
+11,7.699999060315175,3.0,6.1146797994537145,2.300936189067473,Iris-virginica
+12,6.765633270331215,3.109442965825355,4.788676793680141,1.4889083293513605,Iris-versicolor
+13,6.403424481474308,3.0937325373259354,5.487739096744509,1.7882135372234669,Iris-virginica
+14,7.172103394737642,3.626627310828188,6.088541964697182,2.4999996038786834,Iris-virginica
+15,4.774619789767339,3.1173844563783706,1.5975311109190156,0.19994593098908547,Iris-setosa
+16,6.212146859017511,2.768777309616113,4.84200898948763,1.8005083645813214,Iris-virginica
+17,5.782689632269253,2.795770621529662,5.097970223175659,2.4118427691713142,Iris-virginica
+18,5.72154474482792,4.4,1.505788795533794,0.4663420770260781,Iris-setosa
+19,5.203484070935978,2.706895728783252,3.9042395579623412,1.4001654193573063,Iris-versicolor
+20,6.115171284926434,3.0,4.870735273833246,1.8025446860174223,Iris-virginica
+21,6.3223000191054135,3.3102300200003354,6.002619254742862,2.4999996055146245,Iris-virginica
+22,5.033548057941432,3.616594426187082,1.6648822784703328,0.5905621312981538,Iris-setosa
+23,4.594534141498299,3.6477805411796718,1.0000004520288899,0.19880225710689903,Iris-setosa
+24,5.693246193580908,4.399998758210625,1.5001303981908554,0.3922484179575826,Iris-setosa
+25,6.423307246044878,2.8421930742976866,5.6227341434090885,2.1405977914124095,Iris-virginica
+26,5.172180720625711,3.4942625666237057,1.5020909265919544,0.2033078277172378,Iris-setosa
+27,5.351243091338689,3.6084973900426727,1.5066170020572476,0.19820786680058933,Iris-setosa
+28,5.975056731774099,3.4009153974838977,4.468820885029413,1.5808231685719714,Iris-versicolor
+29,6.423333048101348,2.807675787726968,5.621235845649532,2.1330165002458386,Iris-virginica
+30,5.688709686327519,3.816583228971695,1.6803037364611608,0.2987089548119189,Iris-setosa
+31,5.956629047473008,2.696661160471745,5.143619746315006,1.5953676777678023,Iris-versicolor
+32,4.905972323282102,3.0900610242524102,1.5020130949942347,0.10000009764246016,Iris-setosa
+33,5.763729852894924,3.0,4.0546393679934,1.405978574854452,Iris-versicolor
+34,4.787245913947834,3.2589207791776063,1.345204090395088,0.1990735322469675,Iris-setosa
+35,5.596234136401582,3.0,4.5034053428130525,1.4969261406158656,Iris-versicolor
+36,5.4903227799423515,4.1833059081356385,1.3853029256220226,0.1974361603431674,Iris-setosa
+37,6.991714158517877,3.2063927405225994,4.696421233323141,1.408640889307518,Iris-versicolor
+38,6.499116024224652,3.1733845656005037,4.526842417723764,1.4771899743943,Iris-versicolor
+39,6.005964199170041,2.710770469829296,5.118821032289072,1.5980843467016121,Iris-versicolor
+40,7.058106730075894,3.0,5.880915407326979,2.1018393279318572,Iris-virginica
+41,4.818167209444975,3.37661024656616,1.8043957872118692,0.2009592607084741,Iris-setosa
+42,7.359515756613243,2.8846966213687533,6.3,1.8360201528221414,Iris-virginica
+43,5.333872978138599,3.6811506224631314,1.4954886175075062,0.20065597616125125,Iris-setosa
+44,4.8051860064364424,3.400520648337002,1.6784033818302173,0.20127243966510017,Iris-setosa
+45,7.206828955161124,3.2014023681264256,6.010620505792594,1.780443805690962,Iris-virginica
+46,4.782602372789832,3.4027069920870634,1.593841589027386,0.2005889621302451,Iris-setosa
+47,6.1927973250775725,2.9089780711094866,4.29768196734765,1.2998374141848497,Iris-versicolor
+48,4.888911497038649,3.088737468839605,1.499311048267977,0.1,Iris-setosa
+49,4.598803156268602,3.5725190448737623,1.0000004597020296,0.19896359628419275,Iris-setosa
+50,6.70691663941289,3.0991261448465677,4.657347339622375,1.4999271850406763,Iris-versicolor
+51,6.00442703607637,2.1958926236542062,4.992556637701254,1.5058870823751545,Iris-virginica
+52,5.031154626394079,2.3672966589131486,3.098172340631284,1.0084981412046792,Iris-versicolor
+53,5.71828333627875,2.5577037270530307,3.9180913497885292,1.1303095274965058,Iris-versicolor
+54,5.69421616246182,3.78834187989497,1.7720568380953452,0.29489331480595954,Iris-setosa
+55,5.932320583856253,2.894397101933845,4.418697104757429,1.4310426794726878,Iris-versicolor
+56,4.626291764102964,3.6160528653726525,1.0000005154633753,0.20844265440576515,Iris-setosa
+57,5.489335204653321,4.200705206786625,1.4069889807851577,0.19946833497100874,Iris-setosa
+58,5.516838172634881,3.0,4.501281116918884,1.475889374874452,Iris-versicolor
+59,6.521128899395419,2.819962890715133,4.579660758951978,1.5030716859661364,Iris-versicolor
+60,6.147765015133619,3.0,4.598749039852016,1.4371178187839395,Iris-versicolor
+61,6.2010970156800775,2.915573083046289,4.303958729766947,1.3077551318103715,Iris-versicolor
+62,5.555032152092323,2.6689141673506223,4.1700643624662295,1.2636242956254682,Iris-versicolor
+63,6.668752341783246,3.1232326477221055,4.682645183642174,1.5018736351815376,Iris-versicolor
+64,4.7893350559642744,3.0,1.3885331754404655,0.34046828067529195,Iris-setosa
+65,5.68897272797759,3.7797698971279177,1.683093669028551,0.32022410086636904,Iris-setosa
+66,5.50466840786592,2.4560471936549106,3.9376522456399634,1.2867128993726307,Iris-versicolor
+67,4.594074093444196,3.6443950457287455,1.0000004668640405,0.19907297270665764,Iris-setosa
+68,6.878725904430308,3.119742243360883,5.0776309941003674,2.298126686141592,Iris-virginica
+69,4.604699231793148,3.419348903262239,1.4142954283464393,0.38228973975031894,Iris-setosa
+70,6.696755972540865,3.3031240538226476,5.707979441766425,2.5,Iris-virginica
+71,5.40723590624921,3.748527590516474,1.4969637552761275,0.2029505245621362,Iris-setosa
+72,6.418279900085143,3.113414271961986,5.427232792712773,1.8893577222677165,Iris-virginica
+73,6.190184487999882,3.328268557757948,4.613415487317298,1.582413095569023,Iris-versicolor
+74,5.00777012223548,2.0,3.4975284105750655,1.0315834688894363,Iris-versicolor
+75,5.014058415031122,2.00000056996683,3.432904075571779,0.8648854147332374,Iris-versicolor
+76,4.819842042193775,3.0,1.3935681423322896,0.2937659337502161,Iris-setosa
+77,4.812412792935959,3.0,1.4109909819154043,0.29740170721784304,Iris-setosa
+78,6.096321787793004,2.6038895031169282,5.595266855241123,1.381797571472448,Iris-virginica
+79,5.555105572065516,3.0,4.473275275105487,1.4989448678524675,Iris-versicolor
+80,6.492883289542016,3.0,5.476377234835811,1.7941223729856548,Iris-virginica
+81,5.437782085791449,3.0,4.50459226239831,1.5024655997000154,Iris-versicolor
+82,4.876772644920826,2.4785352913361316,4.474010959908922,1.6910999987611182,Iris-virginica
+83,5.886406629712844,3.0,4.219440818518741,1.4906008617584359,Iris-versicolor
+84,5.383774027499432,3.3934123843017665,1.6447587722189874,0.19560093554933816,Iris-setosa
+85,6.086543217191993,2.5912932173615406,5.631125672825893,1.4087410225149681,Iris-virginica
+86,5.507820585595986,3.0,4.444825003725068,1.4925801308921742,Iris-versicolor
+87,6.087771841743885,3.0,4.656318636784699,1.4123496581116257,Iris-versicolor
+88,7.205452371734411,3.181894220140393,6.024240536449114,1.826681542333062,Iris-virginica
+89,7.7,3.0,6.100116682481209,2.2924372229190086,Iris-virginica
+90,4.692232850680629,3.2156702188587833,1.318442169528446,0.20018425445059562,Iris-setosa
+91,4.817107245139943,3.389845581656917,1.7877401819128447,0.19847130814197317,Iris-setosa
+92,5.685338827325861,2.9096208924414433,4.170215590828049,1.2897731933182504,Iris-versicolor
+93,6.487944314319703,3.0,5.182669758623624,2.0001307959298567,Iris-virginica
+94,5.368162159573105,3.4074850825697687,1.5988415872741337,0.19939630183691193,Iris-setosa
+95,5.066038480602287,3.606588796618385,1.5470650427245183,0.20264430614961684,Iris-setosa
+96,6.329493661750423,2.7940130967393766,5.094996897571177,1.484930680895809,Iris-virginica
+97,6.158730386905855,2.850679777623057,4.246341244031463,1.2801315385228895,Iris-versicolor
+98,5.503915717843345,2.4976218670951242,3.9836005074702747,1.2905392280541421,Iris-versicolor
+99,6.309695955210898,2.627542159120513,4.9380456173404355,1.821366192860307,Iris-virginica
+100,5.598795093176111,2.8176878792440445,4.921720511179505,2.0017079035570227,Iris-virginica
+101,6.121955201664533,2.6009449930810664,5.626633245349162,1.3952331895364127,Iris-virginica
+102,5.715026154234694,4.399998602903441,1.496276622226047,0.42659449160789,Iris-setosa
+103,6.723378822779381,2.472260649064244,5.825462462878322,1.80315434820761,Iris-virginica
+104,6.559407697381151,3.0,5.2747293269912,2.016520014325996,Iris-virginica
+105,6.6900370065090105,3.306500840358978,5.679862781947856,2.5,Iris-virginica
+106,5.463628539443312,3.0,4.513617986171435,1.5113179768367548,Iris-versicolor
+107,5.922708005117451,3.0,5.096906267668199,1.8248600085948647,Iris-virginica
+108,5.550265235927279,3.0,4.53622607650663,1.5039857080191954,Iris-versicolor
+109,5.043968977199122,2.3315794440998174,3.2741587193133945,1.0935731419834134,Iris-versicolor
+110,4.896946403940069,2.4904254132308212,4.506763379529746,1.6993383025093074,Iris-virginica
+111,4.600627296014176,3.1436050139381098,1.5054901363891364,0.1991743195796754,Iris-setosa
+112,7.164687692615391,3.2020109130124585,5.994376921458135,1.8142904298700502,Iris-virginica
+113,5.5069647932214245,3.0,4.494128000921483,1.502532791755299,Iris-versicolor
+114,6.101990949067868,3.0,4.621224973166072,1.3999524503078868,Iris-versicolor
+115,5.044746608139783,3.478370125311875,1.9427423963954704,0.49113123827154725,Iris-setosa
+116,5.596863909380978,2.8098886327741344,4.886311351124512,1.982558984082016,Iris-virginica
+117,5.928040481468065,3.0,4.311410165957913,1.3545392496917723,Iris-versicolor
+118,6.913302665542015,3.1993448504692226,5.707353243251923,2.3154161535537394,Iris-virginica
+119,6.700504172846434,3.2986609602531227,5.696025541405395,2.4999994398620164,Iris-virginica
+120,7.203754383607646,3.2021640202382264,5.9811202595069854,1.7999387100440636,Iris-virginica
+121,6.756271372735383,2.798090136077951,4.779647144273941,1.4146896286746462,Iris-versicolor
+122,6.309573420930984,3.286966508187157,4.714925682474478,1.59324301341923,Iris-versicolor
+123,5.778583586697893,2.7020332948323067,5.09342439804824,1.8879504921129904,Iris-virginica
+124,6.395078102655927,2.809923684780714,5.616294451440637,2.234600049688825,Iris-virginica
+125,6.1100554029349565,3.0,4.873972265261742,1.7984206549018886,Iris-virginica
+126,4.300000503703337,3.0,1.1005671305713918,0.1000000951450288,Iris-setosa
+127,6.187588159468634,2.1932206320784564,4.509328123008031,1.4855096974626243,Iris-versicolor
+128,6.403343487470832,2.7036538439490374,5.337113183888434,1.8996656753218617,Iris-virginica
+129,5.68226344147919,4.399998955928049,1.4948444774477834,0.35343722283406875,Iris-setosa
+130,5.576971677466499,2.7903194101396775,4.90961368142656,2.00617435038377,Iris-virginica
+131,7.7,3.0,6.115377046039411,2.2807849833424196,Iris-virginica
+132,5.933756214693279,2.849766901567191,4.406346207174002,1.419638692243497,Iris-versicolor
+133,5.832241043604026,3.0,4.141367746552537,1.4772163301446282,Iris-versicolor
+134,5.564330164093648,2.879322868125392,3.6262240142755497,1.2979390471166,Iris-versicolor
+135,5.391194907952062,3.0,4.482517676890119,1.5019747914128174,Iris-versicolor
+136,6.888702323462428,3.1038202064232725,5.122594082285025,2.2914801537197436,Iris-virginica
+137,5.068153743736052,3.4453752563798283,1.4979592652238665,0.18863629310073904,Iris-setosa
+138,6.926597292692988,3.1964288852777534,5.669017103694216,2.292604851726175,Iris-virginica
+139,7.3344599787780265,2.9568948467838485,6.3,1.761076073409375,Iris-virginica
+140,6.003209504778984,2.1947684204893494,3.9703688318160677,0.9743253371429053,Iris-versicolor
+141,6.7873232540374175,3.0792696118498664,5.135541203605281,2.230286994857992,Iris-virginica
+142,4.977837482696687,2.0,3.4187322394427744,1.011900891135949,Iris-versicolor
+143,5.992715154417697,2.2087400189220965,5.001311172237663,1.5036930827585395,Iris-virginica
+144,4.880520364105119,3.419169150860253,1.5919992608499587,0.1970546608454649,Iris-setosa
+145,5.422902242022023,3.0,4.499304237370348,1.502932384546679,Iris-versicolor
+146,4.803219655875007,3.0,1.3988259825182496,0.10000011007618187,Iris-setosa
+147,6.128484015029883,2.8923998663088133,4.658677969112724,1.3006832643848518,Iris-versicolor
+148,5.993588774802355,2.2020922352165138,5.02244580218635,1.4886937436974785,Iris-virginica
+149,4.897648300634485,2.5042837366494766,4.57447426433345,1.7264746106625326,Iris-virginica

iris/tab_ddpm/df/17/train.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1,3.5,1.4,0.2,Iris-setosa
+1,4.9,3.0,1.4,0.2,Iris-setosa
+2,4.7,3.2,1.3,0.2,Iris-setosa
+3,4.6,3.1,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+5,5.4,3.9,1.7,0.4,Iris-setosa
+6,4.6,3.4,1.4,0.3,Iris-setosa
+7,5.0,3.4,1.5,0.2,Iris-setosa
+8,4.4,2.9,1.4,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+11,4.8,3.4,1.6,0.2,Iris-setosa
+12,4.8,3.0,1.4,0.1,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+14,5.8,4.0,1.2,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+16,5.4,3.9,1.3,0.4,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+18,5.7,3.8,1.7,0.3,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+20,5.4,3.4,1.7,0.2,Iris-setosa
+21,5.1,3.7,1.5,0.4,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+26,5.0,3.4,1.6,0.4,Iris-setosa
+27,5.2,3.5,1.5,0.2,Iris-setosa
+28,5.2,3.4,1.4,0.2,Iris-setosa
+29,4.7,3.2,1.6,0.2,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+31,5.4,3.4,1.5,0.4,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+33,5.5,4.2,1.4,0.2,Iris-setosa
+34,4.9,3.1,1.5,0.1,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+37,4.9,3.1,1.5,0.1,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+39,5.1,3.4,1.5,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+41,4.5,2.3,1.3,0.3,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+45,4.8,3.0,1.4,0.3,Iris-setosa
+46,5.1,3.8,1.6,0.2,Iris-setosa
+47,4.6,3.2,1.4,0.2,Iris-setosa
+48,5.3,3.7,1.5,0.2,Iris-setosa
+49,5.0,3.3,1.4,0.2,Iris-setosa
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+100,6.3,3.3,6.0,2.5,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+102,7.1,3.0,5.9,2.1,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+104,6.5,3.0,5.8,2.2,Iris-virginica
+105,7.6,3.0,6.6,2.1,Iris-virginica
+106,4.9,2.5,4.5,1.7,Iris-virginica
+107,7.3,2.9,6.3,1.8,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+109,7.2,3.6,6.1,2.5,Iris-virginica
+110,6.5,3.2,5.1,2.0,Iris-virginica
+111,6.4,2.7,5.3,1.9,Iris-virginica
+112,6.8,3.0,5.5,2.1,Iris-virginica
+113,5.7,2.5,5.0,2.0,Iris-virginica
+114,5.8,2.8,5.1,2.4,Iris-virginica
+115,6.4,3.2,5.3,2.3,Iris-virginica
+116,6.5,3.0,5.5,1.8,Iris-virginica
+117,7.7,3.8,6.7,2.2,Iris-virginica
+118,7.7,2.6,6.9,2.3,Iris-virginica
+119,6.0,2.2,5.0,1.5,Iris-virginica
+120,6.9,3.2,5.7,2.3,Iris-virginica
+121,5.6,2.8,4.9,2.0,Iris-virginica
+122,7.7,2.8,6.7,2.0,Iris-virginica
+123,6.3,2.7,4.9,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+126,6.2,2.8,4.8,1.8,Iris-virginica
+127,6.1,3.0,4.9,1.8,Iris-virginica
+128,6.4,2.8,5.6,2.1,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+130,7.4,2.8,6.1,1.9,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+132,6.4,2.8,5.6,2.2,Iris-virginica
+133,6.3,2.8,5.1,1.5,Iris-virginica
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+136,6.3,3.4,5.6,2.4,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+138,6.0,3.0,4.8,1.8,Iris-virginica
+139,6.9,3.1,5.4,2.1,Iris-virginica
+140,6.7,3.1,5.6,2.4,Iris-virginica
+141,6.9,3.1,5.1,2.3,Iris-virginica
+142,5.8,2.7,5.1,1.9,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+144,6.7,3.3,5.7,2.5,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+146,6.3,2.5,5.0,1.9,Iris-virginica
+147,6.5,3.0,5.2,2.0,Iris-virginica
+148,6.2,3.4,5.4,2.3,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica

iris/tab_ddpm/df/18/synth.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.7,3.0,6.090686106280985,2.3067013357409913,Iris-virginica
+1,4.801457545265381,3.3922720574275367,1.6027027535554947,0.19850996890916844,Iris-setosa
+2,5.216157352466836,2.7048580256884924,3.9338840590496744,1.3872933301841825,Iris-versicolor
+3,7.035724140601406,3.190427700208408,4.691695461515186,1.3706445299398415,Iris-versicolor
+4,5.098062402090461,2.5005385916024614,2.99960698837472,1.1024087386335306,Iris-versicolor
+5,5.016882655967123,3.4039903130267093,1.49314717903763,0.20182495376467854,Iris-setosa
+6,5.4730938739075405,4.212781396018771,1.3853484048005804,0.19722826002056348,Iris-setosa
+7,4.300000473897439,3.0,1.111658095079567,0.10000009651201074,Iris-setosa
+8,5.04027967004225,3.4236118355249077,1.501621463278055,0.19936792171725587,Iris-setosa
+9,7.221617386933062,3.5724142069213887,6.107701411582466,2.4999996166966847,Iris-virginica
+10,7.067115985245003,3.0,5.740885220550298,2.1006119555799905,Iris-virginica
+11,6.85371768797722,3.0954421079878536,4.871009383519556,1.5113974955582132,Iris-versicolor
+12,7.699998843822007,3.0,6.085449068649566,2.2919360156148203,Iris-virginica
+13,5.6895754952211,3.0,4.1998718542663305,1.218817014844483,Iris-versicolor
+14,5.544518044186909,2.4526725469909825,3.8923272213368256,1.1980803349559916,Iris-versicolor
+15,6.481474677782243,3.0,5.7705574640813255,2.2196376149563313,Iris-virginica
+16,6.3461045924158554,3.314805064208635,5.996109354091852,2.499999484503193,Iris-virginica
+17,6.432445988305346,2.8110210272383154,4.533693569040245,1.4952650056305088,Iris-versicolor
+18,6.88844724565033,3.198426215840559,5.700883062401101,2.2819638160926963,Iris-virginica
+19,7.7,3.0,6.093729808758599,2.3324121364903605,Iris-virginica
+20,4.922912943221587,2.49350340215271,4.504128338024238,1.6985964898376165,Iris-virginica
+21,6.7129310784970855,3.323355796217149,5.723054701902767,2.499999510654866,Iris-virginica
+22,6.705838181463265,3.2908095248982185,5.67235996721735,2.499999570349742,Iris-virginica
+23,5.345495183623534,3.8101402706247067,1.5727269732883762,0.37261903783060996,Iris-setosa
+24,5.489253814093281,2.4237010143730022,3.7924131578771587,1.0657240571217654,Iris-versicolor
+25,6.684838975737086,2.843948887503596,4.684438599633628,1.4570205286812854,Iris-versicolor
+26,5.027009517050206,3.410681340596439,1.4970161981249084,0.200255675786131,Iris-setosa
+27,4.797170157416424,3.4046824211465805,1.6822559626098574,0.2007989388300047,Iris-setosa
+28,6.507609979833433,3.0,5.238909095561519,1.9995847848271817,Iris-virginica
+29,7.228739941028696,3.688644173217562,6.107940798529949,2.5,Iris-virginica
+30,7.239736855752735,3.6194628898027768,6.091779304853341,2.499999615349291,Iris-virginica
+31,7.176820771496427,3.6278440801522285,6.113306493817134,2.5,Iris-virginica
+32,5.5678932612863195,3.0,4.487323643121113,1.5036843338241606,Iris-versicolor
+33,6.0125408881859626,2.69972237611351,5.104999136330229,1.6103665755151744,Iris-versicolor
+34,5.864298557534168,3.0,4.203236168217489,1.479543593128088,Iris-versicolor
+35,5.503994341915765,2.592705510020808,4.410469079015206,1.1927563765909832,Iris-versicolor
+36,6.499653009285809,3.196703335320345,5.090260559030162,2.020871880483937,Iris-virginica
+37,5.034296733861684,2.000000509244235,3.6484116110252374,0.9657609848352169,Iris-versicolor
+38,4.7942390257118594,3.3973810435936413,1.8979911011947166,0.20096143498872696,Iris-setosa
+39,5.406249339676962,3.0,4.495643089786337,1.4888119994349505,Iris-versicolor
+40,4.800370300867155,3.3953080344875333,1.951675477152805,0.200561636893268,Iris-setosa
+41,7.699999147883391,3.0,6.111232982546045,2.306830481460361,Iris-virginica
+42,6.940384482368952,3.165074566171757,5.691866737552332,2.286056790465065,Iris-virginica
+43,4.767658440291561,3.269392625287306,1.3291129434355529,0.19812553711597458,Iris-setosa
+44,6.486232691903168,3.0,5.4828453657118965,1.8039276995945503,Iris-virginica
+45,4.994463426526426,3.4875722309559576,1.5962840190876255,0.5219857393282137,Iris-setosa
+46,5.76969384388301,2.9456653910308703,4.281522504093891,1.2192630145970897,Iris-versicolor
+47,4.781600112228216,3.0,1.4063702294729645,0.29777030997798926,Iris-setosa
+48,4.612952322876044,3.1053663779347844,1.5084972773568663,0.19963284270160642,Iris-setosa
+49,6.868341573149108,3.0973547283357115,4.880806168146587,1.5003556994031608,Iris-versicolor
+50,5.021239345797707,2.0,3.6803507292589654,0.9023177949117085,Iris-versicolor
+51,4.789178652285066,3.087606247737105,1.5964773710491673,0.19871761847873914,Iris-setosa
+52,5.125483164202177,3.808672591059785,2.115400980997248,0.43383111056903023,Iris-setosa
+53,4.60739574627805,3.6223714217220895,1.0,0.20368280122923632,Iris-setosa
+54,4.9789047977794,2.000000484374396,3.5600670478722383,1.0308957213743888,Iris-versicolor
+55,5.575628310493797,2.8970657962328925,3.36823283645477,1.299413366145821,Iris-versicolor
+56,6.809838323241773,2.8102975603294325,4.800958356816755,1.407626222676784,Iris-versicolor
+57,6.112083159238284,2.802178592054375,4.038276326467675,1.3137197432060719,Iris-versicolor
+58,4.5951650471550805,3.6655313045736895,1.0,0.19643725299227213,Iris-setosa
+59,5.307529859920584,3.7848612996457636,1.5004553698214877,0.19797914298696753,Iris-setosa
+60,6.857240557020026,2.945850159995075,4.842249436412236,1.4205919549997825,Iris-versicolor
+61,6.113019950938143,2.8835273606732303,4.696625990731869,1.341118613108308,Iris-versicolor
+62,5.432368650863128,3.7174151060401472,1.5014413734273007,0.2006189895413374,Iris-setosa
+63,7.3167611182373795,2.9086126292391237,6.299999359894239,1.812157007132173,Iris-virginica
+64,6.002039619537066,2.1934737171249137,4.0070005538871225,1.0114206207279623,Iris-versicolor
+65,4.3,3.0,1.1033469881162785,0.10000009755639308,Iris-setosa
+66,4.40433861832075,2.9166316437718263,1.3899428061110473,0.20288471752050508,Iris-setosa
+67,6.665813188221371,3.0945704658444066,4.686602864470059,1.507208770917326,Iris-versicolor
+68,6.908988537476565,3.155804491103806,5.712658005781558,2.2988031436996237,Iris-virginica
+69,5.088818029896109,3.794502092750427,1.7462111133482083,0.39884547515466207,Iris-setosa
+70,6.411445703005488,2.700581071370922,5.294769777958416,1.8956058178418649,Iris-virginica
+71,6.886301952397432,3.0911326152493293,4.899970980251238,1.501189121547104,Iris-versicolor
+72,6.65673379683041,2.4934923402213753,5.807016548516461,1.7750652805620115,Iris-virginica
+73,6.147804835854578,2.8643696154407414,4.683660871304039,1.2818694753354665,Iris-versicolor
+74,4.911522005275165,2.519852649371709,4.488221291225256,1.7084872604496009,Iris-virginica
+75,6.385574402324894,2.7973507224880176,5.590532807282742,2.0692970105134934,Iris-virginica
+76,7.091275350447259,3.0,5.874781689802972,2.102364411928986,Iris-virginica
+77,7.117853146550172,3.0,5.902267875026926,2.113955929764604,Iris-virginica
+78,5.03862825227053,3.503803098027061,1.286101906986632,0.2993459340124042,Iris-setosa
+79,7.699998882353684,3.0,6.086382269060839,2.280289208079544,Iris-virginica
+80,6.000220945884821,2.196288051577959,4.036860733193731,0.9651131897680858,Iris-versicolor
+81,4.3000007499792146,3.0,1.085190113180661,0.10000010331933701,Iris-setosa
+82,7.699998913577263,3.0,6.096653265313929,2.299545140611201,Iris-virginica
+83,6.390922876600055,2.798897647185421,5.646669607878471,2.1875448300916407,Iris-virginica
+84,5.477537401036013,2.59907504207996,4.400073478384469,1.2033536581670528,Iris-versicolor
+85,4.928484718761463,2.0,3.5573677589074837,0.9318835566706505,Iris-versicolor
+86,4.612406846458437,3.641998363246733,1.0,0.19201384470750937,Iris-setosa
+87,5.888741815175277,3.0,5.089969688962406,1.8288151432187216,Iris-virginica
+88,6.5313645893091765,3.166845393967855,5.179712069535381,1.9900531777039085,Iris-virginica
+89,4.7935171937075225,3.0,1.416921143624723,0.1000000903282909,Iris-setosa
+90,5.4946921482423114,2.5861825982612796,4.3475524203025495,1.2050381816919913,Iris-versicolor
+91,6.0641941659898855,2.7811933145807637,3.9650130203746485,1.2982699204656103,Iris-versicolor
+92,6.13395707237781,2.8244061588154503,4.1622543832753065,1.2964149639623999,Iris-versicolor
+93,4.798007228614307,3.1197428388761255,1.5947614238333305,0.19532085087183626,Iris-setosa
+94,5.883402613400836,3.0,4.222212574297762,1.491374794959693,Iris-versicolor
+95,5.179471106428517,2.5202688331611998,3.229742313755664,1.1121740570698526,Iris-versicolor
+96,6.073718592088457,2.79136585180252,3.996497537383241,1.289397803232543,Iris-versicolor
+97,4.804669103702458,3.0,1.3850206321958316,0.1,Iris-setosa
+98,5.717790321261984,3.0,4.184913297833009,1.235438773391466,Iris-versicolor
+99,4.388006981505019,2.8684821017658115,1.3738528863951611,0.19339552092856074,Iris-setosa
+100,4.864870265584015,3.076033190777288,1.4825079539776111,0.10000009796889209,Iris-setosa
+101,6.315242423938555,3.314996210995003,5.962924676316133,2.499999621754052,Iris-virginica
+102,5.7604265040666345,2.794160768649421,5.088556439347202,2.391267243293133,Iris-virginica
+103,6.382488986200561,2.800519619997374,5.59610933455777,2.175709714695062,Iris-virginica
+104,5.755121717272385,2.7092389057878243,5.074163050658747,1.9125418427019287,Iris-virginica
+105,5.485759400331244,2.596615111766044,4.380233488949231,1.1854590995830923,Iris-versicolor
+106,5.69033535573231,3.0,4.179548409167983,1.2233205773299574,Iris-versicolor
+107,7.699999082758627,3.0,6.116262317105516,2.3179659203428176,Iris-virginica
+108,5.29690936080728,3.8097462220734406,1.8040453258054812,0.4173777154229744,Iris-setosa
+109,6.946069267104329,3.1082473617555277,5.196813098320931,2.313319301722956,Iris-virginica
+110,4.3,3.0,1.0960010718424398,0.1,Iris-setosa
+111,5.801094357177902,2.691371915062244,5.097351133267138,1.8853162415269482,Iris-virginica
+112,4.797847559376718,3.08940945619392,1.5960007308259332,0.197452779153858,Iris-setosa
+113,5.592375266981185,2.818881083009059,4.890099860520721,1.9984413615641714,Iris-virginica
+114,6.674807337096887,2.4850717295593463,5.75994549727165,1.7865892113785193,Iris-virginica
+115,5.82368984675682,2.7026586599046585,5.103917371529385,1.8951075064803262,Iris-virginica
+116,5.897245115224123,2.7947511541436594,4.179901533751197,1.2997033229381585,Iris-versicolor
+117,4.838036284496542,3.3939828190470487,1.694540136489971,0.23323163766899113,Iris-setosa
+118,5.779581163180115,2.694243044331868,5.100416279570921,1.9045662164372976,Iris-virginica
+119,5.214937791700671,3.5003569402842794,1.4983373121869337,0.19848201386291428,Iris-setosa
+120,4.794157335251546,3.0,1.3973610507464245,0.3101479676051461,Iris-setosa
+121,4.876694716162805,2.494850579890062,4.514166917042333,1.6993872453585381,Iris-virginica
+122,5.550483914482222,3.0,4.538431126618322,1.5010583932132537,Iris-versicolor
+123,6.916654874740731,3.0991388361882675,5.111199382473782,2.304769414492316,Iris-virginica
+124,6.178735854349234,2.8736906830323306,4.81271695904083,1.8278898062721314,Iris-virginica
+125,7.21512987879113,3.6053405262821494,6.1136963672523965,2.5,Iris-virginica
+126,6.394135264555942,3.189213329640399,4.478420522800296,1.485541801399351,Iris-versicolor
+127,5.692197589260642,3.8280770009436904,1.5982272770561357,0.29427399073820293,Iris-setosa
+128,5.591712944361828,2.905902644243906,3.651388116203488,1.3064790192372415,Iris-versicolor
+129,5.751080449021791,2.8818972551126985,4.24187318613532,1.3010604391162626,Iris-versicolor
+130,6.668697781301443,3.2866925661009234,5.657496111411373,2.5,Iris-virginica
+131,5.234035412161941,3.508533052918105,1.5003355480073837,0.1993681025413959,Iris-setosa
+132,5.584044256929106,3.0,4.490544520271533,1.4991269214771779,Iris-versicolor
+133,5.545045540876544,2.6544778340516673,4.173824695708169,1.2996735362086749,Iris-versicolor
+134,6.399822477033374,2.7078565620832507,5.363359148941946,1.9343265718641387,Iris-virginica
+135,5.211384477050651,3.716564897967179,1.306070814622994,0.3386553741452051,Iris-setosa
+136,6.903147343401877,3.143051423502782,4.742069746257825,1.4521569987341751,Iris-versicolor
+137,4.969917531788255,2.0,3.1805324622590105,0.9160066819702848,Iris-versicolor
+138,6.485321106927739,3.0,5.172226973578442,1.9833372956893034,Iris-virginica
+139,6.682201757451104,2.494239765741892,5.781991197634135,1.8059920570954782,Iris-virginica
+140,6.4249184720703765,3.103081756557602,5.494710523303798,1.8062408491854365,Iris-virginica
+141,6.060946717907664,3.387025300824448,4.425387109776956,1.5824048721689388,Iris-versicolor
+142,5.504765701562447,2.4269462118032017,3.873965285255385,1.1317865525822692,Iris-versicolor
+143,5.7836471343987785,3.1989415256867963,4.540566327980227,1.5531834034686356,Iris-versicolor
+144,7.126362797899065,3.2088105344624984,6.006218199485417,1.7946441257094443,Iris-virginica
+145,5.806106834073729,2.705070132664598,5.094923699395764,1.9159314360492254,Iris-virginica
+146,4.584123216002739,3.6371863457189857,1.0,0.20044677945179154,Iris-setosa
+147,7.047816885180411,3.240571451140397,4.6926704149820555,1.4037805311649034,Iris-versicolor
+148,5.512279269634976,2.4067320127211618,3.776439736836546,1.0985341975439176,Iris-versicolor
+149,5.489675226450201,2.4770438141064672,3.97666542929922,1.2936500735810483,Iris-versicolor

iris/tab_ddpm/df/18/train.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1,3.5,1.4,0.2,Iris-setosa
+1,4.9,3.0,1.4,0.2,Iris-setosa
+2,4.7,3.2,1.3,0.2,Iris-setosa
+3,4.6,3.1,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+5,5.4,3.9,1.7,0.4,Iris-setosa
+6,4.6,3.4,1.4,0.3,Iris-setosa
+7,5.0,3.4,1.5,0.2,Iris-setosa
+8,4.4,2.9,1.4,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+11,4.8,3.4,1.6,0.2,Iris-setosa
+12,4.8,3.0,1.4,0.1,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+14,5.8,4.0,1.2,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+16,5.4,3.9,1.3,0.4,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+18,5.7,3.8,1.7,0.3,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+20,5.4,3.4,1.7,0.2,Iris-setosa
+21,5.1,3.7,1.5,0.4,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+26,5.0,3.4,1.6,0.4,Iris-setosa
+27,5.2,3.5,1.5,0.2,Iris-setosa
+28,5.2,3.4,1.4,0.2,Iris-setosa
+29,4.7,3.2,1.6,0.2,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+31,5.4,3.4,1.5,0.4,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+33,5.5,4.2,1.4,0.2,Iris-setosa
+34,4.9,3.1,1.5,0.1,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+37,4.9,3.1,1.5,0.1,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+39,5.1,3.4,1.5,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+41,4.5,2.3,1.3,0.3,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+45,4.8,3.0,1.4,0.3,Iris-setosa
+46,5.1,3.8,1.6,0.2,Iris-setosa
+47,4.6,3.2,1.4,0.2,Iris-setosa
+48,5.3,3.7,1.5,0.2,Iris-setosa
+49,5.0,3.3,1.4,0.2,Iris-setosa
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+100,6.3,3.3,6.0,2.5,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+102,7.1,3.0,5.9,2.1,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+104,6.5,3.0,5.8,2.2,Iris-virginica
+105,7.6,3.0,6.6,2.1,Iris-virginica
+106,4.9,2.5,4.5,1.7,Iris-virginica
+107,7.3,2.9,6.3,1.8,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+109,7.2,3.6,6.1,2.5,Iris-virginica
+110,6.5,3.2,5.1,2.0,Iris-virginica
+111,6.4,2.7,5.3,1.9,Iris-virginica
+112,6.8,3.0,5.5,2.1,Iris-virginica
+113,5.7,2.5,5.0,2.0,Iris-virginica
+114,5.8,2.8,5.1,2.4,Iris-virginica
+115,6.4,3.2,5.3,2.3,Iris-virginica
+116,6.5,3.0,5.5,1.8,Iris-virginica
+117,7.7,3.8,6.7,2.2,Iris-virginica
+118,7.7,2.6,6.9,2.3,Iris-virginica
+119,6.0,2.2,5.0,1.5,Iris-virginica
+120,6.9,3.2,5.7,2.3,Iris-virginica
+121,5.6,2.8,4.9,2.0,Iris-virginica
+122,7.7,2.8,6.7,2.0,Iris-virginica
+123,6.3,2.7,4.9,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+126,6.2,2.8,4.8,1.8,Iris-virginica
+127,6.1,3.0,4.9,1.8,Iris-virginica
+128,6.4,2.8,5.6,2.1,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+130,7.4,2.8,6.1,1.9,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+132,6.4,2.8,5.6,2.2,Iris-virginica
+133,6.3,2.8,5.1,1.5,Iris-virginica
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+136,6.3,3.4,5.6,2.4,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+138,6.0,3.0,4.8,1.8,Iris-virginica
+139,6.9,3.1,5.4,2.1,Iris-virginica
+140,6.7,3.1,5.6,2.4,Iris-virginica
+141,6.9,3.1,5.1,2.3,Iris-virginica
+142,5.8,2.7,5.1,1.9,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+144,6.7,3.3,5.7,2.5,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+146,6.3,2.5,5.0,1.9,Iris-virginica
+147,6.5,3.0,5.2,2.0,Iris-virginica
+148,6.2,3.4,5.4,2.3,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica

iris/tab_ddpm/df/19/synth.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.942518387107557,2.505328959942302,4.5249284130818195,1.692277921101478,Iris-virginica
+1,5.414873215312962,3.9283637633401436,1.2829309150648682,0.40448812117731364,Iris-setosa
+2,6.104362041481089,2.591707207168505,5.60306609318047,1.3863335253044216,Iris-virginica
+3,5.890362267914128,3.0,5.093618979566065,1.7954219674379375,Iris-virginica
+4,6.271087499456185,3.3267022930558237,5.995948877377754,2.5,Iris-virginica
+5,6.289650588432272,2.8032934498773368,5.103022818759461,1.5115776659521567,Iris-virginica
+6,4.792815983158533,3.3880502901689398,2.0550645724386776,0.20188952424576725,Iris-setosa
+7,6.487918215316608,3.0,5.476232340398745,1.8099572928299301,Iris-virginica
+8,6.793950679018301,2.802124370039682,4.836399009273505,1.4147997820345821,Iris-versicolor
+9,6.414105908735373,2.798687168184452,5.619665862324068,2.1260707293772994,Iris-virginica
+10,4.849635734049155,3.025682812979593,1.491657254950409,0.10000009275958245,Iris-setosa
+11,6.238794710477648,3.317260869770057,4.548355155336171,1.5840306819355283,Iris-versicolor
+12,5.9444216359504125,2.8581782027653246,4.431505936902693,1.4774282069034588,Iris-versicolor
+13,6.026618813084153,2.689591103845628,5.087721843397426,1.5923024850119603,Iris-versicolor
+14,7.3243385536816525,2.9015628364265402,6.3,1.829728213611125,Iris-virginica
+15,6.187234634706598,2.9463689357412832,4.31003606817244,1.3094604307025244,Iris-versicolor
+16,6.111588746870376,3.0,4.6153145928423776,1.4052120169546596,Iris-versicolor
+17,5.580470272442517,2.7943636718682345,4.901739336226631,1.9956621077378207,Iris-virginica
+18,6.1113660259412885,2.797678039160615,4.062609770075655,1.2916095523973767,Iris-versicolor
+19,6.321616745768146,3.2937833422564844,5.990030753770541,2.499999576921403,Iris-virginica
+20,6.39629564744481,2.917833925576828,5.673906531713563,2.168481923298813,Iris-virginica
+21,6.095069368915658,2.5923707727175165,5.625771668396404,1.3922574118247317,Iris-virginica
+22,5.728099364423236,4.399999106293401,1.5024833040302026,0.40038884533740465,Iris-setosa
+23,4.785359992719082,3.1440756770842526,1.5838414745443234,0.19733039081816306,Iris-setosa
+24,6.397572155280593,2.697718648394863,5.3189371022786265,1.8795172137598153,Iris-virginica
+25,6.302326578192504,2.8166318193822857,5.085321405731689,1.5025331362000203,Iris-virginica
+26,6.29286813822741,3.3137514359155524,5.98511153606607,2.5,Iris-virginica
+27,5.613747324340538,2.70251825386391,4.248681047454458,1.2908351807111456,Iris-versicolor
+28,5.6873333735185145,2.881193905011937,3.9874808320627095,1.3112546944053565,Iris-versicolor
+29,6.693873467287557,3.313203358715846,5.719013956318206,2.5,Iris-virginica
+30,6.461878362168874,3.0,5.759800146213337,2.2244062533637923,Iris-virginica
+31,7.256297934023433,2.915928817305362,6.299999355870808,1.7869573433069956,Iris-virginica
+32,6.293500928074604,2.504796880355032,4.991586067429446,1.8941872607087549,Iris-virginica
+33,4.597704148481808,3.6203543805990472,1.0,0.19865337848856407,Iris-setosa
+34,7.1985750104851185,3.5745077958046654,6.097074316678828,2.499999631033488,Iris-virginica
+35,4.987638246399118,2.0,3.307463845214797,0.9338832486213975,Iris-versicolor
+36,6.559186643073695,3.0,5.24115325079683,2.0461692876269666,Iris-virginica
+37,5.030693808815005,3.5106046069956522,1.3024212991467807,0.3140648450936341,Iris-setosa
+38,6.10785767561358,3.0,4.92055360803893,1.8031050636152135,Iris-virginica
+39,4.30000054342272,3.0,1.0995280101414089,0.1,Iris-setosa
+40,5.5947564824659795,2.6843026663974183,4.2305204065313236,1.2984028972203423,Iris-versicolor
+41,6.294318709773495,3.289132202351073,6.020427385369262,2.4999996200686,Iris-virginica
+42,4.998969622290828,3.4935729733848766,1.3010876200411516,0.2970787120578442,Iris-setosa
+43,5.759777872753021,3.0,4.371130909286214,1.5055979467546192,Iris-versicolor
+44,6.422892525685306,3.087843731599971,5.18070130366431,1.9225559566074077,Iris-virginica
+45,4.300000525273603,3.0,1.1047896104379658,0.10000009837396394,Iris-setosa
+46,5.001567588254266,3.3940389117570757,1.6669983118589435,0.3584211185761875,Iris-setosa
+47,5.293254604312772,3.5617253529733217,1.5026397823443944,0.1969623080755793,Iris-setosa
+48,4.613929825986938,3.3800317278600573,1.4246078895454901,0.29565739306450695,Iris-setosa
+49,6.122509876382536,2.8027645508424563,4.000210312606106,1.2866075578460503,Iris-versicolor
+50,6.705762399394795,3.3041773535347825,5.675597199303913,2.5,Iris-virginica
+51,7.7,3.0,6.094458437985134,2.2892879530151737,Iris-virginica
+52,5.455694930377986,3.414927166273074,1.7996213349398094,0.21298931347238925,Iris-setosa
+53,5.583217813188213,3.0,4.483202419622712,1.4899467172366556,Iris-versicolor
+54,6.814907779569099,2.7912442734284046,4.824653004494106,1.3989237590938444,Iris-versicolor
+55,6.016669800249236,2.2095680257343506,5.006482646214177,1.4971628146175344,Iris-virginica
+56,4.401717021987766,2.919595255967654,1.3815193498965395,0.2006982082590292,Iris-setosa
+57,5.6829550455291225,2.5344986878622335,3.9711043578140175,1.1398495205998924,Iris-versicolor
+58,5.5721480238565055,2.649858133712641,4.242602619457058,1.2815397280207488,Iris-versicolor
+59,4.7855856951997024,3.3707675147354785,1.854515747445031,0.19744211955253937,Iris-setosa
+60,6.100219136116359,2.796641278827973,4.011549782459393,1.299859264525297,Iris-versicolor
+61,7.7,3.0,6.112583086398638,2.318488913492865,Iris-virginica
+62,6.407417090963944,3.2193745246716894,4.599812544710944,1.5208830357309249,Iris-versicolor
+63,5.0520856666177645,3.447856943450425,1.4962897157670452,0.1978527519490761,Iris-setosa
+64,7.317458939511075,2.9074366785059604,6.3,1.8103021624461544,Iris-virginica
+65,7.115104987278744,3.0,5.890841226904924,2.1175259009620615,Iris-virginica
+66,5.035229180045876,2.376039714098119,3.099993192335226,0.9667396682875289,Iris-versicolor
+67,4.985388731109694,3.4925112414412443,1.3003538844622007,0.2986892227918996,Iris-setosa
+68,6.495742966316421,3.18352705581437,4.587427915521855,1.5207988932610748,Iris-versicolor
+69,6.0820167906368,3.0,4.642866141206554,1.4147124217668563,Iris-versicolor
+70,6.729859196424516,3.0,5.391102409402464,2.081350917344046,Iris-virginica
+71,6.307645841095896,2.451949478775391,4.999777811817485,1.9085800733077558,Iris-virginica
+72,5.995464814532237,3.404120072845007,4.518991786401106,1.5960383583792772,Iris-versicolor
+73,7.243577850172474,3.2229675726575038,6.019221177461122,1.7937801129191528,Iris-virginica
+74,6.709467519209296,2.5003549680551664,5.769161170057202,1.7979003715171293,Iris-virginica
+75,5.097006587760733,2.5030240824956778,3.0051185136340237,1.1061001621704631,Iris-versicolor
+76,5.777033243293721,3.0,4.255628030695752,1.3187964420207687,Iris-versicolor
+77,6.43881224574833,2.9994443835340747,5.424193966635216,1.7238496170651973,Iris-virginica
+78,5.62410874415768,3.0,4.294108476685269,1.3339725343988829,Iris-versicolor
+79,5.709053561581885,2.882484902183171,4.192661024519433,1.2892849569131797,Iris-versicolor
+80,6.395864036553229,2.7995715059662434,5.581454782024832,2.203594569530887,Iris-virginica
+81,6.498268252872919,3.1646215952928247,4.553096415371114,1.5025754996575276,Iris-versicolor
+82,4.796788540619998,3.1084927301343037,1.7293589456100211,0.19883325690515286,Iris-setosa
+83,5.060375952834928,2.467426721196459,2.911364362730744,1.0438537646381323,Iris-versicolor
+84,6.016606055344755,2.8907801204209056,4.536330950458282,1.4514287832196289,Iris-versicolor
+85,4.603373677894711,3.602191307495066,1.0000005007344945,0.19912463479320408,Iris-setosa
+86,5.124054861705507,3.8326221887256495,1.764669711670437,0.23420650124844278,Iris-setosa
+87,5.820567548362851,2.8130602428748968,5.128250625838066,2.4021806578304634,Iris-virginica
+88,6.062698827130023,3.0,4.522835172568268,1.4692065409581674,Iris-versicolor
+89,5.6463025366870365,2.5175540736093964,3.9382343013797803,1.1122722869861952,Iris-versicolor
+90,6.312182400852175,3.3063526435102744,6.00700487060354,2.5,Iris-virginica
+91,4.3,3.0,1.104642026221189,0.1000001142575248,Iris-setosa
+92,5.6291037814754,3.0,4.501255563783177,1.4868767048871303,Iris-versicolor
+93,5.696274278716926,2.554646340134354,3.97638847403785,1.186404740893001,Iris-versicolor
+94,7.22583487452586,3.6331749505481445,6.089907117241909,2.5,Iris-virginica
+95,4.987351475983048,2.000000566666206,3.288406557088307,0.903371790091599,Iris-versicolor
+96,5.757017896004499,2.7027918007896066,5.096881252197998,1.895564069688479,Iris-virginica
+97,4.3,3.0,1.1001882641401088,0.1,Iris-setosa
+98,5.560670507428554,2.46102273999199,3.852533719401697,1.103738336736979,Iris-versicolor
+99,4.874742325810671,3.0805860577183446,1.50085138309561,0.1,Iris-setosa
+100,5.213199159691374,3.5416488224747376,1.4977290847678455,0.19962908074012042,Iris-setosa
+101,5.258962737882966,2.7183272025093648,3.969682292209933,1.3958484391995922,Iris-versicolor
+102,5.090450762910451,3.834815884740141,1.7461603928629106,0.20118855787930615,Iris-setosa
+103,6.2569956409251475,2.4957484211022214,4.999097055530842,1.802399759198073,Iris-virginica
+104,5.768386487756847,4.4,1.500050028244182,0.458967780183373,Iris-setosa
+105,5.996412149461895,3.4050228300827468,4.452413101866926,1.5987128767248557,Iris-versicolor
+106,5.0754357869110365,3.7553879307012066,1.8783674488033053,0.43876217614768986,Iris-setosa
+107,7.20089959355389,3.2306141227346807,6.008742132166914,1.7862214118690578,Iris-virginica
+108,6.3947172644983805,2.7959308714922364,5.603010538504025,2.0924642101734787,Iris-virginica
+109,5.3894350884242535,2.4769879916767006,3.833722577582024,1.1900824776718364,Iris-versicolor
+110,4.3000007068513195,3.0,1.0946979040337188,0.10000010753221165,Iris-setosa
+111,5.02413780489455,3.6765252187376287,1.5953894306434846,0.19859426704823158,Iris-setosa
+112,6.418738411812748,2.820655507235155,5.628069768058369,2.186348313402949,Iris-virginica
+113,6.202140499378073,2.19953841323373,4.4685408476745545,1.493174313839395,Iris-versicolor
+114,5.31997331945099,3.715946707653912,1.4967224835026975,0.19983520427833523,Iris-setosa
+115,6.596937855807161,3.0,5.321906600676978,2.0133821288267546,Iris-virginica
+116,6.391853160810556,2.8035190217085613,5.607898557415057,2.1678583228429336,Iris-virginica
+117,6.684959554286584,2.4936221898733697,5.795676549055824,1.7944905291230344,Iris-virginica
+118,4.608021022990682,3.4040104410413154,1.4093123265167056,0.2928340529194037,Iris-setosa
+119,4.79393453548518,3.0,1.3970768349517284,0.2971348551343673,Iris-setosa
+120,6.8903489448807145,3.1079518985338144,4.900367615255212,1.506253919774412,Iris-versicolor
+121,6.906471512378553,3.1134806944322717,5.104021600161593,2.306373003715269,Iris-virginica
+122,4.300000522486207,3.0,1.1000208254349593,0.10000009653893747,Iris-setosa
+123,6.113098213210335,2.6054656024583194,5.593836525293131,1.4276395645448259,Iris-virginica
+124,4.968370088466992,2.287420848962285,3.006729533835302,0.9824512646578079,Iris-versicolor
+125,4.675974463803088,3.211866707096881,1.2852316768495808,0.1982367131381995,Iris-setosa
+126,4.800715380276298,3.0,1.3915282596753729,0.2949107913424318,Iris-setosa
+127,6.406817844039059,2.8088531941254518,5.614666594613357,2.109619035726589,Iris-virginica
+128,4.876691469767781,2.5035855258023116,4.526626031533099,1.6982043060608865,Iris-virginica
+129,5.006128227045598,3.509897175232991,1.3047797377874941,0.36332391056161006,Iris-setosa
+130,5.084904310941601,3.7701408953879456,1.5993172565247855,0.19810242306102313,Iris-setosa
+131,6.094106319249948,3.0,4.877495595018001,1.7831830682326788,Iris-virginica
+132,4.980734371310473,3.493989963869638,1.5969235513739037,0.5922696036530222,Iris-setosa
+133,4.783815966564236,3.0,1.4003318907018087,0.2990654959216681,Iris-setosa
+134,5.695792042803561,2.54988046482561,3.9102223912420295,1.125744862027376,Iris-versicolor
+135,7.7,3.0,6.121037983995798,2.29283840585757,Iris-virginica
+136,5.210235273649854,3.748973705123049,1.244668741363942,0.36684730197851045,Iris-setosa
+137,5.505970409508055,4.179270306704072,1.4029770866748854,0.19956140812644652,Iris-setosa
+138,6.282619669982977,2.796882653923997,5.111415717997,1.461068791612457,Iris-virginica
+139,6.020851875549287,2.922679526726678,4.513060847988063,1.496256958523023,Iris-versicolor
+140,6.400937696424544,2.811771820659884,5.625311327774733,2.1602753899497515,Iris-virginica
+141,5.012752458100387,2.3222082944202653,3.3077498280578164,1.011870519647291,Iris-versicolor
+142,6.814602107721705,3.0,5.835821278576142,2.0847593093929846,Iris-virginica
+143,7.2900818718052784,2.900020613188798,6.3,1.7965103285606556,Iris-virginica
+144,5.816284199771304,2.746275334834952,5.152580703682861,2.299185327266155,Iris-virginica
+145,6.339920754118789,2.8828158403678783,5.235052865217879,1.552997319493172,Iris-virginica
+146,5.509007600308509,2.5138551519859793,4.02840009731584,1.3093199407707836,Iris-versicolor
+147,4.832973571391678,3.02753743910664,1.4549491352661865,0.1,Iris-setosa
+148,6.076335670883882,3.0,4.593907234856087,1.4254535293538815,Iris-versicolor
+149,5.39103122424523,3.7222497806206327,1.4972471089068469,0.19913805906822013,Iris-setosa

iris/tab_ddpm/df/19/train.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1,3.5,1.4,0.2,Iris-setosa
+1,4.9,3.0,1.4,0.2,Iris-setosa
+2,4.7,3.2,1.3,0.2,Iris-setosa
+3,4.6,3.1,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+5,5.4,3.9,1.7,0.4,Iris-setosa
+6,4.6,3.4,1.4,0.3,Iris-setosa
+7,5.0,3.4,1.5,0.2,Iris-setosa
+8,4.4,2.9,1.4,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+11,4.8,3.4,1.6,0.2,Iris-setosa
+12,4.8,3.0,1.4,0.1,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+14,5.8,4.0,1.2,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+16,5.4,3.9,1.3,0.4,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+18,5.7,3.8,1.7,0.3,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+20,5.4,3.4,1.7,0.2,Iris-setosa
+21,5.1,3.7,1.5,0.4,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+26,5.0,3.4,1.6,0.4,Iris-setosa
+27,5.2,3.5,1.5,0.2,Iris-setosa
+28,5.2,3.4,1.4,0.2,Iris-setosa
+29,4.7,3.2,1.6,0.2,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+31,5.4,3.4,1.5,0.4,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+33,5.5,4.2,1.4,0.2,Iris-setosa
+34,4.9,3.1,1.5,0.1,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+37,4.9,3.1,1.5,0.1,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+39,5.1,3.4,1.5,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+41,4.5,2.3,1.3,0.3,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+45,4.8,3.0,1.4,0.3,Iris-setosa
+46,5.1,3.8,1.6,0.2,Iris-setosa
+47,4.6,3.2,1.4,0.2,Iris-setosa
+48,5.3,3.7,1.5,0.2,Iris-setosa
+49,5.0,3.3,1.4,0.2,Iris-setosa
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+100,6.3,3.3,6.0,2.5,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+102,7.1,3.0,5.9,2.1,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+104,6.5,3.0,5.8,2.2,Iris-virginica
+105,7.6,3.0,6.6,2.1,Iris-virginica
+106,4.9,2.5,4.5,1.7,Iris-virginica
+107,7.3,2.9,6.3,1.8,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+109,7.2,3.6,6.1,2.5,Iris-virginica
+110,6.5,3.2,5.1,2.0,Iris-virginica
+111,6.4,2.7,5.3,1.9,Iris-virginica
+112,6.8,3.0,5.5,2.1,Iris-virginica
+113,5.7,2.5,5.0,2.0,Iris-virginica
+114,5.8,2.8,5.1,2.4,Iris-virginica
+115,6.4,3.2,5.3,2.3,Iris-virginica
+116,6.5,3.0,5.5,1.8,Iris-virginica
+117,7.7,3.8,6.7,2.2,Iris-virginica
+118,7.7,2.6,6.9,2.3,Iris-virginica
+119,6.0,2.2,5.0,1.5,Iris-virginica
+120,6.9,3.2,5.7,2.3,Iris-virginica
+121,5.6,2.8,4.9,2.0,Iris-virginica
+122,7.7,2.8,6.7,2.0,Iris-virginica
+123,6.3,2.7,4.9,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+126,6.2,2.8,4.8,1.8,Iris-virginica
+127,6.1,3.0,4.9,1.8,Iris-virginica
+128,6.4,2.8,5.6,2.1,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+130,7.4,2.8,6.1,1.9,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+132,6.4,2.8,5.6,2.2,Iris-virginica
+133,6.3,2.8,5.1,1.5,Iris-virginica
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+136,6.3,3.4,5.6,2.4,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+138,6.0,3.0,4.8,1.8,Iris-virginica
+139,6.9,3.1,5.4,2.1,Iris-virginica
+140,6.7,3.1,5.6,2.4,Iris-virginica
+141,6.9,3.1,5.1,2.3,Iris-virginica
+142,5.8,2.7,5.1,1.9,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+144,6.7,3.3,5.7,2.5,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+146,6.3,2.5,5.0,1.9,Iris-virginica
+147,6.5,3.0,5.2,2.0,Iris-virginica
+148,6.2,3.4,5.4,2.3,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica

iris/tab_ddpm/df/2/synth.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.001493863451196,2.207891534131311,4.980886568747211,1.5083887449715698,Iris-virginica
+1,4.592318037426859,3.6790728134137405,1.0,0.20358159483926763,Iris-setosa
+2,6.325839334899532,2.7987245114556845,5.120247244983141,1.5003557380511188,Iris-virginica
+3,6.855961827794694,2.790545138529059,4.78967021638864,1.3854371860043593,Iris-versicolor
+4,6.299485601949888,3.293476836323018,6.029742827356437,2.499999548861391,Iris-virginica
+5,6.912013332204939,3.1171610516057378,4.8666654372365725,1.4938920183445208,Iris-versicolor
+6,4.794012169029296,3.0950479770630586,1.5973498557247658,0.19642717458323256,Iris-setosa
+7,4.802184105221344,3.3696355047936355,1.5949113487391233,0.19708974168773996,Iris-setosa
+8,6.306171116917051,3.288498469291037,5.986676607294962,2.4999995448714256,Iris-virginica
+9,6.093853112538862,2.983730850269871,4.651397159449261,1.463589448586458,Iris-versicolor
+10,5.017799346406609,3.427808407963095,1.6911686808588098,0.48291567747949815,Iris-setosa
+11,6.3081542576105205,2.812812549522913,5.1186386841587375,1.4870922056989233,Iris-virginica
+12,5.9043706368317395,3.0,4.145150584335058,1.5017735011943865,Iris-versicolor
+13,6.215451268353898,2.80515166967908,4.823900154970199,1.7787441736016893,Iris-virginica
+14,5.588239984549877,2.796119708175785,4.895114564091809,2.0093645165513956,Iris-virginica
+15,5.618345783711859,2.70850753020927,4.202276740427625,1.2981880156932806,Iris-versicolor
+16,6.508372634120892,3.2717705797654513,5.86754793080812,2.499999618201578,Iris-virginica
+17,5.415028340138852,3.7051422588805334,1.5003546659590223,0.19834638726360582,Iris-setosa
+18,7.333092240306336,2.9145656750857327,6.3,1.7974160093078586,Iris-virginica
+19,4.983199997836567,3.4154673751419535,1.6301999511833913,0.43239313778090316,Iris-setosa
+20,7.213547738909699,3.1962736309230326,6.013206285834057,1.8148444975576146,Iris-virginica
+21,6.277281295593361,2.798424579871685,5.076900134983441,1.523094995061732,Iris-virginica
+22,6.014428153672227,2.1969836164178034,4.987844392622651,1.5098186877084152,Iris-virginica
+23,5.793363996474316,2.793606398788286,5.097924443749656,2.408563486668154,Iris-virginica
+24,5.5516157181047125,2.651251834693735,4.142282701855831,1.2849960541383654,Iris-versicolor
+25,5.09438234337237,3.8490360952826452,2.0372582747330714,0.3455881872985863,Iris-setosa
+26,7.11285013807835,3.0,5.893259161063261,2.1241484383144136,Iris-virginica
+27,4.796898313080952,3.396982496297444,2.0406783557574686,0.20078969294205998,Iris-setosa
+28,4.979229427019035,3.468223298875352,1.6205993942445092,0.3815723444368283,Iris-setosa
+29,5.583674867146283,3.0,4.49976270792819,1.4912042480805705,Iris-versicolor
+30,4.688297597795375,3.2149898562625467,1.297443645232161,0.19262497373303294,Iris-setosa
+31,4.6833107371652485,3.199095331756747,1.2917616277586697,0.20036302395863997,Iris-setosa
+32,6.000803126183109,2.2012103492275266,4.009845344069735,0.961101497586957,Iris-versicolor
+33,5.092372957482458,2.5277945173063814,3.306078085313406,1.1447324941177635,Iris-versicolor
+34,7.302388790500689,2.893105194774,6.3,1.7925887475302291,Iris-virginica
+35,5.662680464397566,2.9579051142060697,3.8137444208755644,1.3438657225595603,Iris-versicolor
+36,5.024628515879302,2.329495705821893,3.233259105890472,1.011716778374413,Iris-versicolor
+37,6.474154438096863,3.177091613276593,5.098063141721817,2.003886089286506,Iris-virginica
+38,6.182927852364616,3.0,4.548336773504986,1.3814713126216842,Iris-versicolor
+39,4.99360964670598,3.495888264833053,1.5937300395499414,0.5319660345001872,Iris-setosa
+40,5.633410302270963,3.0,4.4978319804390345,1.4960365712810453,Iris-versicolor
+41,5.7011048104074264,4.4,1.5002255008239966,0.36922869515346546,Iris-setosa
+42,7.173499997826233,3.167284033469584,5.9769765716651,1.7992094262374114,Iris-virginica
+43,4.993382630719516,2.000000519551676,3.5288249830464697,0.9168549035235385,Iris-versicolor
+44,5.591255468927536,2.890617341316766,3.487993793604873,1.3069923056733521,Iris-versicolor
+45,5.105813725847166,2.4822269164736244,3.192074497093798,1.1042541690423384,Iris-versicolor
+46,5.987990737832119,2.677082192960046,5.1347831377351145,1.5988015846212644,Iris-versicolor
+47,6.245044153942673,3.342334266542258,4.665997204508016,1.6377255688391086,Iris-versicolor
+48,6.498270917652305,3.0,5.240284431040763,1.996184266331868,Iris-virginica
+49,4.781494043773085,3.0,1.4036674239620082,0.2970270493153373,Iris-setosa
+50,5.797038468540381,2.925379977726154,4.060198444248918,1.3740325277918166,Iris-versicolor
+51,5.688842822495361,4.399999153384003,1.4949896975292472,0.2999640433008179,Iris-setosa
+52,4.783411744346698,3.4126449587439014,1.694236761039777,0.20088855314686985,Iris-setosa
+53,5.658519562592483,2.734831368497549,4.2380109952509315,1.3324038422684783,Iris-versicolor
+54,4.8144076064361165,3.125472770609486,1.5956953208075895,0.19759745707632165,Iris-setosa
+55,6.400784673133336,2.7984788361608595,5.61010024910813,2.2015492515742676,Iris-virginica
+56,5.452296774547546,3.3973359304104696,1.7148622054847256,0.19772190302835127,Iris-setosa
+57,5.534084237866925,2.6395383129116317,4.321781534504598,1.2488655976333514,Iris-versicolor
+58,5.195649669436412,2.70328514464203,3.907819743102519,1.40285085459556,Iris-versicolor
+59,6.92009835807569,3.225848059345821,5.7054318040308525,2.3138522829949655,Iris-virginica
+60,7.179315380490673,3.578461345073248,6.100005073736837,2.5,Iris-virginica
+61,5.952299941447669,3.0,4.272672146922768,1.4949157995234112,Iris-versicolor
+62,6.360868201551891,3.255008844346617,4.640799970597733,1.5514946496522046,Iris-versicolor
+63,6.001137807131035,2.7062743069477326,5.104417188962453,1.5997703578124085,Iris-versicolor
+64,5.308664109801107,3.5880048202221975,1.5943533255121127,0.21146833259722006,Iris-setosa
+65,5.456494315829341,2.514132167332321,4.001958585847479,1.288323848979357,Iris-versicolor
+66,5.527020581956893,3.0,4.496950911290504,1.4699708952425614,Iris-versicolor
+67,4.984742133896205,2.0,3.5427698956907494,1.0953393752236673,Iris-versicolor
+68,6.286832078869453,3.3102248556642695,4.700489759924767,1.5899369777418666,Iris-versicolor
+69,6.887513968389736,3.1029872431916186,5.099540478540847,2.3098835532458755,Iris-virginica
+70,4.3,3.0,1.1002777927962197,0.1,Iris-setosa
+71,6.452093237630281,3.172258449828386,4.512399888672463,1.5000529156559346,Iris-versicolor
+72,5.615411296919987,2.795960601008262,4.899225020557274,1.9974516115680752,Iris-virginica
+73,5.599639352955586,2.8960807006734184,3.4292399582070496,1.3074885380251569,Iris-versicolor
+74,6.55030474897843,3.0,5.185840791742905,2.024138341432972,Iris-virginica
+75,5.793529915514323,2.684701563718093,5.112837501120996,1.9053077442899224,Iris-virginica
+76,5.191651066243445,2.6818269020558416,3.8865722253504247,1.379287538476522,Iris-versicolor
+77,6.1059302460123925,3.0,4.884632335689844,1.8108055133084795,Iris-virginica
+78,4.896162774895667,3.4183721372278795,1.5552141894169869,0.19674568841649798,Iris-setosa
+79,4.912512209394448,2.5121156991717295,4.519251851029096,1.6959019352936948,Iris-virginica
+80,5.0216173194684615,2.3503481713672936,3.113884238423709,1.0101921718865094,Iris-versicolor
+81,6.8313357432974815,3.0956750916852647,4.891789628289029,1.5000148891842815,Iris-versicolor
+82,4.3,3.0,1.0976998875878485,0.1,Iris-setosa
+83,5.547834107522776,2.423400534565798,3.837939728925126,1.1136595450918292,Iris-versicolor
+84,4.6266465122624965,3.387446440488037,1.3488933495914024,0.293174640390292,Iris-setosa
+85,6.070346753521065,3.0,4.924418336502039,1.814378973119938,Iris-virginica
+86,5.406865644403518,3.0,4.491513669771624,1.5006372365245388,Iris-versicolor
+87,5.228347433470209,2.7058836985772423,3.9329146047616077,1.404705775539865,Iris-versicolor
+88,6.842750582664198,2.794883499303629,4.788076928195825,1.393129148335804,Iris-versicolor
+89,6.483163089252141,3.147729295066877,5.239886030666144,1.922556252711496,Iris-virginica
+90,5.577617366293623,2.672256283630774,4.130262028501834,1.280973434030903,Iris-versicolor
+91,5.032521955408275,2.3083988513419835,3.4528787913753467,1.0141070673205916,Iris-versicolor
+92,5.071151667534991,3.432056232891887,1.4952983229059629,0.20024150995365364,Iris-setosa
+93,5.983880409216776,2.6960398494360063,5.091820299020361,1.5877294960347184,Iris-versicolor
+94,6.79445961489554,2.811838551120438,4.762625447791574,1.4017674372313231,Iris-versicolor
+95,6.0127159130116095,2.7007213193991575,5.081885266200207,1.5976116182268378,Iris-versicolor
+96,6.773097186869276,3.0942110648129657,4.783136453301166,1.5034072636179845,Iris-versicolor
+97,5.979211172907201,2.204560300011715,5.009848371682146,1.4853387612358016,Iris-virginica
+98,4.5989296361907765,3.5991698928783284,1.0000004499553055,0.18732685409929695,Iris-setosa
+99,5.543128591986061,2.4246787237724354,3.8437365374725743,1.112080715840808,Iris-versicolor
+100,6.034187154563663,2.9425934312434636,4.542958429244956,1.4659753626523206,Iris-versicolor
+101,5.46287450767587,2.438651714129452,3.841749597744757,1.1152469857463496,Iris-versicolor
+102,5.490110165588102,3.0,4.49870884869801,1.496964714307904,Iris-versicolor
+103,5.030626351667326,2.000000613206089,3.565118509261357,1.0257639148175646,Iris-versicolor
+104,6.090318993591359,2.85293889275867,4.616362026622364,1.23602524522755,Iris-versicolor
+105,5.789417235061602,2.8231634400429604,5.108269022691923,2.401397958004093,Iris-virginica
+106,4.30000049745807,3.0,1.0995401890440468,0.1,Iris-setosa
+107,5.079863868538069,3.7967831695161345,1.7728010978349709,0.37215445687682225,Iris-setosa
+108,5.977391734391584,2.7153586140960138,3.9295412613942418,1.2714066669083417,Iris-versicolor
+109,5.187201054201372,3.4877667773334626,1.4994069805478443,0.2026381437620844,Iris-setosa
+110,5.7143167759731055,3.7986394664117715,1.656553292712306,0.2983992190621433,Iris-setosa
+111,7.211479817909935,3.619929680970084,6.112584107999421,2.4999996329885787,Iris-virginica
+112,6.036583061541155,2.9358194718888577,4.52394426472942,1.4814823567662576,Iris-versicolor
+113,5.496831232327006,2.5991608420276044,4.420422972817709,1.2109833410111093,Iris-versicolor
+114,4.68527680128939,3.195822565793323,1.3107547968490498,0.2063208325601861,Iris-setosa
+115,4.3,3.0,1.1000752201158643,0.1,Iris-setosa
+116,4.829124925700021,3.3112088411187504,1.359279008685526,0.20688701025836403,Iris-setosa
+117,6.310416523542634,2.5159998892457276,4.984988651995786,1.8846658666654503,Iris-virginica
+118,6.282999151603694,2.7978316368693132,5.096250424561886,1.498663346039066,Iris-virginica
+119,5.35833675446308,3.635698733249191,1.5023372278323428,0.19902292369670155,Iris-setosa
+120,4.592470227729613,3.57248585915477,1.0000004764021602,0.1984110844599047,Iris-setosa
+121,5.5955433035385305,2.6633379787485545,4.182021808006822,1.2651168511878437,Iris-versicolor
+122,6.002424637381317,2.7069826360397045,5.070023414712709,1.5893156407681288,Iris-versicolor
+123,4.5839656804262905,3.63271782781083,1.0000004813741943,0.2083872149451779,Iris-setosa
+124,5.009626572268673,2.0,3.4085767077233955,1.061045200685548,Iris-versicolor
+125,4.82187154192555,3.0163103674119562,1.4601220971814848,0.10000010469550671,Iris-setosa
+126,6.39903407930267,2.807069166038029,5.598663414289882,2.1652747984096026,Iris-virginica
+127,6.2871580011375,3.304890047897162,6.006141252646974,2.4999995801763975,Iris-virginica
+128,7.009961927419385,3.1784340447374158,4.711388297628365,1.4108794427915796,Iris-versicolor
+129,6.364871075788464,3.2497820255586682,4.677031951756696,1.5681400943130186,Iris-versicolor
+130,5.669324928244499,4.399999187666846,1.4889952406383344,0.44628202668969996,Iris-setosa
+131,4.76287671308344,3.1903665605344034,1.404770806389707,0.1946269132900804,Iris-setosa
+132,4.585510583390383,3.6118734057040554,1.0000005842179351,0.1981760977426978,Iris-setosa
+133,6.372491595940742,2.6918395738892102,5.327244195008908,1.9038668278153812,Iris-virginica
+134,6.795898219012145,2.7910049314464116,4.78600229443686,1.3957564941913114,Iris-versicolor
+135,6.819275367388473,3.137531855628854,4.80976905313562,1.4739970550620243,Iris-versicolor
+136,5.602523962054236,2.7978593880754428,4.911759511599164,2.003453614258057,Iris-virginica
+137,6.206637900598402,2.206054630843399,4.530032949154784,1.5012899912264839,Iris-versicolor
+138,5.015129227719028,3.4002873068052586,1.6059808812984118,0.4182109126283847,Iris-setosa
+139,5.987824099507686,2.701530757476946,5.112378396470229,1.5924111177557516,Iris-versicolor
+140,5.598922423063412,2.7211472980769957,4.097192233508036,1.3143011046118502,Iris-versicolor
+141,6.95239544410942,3.2000804900171107,5.752687759281845,2.2810564140957488,Iris-virginica
+142,4.798158515243507,3.400601909156363,1.823937515487142,0.19881851838212314,Iris-setosa
+143,5.41084935981113,3.8978982044794166,1.2872196789184274,0.44558010354748945,Iris-setosa
+144,4.592514004701863,3.1063565445712213,1.4980935211646669,0.20028866549478413,Iris-setosa
+145,5.865763499094928,2.632700238176717,3.981867663626756,1.210199672808534,Iris-versicolor
+146,4.801099989602086,3.0,1.3901472893988391,0.2860883443328236,Iris-setosa
+147,7.2446122616220565,3.6359634852140656,6.104717716570329,2.5,Iris-virginica
+148,5.009523231655716,3.503705359782679,1.596323945280283,0.5653842756757602,Iris-setosa
+149,5.397637413163464,3.653443933475888,1.5031541415364649,0.20264175882227164,Iris-setosa

iris/tab_ddpm/df/2/train.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1,3.5,1.4,0.2,Iris-setosa
+1,4.9,3.0,1.4,0.2,Iris-setosa
+2,4.7,3.2,1.3,0.2,Iris-setosa
+3,4.6,3.1,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+5,5.4,3.9,1.7,0.4,Iris-setosa
+6,4.6,3.4,1.4,0.3,Iris-setosa
+7,5.0,3.4,1.5,0.2,Iris-setosa
+8,4.4,2.9,1.4,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+11,4.8,3.4,1.6,0.2,Iris-setosa
+12,4.8,3.0,1.4,0.1,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+14,5.8,4.0,1.2,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+16,5.4,3.9,1.3,0.4,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+18,5.7,3.8,1.7,0.3,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+20,5.4,3.4,1.7,0.2,Iris-setosa
+21,5.1,3.7,1.5,0.4,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+26,5.0,3.4,1.6,0.4,Iris-setosa
+27,5.2,3.5,1.5,0.2,Iris-setosa
+28,5.2,3.4,1.4,0.2,Iris-setosa
+29,4.7,3.2,1.6,0.2,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+31,5.4,3.4,1.5,0.4,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+33,5.5,4.2,1.4,0.2,Iris-setosa
+34,4.9,3.1,1.5,0.1,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+37,4.9,3.1,1.5,0.1,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+39,5.1,3.4,1.5,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+41,4.5,2.3,1.3,0.3,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+45,4.8,3.0,1.4,0.3,Iris-setosa
+46,5.1,3.8,1.6,0.2,Iris-setosa
+47,4.6,3.2,1.4,0.2,Iris-setosa
+48,5.3,3.7,1.5,0.2,Iris-setosa
+49,5.0,3.3,1.4,0.2,Iris-setosa
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+100,6.3,3.3,6.0,2.5,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+102,7.1,3.0,5.9,2.1,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+104,6.5,3.0,5.8,2.2,Iris-virginica
+105,7.6,3.0,6.6,2.1,Iris-virginica
+106,4.9,2.5,4.5,1.7,Iris-virginica
+107,7.3,2.9,6.3,1.8,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+109,7.2,3.6,6.1,2.5,Iris-virginica
+110,6.5,3.2,5.1,2.0,Iris-virginica
+111,6.4,2.7,5.3,1.9,Iris-virginica
+112,6.8,3.0,5.5,2.1,Iris-virginica
+113,5.7,2.5,5.0,2.0,Iris-virginica
+114,5.8,2.8,5.1,2.4,Iris-virginica
+115,6.4,3.2,5.3,2.3,Iris-virginica
+116,6.5,3.0,5.5,1.8,Iris-virginica
+117,7.7,3.8,6.7,2.2,Iris-virginica
+118,7.7,2.6,6.9,2.3,Iris-virginica
+119,6.0,2.2,5.0,1.5,Iris-virginica
+120,6.9,3.2,5.7,2.3,Iris-virginica
+121,5.6,2.8,4.9,2.0,Iris-virginica
+122,7.7,2.8,6.7,2.0,Iris-virginica
+123,6.3,2.7,4.9,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+126,6.2,2.8,4.8,1.8,Iris-virginica
+127,6.1,3.0,4.9,1.8,Iris-virginica
+128,6.4,2.8,5.6,2.1,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+130,7.4,2.8,6.1,1.9,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+132,6.4,2.8,5.6,2.2,Iris-virginica
+133,6.3,2.8,5.1,1.5,Iris-virginica
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+136,6.3,3.4,5.6,2.4,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+138,6.0,3.0,4.8,1.8,Iris-virginica
+139,6.9,3.1,5.4,2.1,Iris-virginica
+140,6.7,3.1,5.6,2.4,Iris-virginica
+141,6.9,3.1,5.1,2.3,Iris-virginica
+142,5.8,2.7,5.1,1.9,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+144,6.7,3.3,5.7,2.5,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+146,6.3,2.5,5.0,1.9,Iris-virginica
+147,6.5,3.0,5.2,2.0,Iris-virginica
+148,6.2,3.4,5.4,2.3,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica

iris/tab_ddpm/df/20/synth.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.3067329929113916,3.2968548073377884,4.696728212787302,1.6174260774284788,Iris-versicolor
+1,5.492631166094419,3.0,4.497539043995118,1.4962634629413434,Iris-versicolor
+2,6.443980047226269,3.0335077918474296,5.519084108252812,1.7977719117634219,Iris-virginica
+3,6.504354058897964,3.0,5.2312761837104516,1.9928494602039872,Iris-virginica
+4,5.55780144275911,2.662845231311549,4.2540966680330055,1.2739894946997536,Iris-versicolor
+5,7.31362728818528,2.926313473533253,6.3,1.8185753765024832,Iris-virginica
+6,5.798805512337158,3.0,4.220182163310532,1.3737210073356558,Iris-versicolor
+7,7.178129051188792,3.607985806365342,6.100166602462072,2.5,Iris-virginica
+8,5.701603343612613,3.0,4.2015893186878035,1.2078808964412113,Iris-versicolor
+9,5.014222642516413,3.423200408221523,1.599764822261529,0.45379604974472754,Iris-setosa
+10,6.513090002781262,3.190787344778207,5.094320018224806,2.0061411979184327,Iris-virginica
+11,6.111437945078486,3.0,4.932359740803779,1.7881228459533423,Iris-virginica
+12,4.99203986162536,2.000000542852654,3.359374622511395,1.1080691269786018,Iris-versicolor
+13,5.630309070899587,3.0,4.477918943426209,1.5076255040663453,Iris-versicolor
+14,6.309594898239171,3.32671573309256,6.014844763324429,2.5,Iris-virginica
+15,4.808556200410814,3.1126704244808474,1.5922091434150143,0.20149141580150795,Iris-setosa
+16,5.013206159065643,2.519290830273652,4.578403914169713,1.731874881769704,Iris-virginica
+17,5.602582710547253,3.0,4.5092720820981596,1.5013829951510638,Iris-versicolor
+18,7.165860625038906,3.189599275834812,5.994924781060142,1.790935372305153,Iris-virginica
+19,6.492123685210899,3.0,5.802778805584599,2.208168998620851,Iris-virginica
+20,5.577539031180478,2.643699939099333,4.138117632098355,1.2974315941176846,Iris-versicolor
+21,5.382553042196919,3.902548610196568,1.2979919859905995,0.4390165620056383,Iris-setosa
+22,6.02270180716119,2.197943582075323,4.007013925729291,0.9615572537241213,Iris-versicolor
+23,4.899914218222626,3.0846340946863036,1.4914552793903593,0.1,Iris-setosa
+24,5.038789498687689,2.426960315030282,3.2109518449447636,1.0476329083671123,Iris-versicolor
+25,6.180104098130011,2.899596185049142,4.290649417465981,1.3000575824485439,Iris-versicolor
+26,6.19523842053916,2.810419378716433,4.814359783471286,1.8231262733442153,Iris-virginica
+27,5.678928258982632,2.9532485783361,4.159120464546039,1.2697643035842157,Iris-versicolor
+28,5.242844422415177,3.5246034919892564,1.5002104398613303,0.2026005792364651,Iris-setosa
+29,5.884952943036141,3.0,5.098323339796291,1.7993242110878653,Iris-virginica
+30,4.987159878056043,2.0,3.43195364813229,1.008870853204281,Iris-versicolor
+31,4.937427446166317,2.526339039624956,4.520602087787124,1.7060788958095363,Iris-virginica
+32,6.196129399168318,2.1881162644970398,4.504857751754101,1.4987020599128669,Iris-versicolor
+33,6.426720472243487,3.1724668466254857,5.221166031190118,1.9154867715643522,Iris-virginica
+34,7.175879356128565,3.0319872410759356,5.942981391791275,1.9817299401898427,Iris-virginica
+35,5.099699837815809,3.797461231463337,1.5986326819067145,0.20352548362004289,Iris-setosa
+36,5.490865109995974,4.206232767126543,1.3888862477840949,0.19770654788453626,Iris-setosa
+37,7.275606645744853,2.901662855491746,6.29999921345483,1.8090849200159609,Iris-virginica
+38,6.13584538922564,3.0,4.879665472777899,1.7827555285842829,Iris-virginica
+39,6.69350152341198,3.0,5.361182871740457,2.0813823920809345,Iris-virginica
+40,6.6765055490009955,3.2961183110123304,5.744976081288235,2.499999622834104,Iris-virginica
+41,6.296210466062574,2.722933372269736,4.876439173298052,1.7995157126037526,Iris-virginica
+42,6.640558137033107,3.107446618211444,4.653163288916965,1.4952955544459374,Iris-versicolor
+43,6.329960636579498,3.2038731745405147,4.427025053934588,1.4668043295116644,Iris-versicolor
+44,6.800558998035568,2.7969914782356886,4.770301965958556,1.4171414085005336,Iris-versicolor
+45,5.997647883034359,3.416323268687156,4.5199590668907454,1.6090471423014927,Iris-versicolor
+46,4.980574952550033,3.4150593900636634,1.5025075421078964,0.20079318252485948,Iris-setosa
+47,7.318244778314086,2.884502244225528,6.2999992352165,1.8131129176064922,Iris-virginica
+48,4.3,3.0,1.1024403581491895,0.1,Iris-setosa
+49,6.2018205976555745,2.2087423378875903,4.503411081704594,1.5009568417026677,Iris-versicolor
+50,6.196489027612618,2.835218192396709,4.81832773389416,1.7999105506261839,Iris-virginica
+51,7.309865003983958,2.911172984398386,6.3,1.813703665243987,Iris-virginica
+52,5.81469960457101,2.804030626679923,5.112840889050166,2.412408747894988,Iris-virginica
+53,6.000764218428113,2.704908049773719,5.093291983966631,1.603071959758206,Iris-versicolor
+54,5.581520428185714,2.8021292003935345,4.897929800603778,1.9989482473514437,Iris-virginica
+55,4.775585259729159,3.3819361086009248,1.6507091600585433,0.1969042576392352,Iris-setosa
+56,6.105551811794684,2.6007581068873633,5.597038063596526,1.4151504831207,Iris-virginica
+57,5.446432931171225,3.402528403535882,1.5996836622484842,0.20237045776034518,Iris-setosa
+58,7.141688097127277,3.0,5.882488693290164,2.068795578765209,Iris-virginica
+59,6.914130540686203,3.1982334155039407,5.7017831080200425,2.3033818862534123,Iris-virginica
+60,6.879353104707918,3.0952415004900478,4.861153629058053,1.4851248974306208,Iris-versicolor
+61,6.296137418460488,3.2976511802043698,6.00770509858334,2.5,Iris-virginica
+62,5.016362132921194,3.480439367110728,1.2936533486990385,0.31822098530200266,Iris-setosa
+63,6.9126876728431705,3.123621440398072,4.906977171402704,1.5017460952436739,Iris-versicolor
+64,6.30517185429724,2.8036195840508094,5.082177317012111,1.5046768852832186,Iris-virginica
+65,6.092527331099616,2.6049436178201235,5.597953037834791,1.39372002172166,Iris-virginica
+66,7.3037108579564505,2.8821223861524152,6.299999321679658,1.7873572577716392,Iris-virginica
+67,6.396547015857904,2.801460898549216,5.595496884734388,2.1659239647865896,Iris-virginica
+68,4.60713104727525,3.089457634315608,1.498416397430916,0.20069506742531965,Iris-setosa
+69,5.375121647079927,2.370133804840429,3.7533887260915506,1.0953008052048092,Iris-versicolor
+70,7.2985854199291165,2.843707412304291,6.3,1.816632612062856,Iris-virginica
+71,5.609616813935741,2.891215738535421,3.735050829256166,1.300725459018578,Iris-versicolor
+72,4.905786305100415,3.0988797214711803,1.4927196853704123,0.1,Iris-setosa
+73,6.133200748108122,3.0,4.657773398822281,1.3704649100149549,Iris-versicolor
+74,4.814319197726785,3.1272355752257237,1.594519999840533,0.19759989337262757,Iris-setosa
+75,6.3891210301938575,2.890763397668328,5.683809932047951,2.1985850738379242,Iris-virginica
+76,6.439939337356163,2.8689880035402497,5.682672303999289,2.1705120350093994,Iris-virginica
+77,4.3,3.0,1.0867287855470924,0.1,Iris-setosa
+78,5.607454465950071,3.0,4.477356812694157,1.5013715147337483,Iris-versicolor
+79,6.876326701391371,3.119753073044346,5.094393521988947,2.3137393392247327,Iris-virginica
+80,6.779112038988568,3.1278140490394644,4.7108947397456635,1.4632657081899623,Iris-versicolor
+81,6.004291638968054,3.390154469499996,4.488334191013703,1.5976206968717628,Iris-versicolor
+82,4.943030744070431,2.5101804411831248,4.531511196265554,1.7232390730073701,Iris-virginica
+83,5.682905895736911,3.758197400218621,1.5969782363155742,0.2962732552935946,Iris-setosa
+84,5.552882839901483,2.620579437551939,4.4136073175351385,1.209534775329667,Iris-versicolor
+85,6.3925279013309835,2.78701872572786,5.582037091004558,2.1228936678840626,Iris-virginica
+86,4.300000594553128,3.0,1.1025498690459978,0.10000011861840469,Iris-setosa
+87,6.09361393516807,3.0,4.878280875264934,1.805505532968763,Iris-virginica
+88,5.073396351403444,2.482941543305887,3.1768943774602834,1.0770137303041944,Iris-versicolor
+89,5.566692712869629,2.461818872325692,3.8560416966892404,1.0937340114244103,Iris-versicolor
+90,6.763859788841876,2.7988763220134416,4.775937234983612,1.4204542433138037,Iris-versicolor
+91,5.731845607788395,3.8288877780925072,1.818589469518073,0.2856008607946844,Iris-setosa
+92,6.289688635107979,3.2821173418959293,6.0028561172962265,2.5,Iris-virginica
+93,6.6914571442952795,3.0,5.41450191765586,2.0686248118524397,Iris-virginica
+94,6.972130480203203,3.0995633007829713,5.09461304391542,2.2935022365718734,Iris-virginica
+95,6.918739652621893,3.0,5.552399078923185,2.1235743756382917,Iris-virginica
+96,4.700926237074483,3.2373127889807045,1.2847632701573104,0.20810342532387616,Iris-setosa
+97,5.008420582422236,2.0000005675116017,3.565692267084442,1.1008198633401785,Iris-versicolor
+98,5.003315766987629,2.0000004543552716,3.526414088206697,1.0966972908567993,Iris-versicolor
+99,6.3774884332152615,3.1961040122010824,4.506390039295926,1.5157720718143717,Iris-versicolor
+100,5.677385141426705,2.990438091097892,3.8838697434044525,1.3654670166122083,Iris-versicolor
+101,5.73241121308276,3.0,4.472512146923784,1.5048223571088148,Iris-versicolor
+102,6.41019889910777,2.797497781890792,5.593684710496216,2.163612382213415,Iris-virginica
+103,6.307103044609786,2.7814787029089416,5.091458908237717,1.5117953138938325,Iris-virginica
+104,4.798521376912916,3.1060744872472497,1.6725947843853604,0.19866220190310263,Iris-setosa
+105,6.311102573619916,2.784050061384724,5.110140843092206,1.4946499734868675,Iris-virginica
+106,4.987506245877093,2.0,3.553014244449763,1.015468040416603,Iris-versicolor
+107,7.699998781425077,3.0,6.081992248102976,2.3035948945839415,Iris-virginica
+108,5.89067726837821,3.0,5.09324434059294,1.81653768292106,Iris-virginica
+109,5.28617606781813,2.3300619228631017,3.4502550440127457,0.9706999678123582,Iris-versicolor
+110,6.1186648461365145,3.0,4.651596188231471,1.4379957428212378,Iris-versicolor
+111,5.806435494246372,2.6899662223770746,5.103835955893049,1.897213407887709,Iris-virginica
+112,5.547204963680878,2.6568581492884644,4.219788750762951,1.284931492240931,Iris-versicolor
+113,5.581535215073624,2.893630771242088,3.621239711604434,1.2836814914341839,Iris-versicolor
+114,5.55647660509862,2.5704907138180766,4.050584021007599,1.3098215424800486,Iris-versicolor
+115,6.484454704896221,3.2121900926557716,5.12911653714404,1.9554191492495399,Iris-virginica
+116,4.994746989835225,2.298835433247265,3.196489167499611,0.9894688577771051,Iris-versicolor
+117,5.422148488303682,3.8934427272348686,1.482774898434988,0.21986235929808023,Iris-setosa
+118,5.994842168840153,2.7966608924848297,4.54272971383003,1.3274642621272477,Iris-versicolor
+119,5.0184767308757765,2.000000810508961,3.630653483525339,1.0201017563411767,Iris-versicolor
+120,5.342833228168108,3.868965451103438,1.2995127411361431,0.3640973458422227,Iris-setosa
+121,6.094903857053208,2.9158147118446394,4.696799231317502,1.3961850393598714,Iris-versicolor
+122,6.049033159676928,2.8725016399332315,4.584731222914445,1.3845605240997614,Iris-versicolor
+123,4.599219283091612,3.5736084729664777,1.000000450555194,0.1936843980070745,Iris-setosa
+124,5.505029044723753,4.178007154774696,1.408264941884055,0.1998952609133699,Iris-setosa
+125,6.095929531018251,3.0,4.873575801958074,1.7919968476921737,Iris-virginica
+126,6.314680769345483,2.7858026307130457,5.12806518596492,1.4739008350387972,Iris-virginica
+127,4.4032928139661545,2.898470699522062,1.4100806667190857,0.19909144093369616,Iris-setosa
+128,4.588688570390432,3.6288161016643103,1.0,0.19617673693147664,Iris-setosa
+129,5.755622937860541,2.918826813935659,4.253498179796408,1.360244156984848,Iris-versicolor
+130,5.564840759124729,2.817740287439939,3.1005764777747102,1.2788260839576817,Iris-versicolor
+131,4.625485540833562,3.681583679001954,1.0000006586030719,0.19579963692240204,Iris-setosa
+132,6.399638661424702,2.7202578724057167,5.336785705925158,1.9198039316027982,Iris-virginica
+133,6.449056374293338,2.9708451923948234,5.7054360186405955,2.1603943284926572,Iris-virginica
+134,4.589199054164143,3.5937046828639057,1.0,0.19322274767171538,Iris-setosa
+135,4.9795044567514095,2.000000466020321,3.3480791671112167,1.0092751035813758,Iris-versicolor
+136,4.841668351965177,3.0331143686440027,1.4821646044419827,0.10000009878454814,Iris-setosa
+137,5.54763225454899,2.470323046712831,3.873125629943025,1.0973139099362799,Iris-versicolor
+138,7.299223159535198,2.9302722385737976,6.299999303123243,1.7991432624648767,Iris-virginica
+139,7.178171539404265,3.213228896901455,5.99427563261352,1.7969326595628643,Iris-virginica
+140,6.147871728240151,2.636721187637894,5.527350117322304,1.4557782457791457,Iris-virginica
+141,5.502628698666605,2.6084906895811706,4.397631529229343,1.212134270427294,Iris-versicolor
+142,6.519345979951144,3.0,5.515569839712088,1.7928435806604002,Iris-virginica
+143,5.399712251472627,3.7041881650426554,1.4983318829681227,0.20016606643241458,Iris-setosa
+144,5.996240842287,2.2019048214274424,3.9473999628968524,0.9690234551317272,Iris-versicolor
+145,6.327228102162322,3.2518212082829825,4.565252602467634,1.5702968699303799,Iris-versicolor
+146,4.820878249742268,3.0,1.427715383756058,0.1,Iris-setosa
+147,5.95830555741553,2.709518435718234,5.126241372283152,1.5931283065426398,Iris-versicolor
+148,5.6953813612913935,4.399998941021179,1.5012457871459166,0.41974698757086737,Iris-setosa
+149,6.385627930317758,3.112626981899267,5.506148027555896,1.8137344268191342,Iris-virginica

iris/tab_ddpm/df/20/train.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1,3.5,1.4,0.2,Iris-setosa
+1,4.9,3.0,1.4,0.2,Iris-setosa
+2,4.7,3.2,1.3,0.2,Iris-setosa
+3,4.6,3.1,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+5,5.4,3.9,1.7,0.4,Iris-setosa
+6,4.6,3.4,1.4,0.3,Iris-setosa
+7,5.0,3.4,1.5,0.2,Iris-setosa
+8,4.4,2.9,1.4,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+11,4.8,3.4,1.6,0.2,Iris-setosa
+12,4.8,3.0,1.4,0.1,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+14,5.8,4.0,1.2,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+16,5.4,3.9,1.3,0.4,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+18,5.7,3.8,1.7,0.3,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+20,5.4,3.4,1.7,0.2,Iris-setosa
+21,5.1,3.7,1.5,0.4,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+26,5.0,3.4,1.6,0.4,Iris-setosa
+27,5.2,3.5,1.5,0.2,Iris-setosa
+28,5.2,3.4,1.4,0.2,Iris-setosa
+29,4.7,3.2,1.6,0.2,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+31,5.4,3.4,1.5,0.4,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+33,5.5,4.2,1.4,0.2,Iris-setosa
+34,4.9,3.1,1.5,0.1,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+37,4.9,3.1,1.5,0.1,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+39,5.1,3.4,1.5,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+41,4.5,2.3,1.3,0.3,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+45,4.8,3.0,1.4,0.3,Iris-setosa
+46,5.1,3.8,1.6,0.2,Iris-setosa
+47,4.6,3.2,1.4,0.2,Iris-setosa
+48,5.3,3.7,1.5,0.2,Iris-setosa
+49,5.0,3.3,1.4,0.2,Iris-setosa
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+100,6.3,3.3,6.0,2.5,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+102,7.1,3.0,5.9,2.1,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+104,6.5,3.0,5.8,2.2,Iris-virginica
+105,7.6,3.0,6.6,2.1,Iris-virginica
+106,4.9,2.5,4.5,1.7,Iris-virginica
+107,7.3,2.9,6.3,1.8,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+109,7.2,3.6,6.1,2.5,Iris-virginica
+110,6.5,3.2,5.1,2.0,Iris-virginica
+111,6.4,2.7,5.3,1.9,Iris-virginica
+112,6.8,3.0,5.5,2.1,Iris-virginica
+113,5.7,2.5,5.0,2.0,Iris-virginica
+114,5.8,2.8,5.1,2.4,Iris-virginica
+115,6.4,3.2,5.3,2.3,Iris-virginica
+116,6.5,3.0,5.5,1.8,Iris-virginica
+117,7.7,3.8,6.7,2.2,Iris-virginica
+118,7.7,2.6,6.9,2.3,Iris-virginica
+119,6.0,2.2,5.0,1.5,Iris-virginica
+120,6.9,3.2,5.7,2.3,Iris-virginica
+121,5.6,2.8,4.9,2.0,Iris-virginica
+122,7.7,2.8,6.7,2.0,Iris-virginica
+123,6.3,2.7,4.9,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+126,6.2,2.8,4.8,1.8,Iris-virginica
+127,6.1,3.0,4.9,1.8,Iris-virginica
+128,6.4,2.8,5.6,2.1,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+130,7.4,2.8,6.1,1.9,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+132,6.4,2.8,5.6,2.2,Iris-virginica
+133,6.3,2.8,5.1,1.5,Iris-virginica
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+136,6.3,3.4,5.6,2.4,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+138,6.0,3.0,4.8,1.8,Iris-virginica
+139,6.9,3.1,5.4,2.1,Iris-virginica
+140,6.7,3.1,5.6,2.4,Iris-virginica
+141,6.9,3.1,5.1,2.3,Iris-virginica
+142,5.8,2.7,5.1,1.9,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+144,6.7,3.3,5.7,2.5,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+146,6.3,2.5,5.0,1.9,Iris-virginica
+147,6.5,3.0,5.2,2.0,Iris-virginica
+148,6.2,3.4,5.4,2.3,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica

iris/tab_ddpm/df/21/synth.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.145545951447904,3.0,4.919624354600954,1.8425335498565298,Iris-virginica
+1,5.736694517360968,3.7948754356670915,1.5939716928592012,0.2973688240749707,Iris-setosa
+2,6.0046087742255825,2.700356366996231,5.09229662876121,1.5996612837784239,Iris-versicolor
+3,4.778281426587197,3.3415587212102627,1.6651198046563433,0.20118595543097867,Iris-setosa
+4,6.402129090106829,2.7966756096131564,5.628380293578761,2.2082859295404096,Iris-virginica
+5,6.1155541027353255,2.64164613555329,5.519283147954942,1.4264861177840016,Iris-virginica
+6,4.408467647980992,2.877685965772402,1.3938459368456972,0.1995838149665902,Iris-setosa
+7,6.6842171004451485,2.4753183248997113,5.796191715508189,1.8179143168044332,Iris-virginica
+8,5.320917094667888,3.6699659605152446,1.4890424110566705,0.19895585375423347,Iris-setosa
+9,5.008434026478418,3.4517540731273497,1.67283563362295,0.5274010249545922,Iris-setosa
+10,6.050188312185076,2.834761478693313,4.069798210980869,1.3096186626100663,Iris-versicolor
+11,6.092375166169055,2.9224958056947177,4.654696133129129,1.397602525297359,Iris-versicolor
+12,6.512746869814909,3.206831396698868,5.107739696352789,2.0312843197758106,Iris-virginica
+13,6.093928723574011,3.0,4.926829863832653,1.795254795156259,Iris-virginica
+14,6.739548972058533,3.0,5.432589349520387,2.083233993824155,Iris-virginica
+15,6.437835181281763,3.0,5.4601141008092275,1.7388695286001856,Iris-virginica
+16,6.841275040003041,2.794991383844112,4.781176159598066,1.3902544136738815,Iris-versicolor
+17,5.006737595786988,2.30911883964662,3.343300027541844,0.990215441956255,Iris-versicolor
+18,4.3,3.0,1.0896873749644345,0.1,Iris-setosa
+19,6.910412275174335,3.203474038825351,5.71815593155272,2.2889497647087302,Iris-virginica
+20,4.8183838411170115,3.0032838110699,1.451725970617524,0.1000001099786733,Iris-setosa
+21,6.4884940228720005,3.1960658567495046,5.103364519775843,1.9924299878326936,Iris-virginica
+22,5.95893610339085,2.913746364511836,4.487150091293276,1.5041347387037955,Iris-versicolor
+23,4.596668948820273,3.096910636170656,1.491848705957626,0.20037128810987895,Iris-setosa
+24,5.724790000715389,4.4,1.500017671436552,0.37963096912822736,Iris-setosa
+25,5.0564182633842485,3.630409846989722,1.6893481460049349,0.5843999356399402,Iris-setosa
+26,4.3,3.0,1.0901436454254616,0.1,Iris-setosa
+27,5.794206235364879,2.6999628461604255,5.089025599472217,1.8748061779572363,Iris-virginica
+28,5.939826695714602,3.0,5.12630531799429,1.8080039630704607,Iris-virginica
+29,5.9859104438157225,2.718395723061538,5.056203077438527,1.5969404171483361,Iris-versicolor
+30,4.613344356340306,3.6118236748533805,1.0,0.19975051535839655,Iris-setosa
+31,5.351392504437221,3.0,4.506577745233732,1.5029198206256575,Iris-versicolor
+32,5.789167279484845,2.8164682418746905,5.090546983004773,2.4099946622410835,Iris-virginica
+33,4.777336289096708,3.3965965639122366,1.9791996672853096,0.1873423765025381,Iris-setosa
+34,4.638343324215104,3.4022869678451877,1.4114646055906865,0.298739240821738,Iris-setosa
+35,5.028235699867034,3.4222209425461796,1.4908793149371165,0.1986172240498203,Iris-setosa
+36,6.097608121815885,2.792945497069944,4.695921265950862,1.1872412354251074,Iris-versicolor
+37,7.285644577919163,2.8947815178057525,6.299999111876057,1.8251962350095614,Iris-virginica
+38,5.380663691825818,3.734576842367769,1.5022157652232662,0.20070118115514804,Iris-setosa
+39,6.595554922018543,3.0,5.565009339994151,1.8202742712782372,Iris-virginica
+40,4.300000491398694,3.0,1.0995971157652635,0.1000001253509589,Iris-setosa
+41,6.1346423489471436,2.839485848962533,4.155524992126965,1.2951425916461214,Iris-versicolor
+42,5.6755220328025535,3.792299010916709,1.5984214252684357,0.2897998033373034,Iris-setosa
+43,5.505702152678244,2.5944324819157734,4.358965598914789,1.1943088499378003,Iris-versicolor
+44,6.29488106830722,2.708475399572992,4.908465872274315,1.806002005137005,Iris-virginica
+45,6.106712518345873,2.8133121979959297,4.672310523524662,1.2244704452094626,Iris-versicolor
+46,5.050555351861977,2.3380301677758255,3.133613555762654,0.9844756694755183,Iris-versicolor
+47,5.364954591743149,3.6903914922158254,1.5002901160831068,0.20072816777696537,Iris-setosa
+48,6.398981830036043,2.8081180960803387,5.610270875548988,2.172290102537818,Iris-virginica
+49,6.261652560901554,2.53427401681192,5.013350317928059,1.9201240098295849,Iris-virginica
+50,4.670458943541092,3.1810856564629817,1.30841170168016,0.19989149590933875,Iris-setosa
+51,5.7112048845250385,2.9012063092481992,4.201956379624559,1.302834622288815,Iris-versicolor
+52,5.733099085268019,2.9002031029951256,4.237757077061266,1.3145855084256581,Iris-versicolor
+53,6.914365956511342,3.149039024333964,4.762521001593518,1.4312121180528747,Iris-versicolor
+54,4.598803918243252,3.5858218107728073,1.0000004487324807,0.2019445468811695,Iris-setosa
+55,6.706488998159775,2.4900633558544794,5.796189552409124,1.7816642250563834,Iris-virginica
+56,5.0211028923785115,2.2977443916828024,3.207524234701239,1.0184818033595457,Iris-versicolor
+57,4.404207005007224,2.884958894421843,1.4110155265984266,0.2050898249431125,Iris-setosa
+58,4.39334477662681,2.919301360676249,1.3895227739276366,0.19836082842383523,Iris-setosa
+59,5.07112728239741,3.768424664060822,1.6630390109473348,0.4699379784518877,Iris-setosa
+60,6.389880136926646,2.819752173576692,5.595734005773206,2.2324002285199915,Iris-virginica
+61,4.666767052825536,3.1769597942214074,1.3806647583913172,0.1982082165245063,Iris-setosa
+62,5.495682410671378,2.6081644160614417,4.415920046075203,1.2003885300732966,Iris-versicolor
+63,6.297218467205501,2.7033873942954,4.845968936143073,1.8048557824040323,Iris-virginica
+64,5.027491795081097,3.5056886329163084,1.5985448232802721,0.6276699232070835,Iris-setosa
+65,5.530163746932468,2.409782895267152,3.7857355186712236,1.1015699807290624,Iris-versicolor
+66,6.6985609569142595,3.29854397859065,5.7074754264393155,2.5,Iris-virginica
+67,6.048709894557832,2.7628963375440723,4.935879987965825,1.5301421381620632,Iris-versicolor
+68,6.270502864412529,3.321893526613309,4.6840916913520525,1.6153296582207235,Iris-versicolor
+69,4.899114693530193,3.0882545579971423,1.5032677918628932,0.1,Iris-setosa
+70,5.36755011013499,3.6573816927183227,1.5033983661530363,0.2036523638580874,Iris-setosa
+71,4.80384132218636,3.409347784880698,2.1074097214013485,0.19772774225337858,Iris-setosa
+72,6.693935583443564,2.799109662352165,4.738711057952256,1.4479207353546573,Iris-versicolor
+73,5.865313013382368,3.0,5.09763692680592,1.7912028546382477,Iris-virginica
+74,6.169807725060137,3.349340765999502,4.619258925496962,1.6104364834123415,Iris-versicolor
+75,6.0575777421678065,2.9796091922681245,4.638314214832189,1.3777142143283585,Iris-versicolor
+76,6.667889113800097,3.2901533460877945,5.732822300699941,2.4999995539071214,Iris-virginica
+77,7.031677770086226,3.0021634337393928,5.7206266788265046,2.142854075926814,Iris-virginica
+78,6.465544068135269,3.0,5.410285220239125,1.710532868554995,Iris-virginica
+79,7.202782646243273,3.611449917108115,6.0885129318391416,2.5,Iris-virginica
+80,6.775843921025712,3.0,5.485764640026826,2.0805192339975522,Iris-virginica
+81,5.800944950874627,2.7983078528502956,5.091434147628457,2.4156048558561967,Iris-virginica
+82,6.492678004655963,3.0,5.206665839465614,1.9904423276881467,Iris-virginica
+83,7.314247382577027,2.911074459460259,6.3,1.8156307962594744,Iris-virginica
+84,7.699998492252688,3.0,6.071058933786697,2.2973103351975936,Iris-virginica
+85,5.820069877068142,2.7969656816260398,5.094792928846978,2.4000757244809643,Iris-virginica
+86,5.564531297105562,3.0,4.480608123131886,1.4840465747866793,Iris-versicolor
+87,5.986263071651741,2.2130986146320892,3.9845346315354617,0.9824413028103054,Iris-versicolor
+88,5.644986011412044,2.935209091103913,3.7958838324788604,1.3118012946050785,Iris-versicolor
+89,6.396608945920422,2.8010580631488575,5.590675972656941,2.1305971043616525,Iris-virginica
+90,6.202476186762601,2.882880196906198,4.32574920539859,1.2941582330258081,Iris-versicolor
+91,4.995671827959534,3.38377905822672,1.5986808034880766,0.3644940939130514,Iris-setosa
+92,5.438978165160568,2.6036369711293035,4.044207410633647,1.325112633157427,Iris-versicolor
+93,4.898766670866249,3.1244538686049195,1.4968444347545948,0.1,Iris-setosa
+94,5.275582430808299,2.5200238017306154,3.5555129730805706,1.1292754123479338,Iris-versicolor
+95,6.003194766625711,2.9092252772449925,4.531878392793715,1.5010161397304886,Iris-versicolor
+96,5.002258849125958,3.4571131019135115,1.5959378694156225,0.4793248641327275,Iris-setosa
+97,6.466200455262469,3.0,5.809326291142396,2.203743091740292,Iris-virginica
+98,5.958011994565489,2.1760944019924837,3.987646410533678,1.0293524775000165,Iris-versicolor
+99,6.454042369754323,3.177884498353567,4.526164997128155,1.4970587035945213,Iris-versicolor
+100,4.688920893389702,3.2016517183548237,1.2862535055649542,0.20189104427338553,Iris-setosa
+101,6.103013462521918,2.5986250615871835,5.623237654375813,1.4060221230695542,Iris-virginica
+102,6.289118926005333,3.282251665158539,5.992530460359198,2.5,Iris-virginica
+103,6.323404437997626,3.3222168904013056,5.971828597207966,2.4999995872282117,Iris-virginica
+104,6.401332366343,2.774291563981333,5.532683177660549,2.05123084696417,Iris-virginica
+105,6.242221013005668,2.7767508260859635,4.80845711442966,1.7885941277584982,Iris-virginica
+106,6.824057687792586,3.0,5.559679839838067,2.0980644957428463,Iris-virginica
+107,4.3,3.0,1.098793673992634,0.1,Iris-setosa
+108,7.191262410496023,3.195113545508475,5.994033010058291,1.7971943450391763,Iris-virginica
+109,5.6062454010634575,2.4922085554970907,3.902980066486847,1.1147523613226553,Iris-versicolor
+110,6.10742765519539,2.9024425737241533,4.699682270207062,1.3917330324634485,Iris-versicolor
+111,6.009389225457099,2.685704442333762,5.149642051983551,1.6016423502670742,Iris-versicolor
+112,5.685612417326096,4.4,1.505403872214589,0.46218854750534405,Iris-setosa
+113,5.608104581747725,2.8059155547302392,4.893002512286135,1.9748684245977395,Iris-virginica
+114,5.97524843676195,2.862082065272226,4.041280652772841,1.3000561730194762,Iris-versicolor
+115,6.098076006011315,2.811263942075081,4.680384924998482,1.2121600118167588,Iris-versicolor
+116,5.63253256743339,2.7313672966478144,4.149625229440473,1.298425585187609,Iris-versicolor
+117,5.677793081157177,3.775226976381184,1.7063625204123416,0.37677859681658754,Iris-setosa
+118,4.710280101794164,3.139792553086262,1.5477232013630302,0.2014953923311336,Iris-setosa
+119,4.793969273994216,3.0,1.3851197031460538,0.29582925569682456,Iris-setosa
+120,5.108888031620847,3.778399102582072,1.8744122366930653,0.4065897580371399,Iris-setosa
+121,5.066222700200052,3.4400433925226674,1.498684850199157,0.20420551033589807,Iris-setosa
+122,5.875843807996779,3.0,5.11498273224121,1.8099011222940349,Iris-virginica
+123,4.3,3.0,1.0934112449215192,0.1,Iris-setosa
+124,7.333364372327291,2.891500373029767,6.3,1.822896227168218,Iris-virginica
+125,6.1980303599563324,2.9177165104902345,4.309372516972454,1.3071949937380207,Iris-versicolor
+126,6.50817119081117,3.0,5.444573460199134,1.884625416156656,Iris-virginica
+127,5.590859780863502,2.703790079858866,4.190889603984632,1.2842992023604292,Iris-versicolor
+128,7.033665114281385,3.0,5.859249048444848,2.095987800329931,Iris-virginica
+129,6.196483473212396,2.861103909233743,4.262375060758921,1.297589394317189,Iris-versicolor
+130,4.300000836665271,3.0,1.0847620777299145,0.10000012435619969,Iris-setosa
+131,6.093397896826232,2.8315427277067293,4.6995845727165335,1.2395332711628966,Iris-versicolor
+132,4.610038095160528,3.6106454087787263,1.0000006075047323,0.20012835508494856,Iris-setosa
+133,5.61694772538769,2.717123252530212,4.162100030978164,1.297486530059065,Iris-versicolor
+134,6.302286112918355,2.5156000153612013,5.016531284772039,1.9000599261944215,Iris-virginica
+135,6.0653794010638,2.8321798778844474,3.99576558175447,1.3056831427512139,Iris-versicolor
+136,6.505033669672112,3.0,5.089124412318113,1.955640957958675,Iris-virginica
+137,5.6092038414062735,2.5103009493399417,3.9144846157445268,1.1129989467741197,Iris-versicolor
+138,5.078719144547246,2.4805879658035828,2.9336121692254977,1.0690983129049738,Iris-versicolor
+139,5.696030301588169,4.4,1.5088821148665519,0.3656020787611477,Iris-setosa
+140,4.769609951443344,3.2919927150198243,1.2963163136057119,0.21788729136572518,Iris-setosa
+141,4.917979513856866,3.10274110454744,1.5035663676145188,0.1,Iris-setosa
+142,5.679676103559531,4.4,1.4988329692661846,0.31777081482202474,Iris-setosa
+143,6.600994961728496,3.120282732326624,4.607656278153649,1.5031142995246065,Iris-versicolor
+144,4.603237630912862,3.3743364060307885,1.4000323791456342,0.2825466014495665,Iris-setosa
+145,6.490235776212813,3.0,5.501875336263235,1.790126200935747,Iris-virginica
+146,5.728235462395585,4.4,1.5074847869343468,0.29971873782711267,Iris-setosa
+147,5.345156060798465,2.4111629304615443,3.6857729373397823,1.0821426905964862,Iris-versicolor
+148,6.438315808638039,3.1020092221942397,5.522560444429556,1.795705728536589,Iris-virginica
+149,6.317811573684903,3.28467227690693,5.998144856182622,2.4999993932232405,Iris-virginica

iris/tab_ddpm/df/21/train.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1,3.5,1.4,0.2,Iris-setosa
+1,4.9,3.0,1.4,0.2,Iris-setosa
+2,4.7,3.2,1.3,0.2,Iris-setosa
+3,4.6,3.1,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+5,5.4,3.9,1.7,0.4,Iris-setosa
+6,4.6,3.4,1.4,0.3,Iris-setosa
+7,5.0,3.4,1.5,0.2,Iris-setosa
+8,4.4,2.9,1.4,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+11,4.8,3.4,1.6,0.2,Iris-setosa
+12,4.8,3.0,1.4,0.1,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+14,5.8,4.0,1.2,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+16,5.4,3.9,1.3,0.4,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+18,5.7,3.8,1.7,0.3,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+20,5.4,3.4,1.7,0.2,Iris-setosa
+21,5.1,3.7,1.5,0.4,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+26,5.0,3.4,1.6,0.4,Iris-setosa
+27,5.2,3.5,1.5,0.2,Iris-setosa
+28,5.2,3.4,1.4,0.2,Iris-setosa
+29,4.7,3.2,1.6,0.2,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+31,5.4,3.4,1.5,0.4,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+33,5.5,4.2,1.4,0.2,Iris-setosa
+34,4.9,3.1,1.5,0.1,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+37,4.9,3.1,1.5,0.1,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+39,5.1,3.4,1.5,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+41,4.5,2.3,1.3,0.3,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+45,4.8,3.0,1.4,0.3,Iris-setosa
+46,5.1,3.8,1.6,0.2,Iris-setosa
+47,4.6,3.2,1.4,0.2,Iris-setosa
+48,5.3,3.7,1.5,0.2,Iris-setosa
+49,5.0,3.3,1.4,0.2,Iris-setosa
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+100,6.3,3.3,6.0,2.5,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+102,7.1,3.0,5.9,2.1,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+104,6.5,3.0,5.8,2.2,Iris-virginica
+105,7.6,3.0,6.6,2.1,Iris-virginica
+106,4.9,2.5,4.5,1.7,Iris-virginica
+107,7.3,2.9,6.3,1.8,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+109,7.2,3.6,6.1,2.5,Iris-virginica
+110,6.5,3.2,5.1,2.0,Iris-virginica
+111,6.4,2.7,5.3,1.9,Iris-virginica
+112,6.8,3.0,5.5,2.1,Iris-virginica
+113,5.7,2.5,5.0,2.0,Iris-virginica
+114,5.8,2.8,5.1,2.4,Iris-virginica
+115,6.4,3.2,5.3,2.3,Iris-virginica
+116,6.5,3.0,5.5,1.8,Iris-virginica
+117,7.7,3.8,6.7,2.2,Iris-virginica
+118,7.7,2.6,6.9,2.3,Iris-virginica
+119,6.0,2.2,5.0,1.5,Iris-virginica
+120,6.9,3.2,5.7,2.3,Iris-virginica
+121,5.6,2.8,4.9,2.0,Iris-virginica
+122,7.7,2.8,6.7,2.0,Iris-virginica
+123,6.3,2.7,4.9,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+126,6.2,2.8,4.8,1.8,Iris-virginica
+127,6.1,3.0,4.9,1.8,Iris-virginica
+128,6.4,2.8,5.6,2.1,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+130,7.4,2.8,6.1,1.9,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+132,6.4,2.8,5.6,2.2,Iris-virginica
+133,6.3,2.8,5.1,1.5,Iris-virginica
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+136,6.3,3.4,5.6,2.4,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+138,6.0,3.0,4.8,1.8,Iris-virginica
+139,6.9,3.1,5.4,2.1,Iris-virginica
+140,6.7,3.1,5.6,2.4,Iris-virginica
+141,6.9,3.1,5.1,2.3,Iris-virginica
+142,5.8,2.7,5.1,1.9,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+144,6.7,3.3,5.7,2.5,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+146,6.3,2.5,5.0,1.9,Iris-virginica
+147,6.5,3.0,5.2,2.0,Iris-virginica
+148,6.2,3.4,5.4,2.3,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica

iris/tab_ddpm/df/22/synth.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.298341694380908,2.7977372068985376,5.092125353719583,1.4935114286664128,Iris-virginica
+1,6.02217732762289,2.896225884325362,4.572485066681703,1.4454502112947696,Iris-versicolor
+2,4.612506527645057,3.5891195266598155,1.0,0.2108810027558989,Iris-setosa
+3,5.488627190474958,3.0,4.560614771466797,1.497551993355593,Iris-versicolor
+4,5.973545313733154,2.2152370421630243,3.9777773340279405,1.0043546623989386,Iris-versicolor
+5,6.399491973135999,2.7001260828857117,5.304213271574754,1.9091183524608364,Iris-virginica
+6,5.119175838878327,3.8147043220362,1.9111094212666506,0.43103019536944853,Iris-setosa
+7,5.701675001806775,4.4,1.5048532562737476,0.4519002932959495,Iris-setosa
+8,6.132515559455805,2.839280455424265,4.630599488727795,1.2055946565065128,Iris-versicolor
+9,6.371006996608199,3.0972921037575745,5.5013042868676525,1.7989300460558162,Iris-virginica
+10,6.0214033386215,2.877895134238108,4.545540613697472,1.4675008265619918,Iris-versicolor
+11,5.945845797143815,2.924242892975415,4.475132954320454,1.50000402851333,Iris-versicolor
+12,5.48386235498824,3.0,4.499252497818234,1.5024681837351066,Iris-versicolor
+13,6.111305770943259,2.6018867288860212,5.609306005997442,1.3871128859590882,Iris-virginica
+14,5.870620978411028,3.0,4.161051128232715,1.466498428744687,Iris-versicolor
+15,5.985931662957539,2.6877670312530713,5.202039172387397,1.5956344555589388,Iris-versicolor
+16,4.3,3.0,1.089574512269113,0.1,Iris-setosa
+17,6.934838787884134,3.152905528952441,4.736022707449203,1.4505369325661785,Iris-versicolor
+18,6.6335589563377715,3.1106656280359113,4.645541254395449,1.49061126515049,Iris-versicolor
+19,6.087838841466884,2.838080878095749,4.670712093860921,1.235333886522457,Iris-versicolor
+20,6.488912738684436,3.0,5.48064066657442,1.7962931109541984,Iris-virginica
+21,5.207709370651242,2.7008834187958515,3.9060246671117174,1.4086172592421968,Iris-versicolor
+22,6.503726005003028,3.0,5.789465074156859,2.2163070389129764,Iris-virginica
+23,6.441406471429442,3.035485661919507,5.203752012932698,1.9114390517293403,Iris-virginica
+24,5.4996373719135825,2.4069405145976384,3.8059773653931193,1.1242933339653765,Iris-versicolor
+25,6.064167587742884,2.8767698826460486,4.583773116707246,1.2748216964009804,Iris-versicolor
+26,6.421319500011019,2.7985590310383817,5.607962736814277,2.155721648257445,Iris-virginica
+27,4.790481574711714,3.0,1.3689309144170128,0.10000012918885132,Iris-setosa
+28,6.303327069186044,3.2984315710399605,6.034532445577186,2.5,Iris-virginica
+29,4.852574248103145,3.0559764284062867,1.4576424778590988,0.1,Iris-setosa
+30,6.930816079635572,3.163304360176111,4.704127660930206,1.4159555105898973,Iris-versicolor
+31,5.604540735587913,3.0,4.501316316517192,1.5152266019424112,Iris-versicolor
+32,5.988840389021931,2.700240100702556,5.116333602106262,1.611116013371733,Iris-versicolor
+33,4.8097512331271295,3.1124139303512686,1.5978353727131425,0.2003263201643724,Iris-setosa
+34,7.221408976328845,3.1847635371825755,6.013856179891722,1.7889220858103418,Iris-virginica
+35,5.683711669808162,3.0,4.191516673890486,1.1862051636184257,Iris-versicolor
+36,5.628976421878736,2.915305875094752,3.8250315894852327,1.3290494423931631,Iris-versicolor
+37,7.699998778414104,3.0,6.0754685864718105,2.316426230594316,Iris-virginica
+38,6.900806486423308,3.1010650138588023,5.095541017273251,2.29129196379661,Iris-virginica
+39,5.538182485935545,3.0,4.492094721012011,1.5010834227218597,Iris-versicolor
+40,5.650972868040333,2.5269514386308702,3.9491668084912126,1.1173373922003085,Iris-versicolor
+41,4.987379031977626,2.0000004506018216,3.499062483634612,0.9746061026405695,Iris-versicolor
+42,6.868764579648067,3.0990454374450143,4.880369922924672,1.5050197259214795,Iris-versicolor
+43,6.102264143112106,3.0,4.610773107067425,1.397669916039553,Iris-versicolor
+44,5.5288378073056945,2.6257648109072838,4.393923043883752,1.211221770628899,Iris-versicolor
+45,5.521306108755368,3.0,4.49475611814047,1.505629575684041,Iris-versicolor
+46,5.338981743859701,3.6972538703114273,1.5021743808933838,0.20038232402873396,Iris-setosa
+47,5.4912614556245565,2.4122107583510255,3.8248952488774974,1.060310807192752,Iris-versicolor
+48,6.7509385645154785,2.8084205360060834,4.767443781086871,1.422012191204968,Iris-versicolor
+49,6.111787814910315,2.60474883778466,5.571980727900664,1.3844261012109027,Iris-virginica
+50,6.004170263165941,3.385781633409275,4.524993185114547,1.5972597537747497,Iris-versicolor
+51,6.2801108629632845,3.3033387126782148,6.028825348352237,2.5,Iris-virginica
+52,5.714343871722487,2.6732585934818176,5.078804523803661,1.8625527787375102,Iris-virginica
+53,4.3,3.0,1.1175668625601476,0.1,Iris-setosa
+54,4.727278113402921,3.203559745896295,1.2907536791117695,0.19728235744315592,Iris-setosa
+55,6.0092863811831485,2.1979936287858974,4.999480479964731,1.5042349659173313,Iris-virginica
+56,5.9126460432542265,3.0,5.098950590895371,1.8105424724898533,Iris-virginica
+57,4.4391150694683414,3.0,1.4226398380241831,0.19890744144834582,Iris-setosa
+58,6.196982275206011,2.864361140791572,4.291971640061276,1.292633344098181,Iris-versicolor
+59,6.668458350691058,3.3181735237744494,5.717068935759806,2.4999996108858693,Iris-virginica
+60,6.213057587348167,2.7962522276204034,4.793922265008808,1.801499410591066,Iris-virginica
+61,5.664810111636679,2.949222515248405,3.8297839763333377,1.3505358081569012,Iris-versicolor
+62,5.072330079693639,3.7298836687645585,1.5936196112991834,0.20119351416698653,Iris-setosa
+63,7.288397880550111,2.8949347409372725,6.3,1.805824486274136,Iris-virginica
+64,6.419050497077403,3.0939705178423753,5.517922329144984,1.7919919553910721,Iris-virginica
+65,6.302376953352666,2.4751886142013357,4.997909306665013,1.9073213541130358,Iris-virginica
+66,6.679809214463383,3.2887624461691147,5.7138890693112385,2.4999995048684447,Iris-virginica
+67,5.985823883506727,2.6981826418023087,5.10437515968223,1.5992942001735218,Iris-versicolor
+68,5.226040795566721,3.562772401775044,1.4928953452617668,0.22186878698901213,Iris-setosa
+69,6.876356866512401,3.1159023856470682,4.8462953704074465,1.4847534609861648,Iris-versicolor
+70,6.076111014849107,2.935633876163617,4.706698067154291,1.3879472123533938,Iris-versicolor
+71,4.300000705207792,3.0,1.0999589768315292,0.10000011565112278,Iris-setosa
+72,5.805993706824353,2.8093282527104044,5.164908175181738,2.4026798315637636,Iris-virginica
+73,4.789381931213416,3.41343528010863,1.5941060669497225,0.19802192592786277,Iris-setosa
+74,4.993420419368276,2.0000004530362463,3.3902641091137102,0.988563529802126,Iris-versicolor
+75,4.803917166603739,3.0,1.389187059704878,0.10000011057375502,Iris-setosa
+76,4.987970479658351,2.0,3.51487203873122,0.9421602011845838,Iris-versicolor
+77,7.0640745338881406,3.0,5.872253692309861,2.118370996636869,Iris-virginica
+78,6.757742790473501,2.8124593010718857,4.788296564968011,1.4023904186007377,Iris-versicolor
+79,5.078235088894283,2.464322888731703,2.778652929724161,1.0430269217836394,Iris-versicolor
+80,4.998564962316858,3.5046664843116497,1.308676317687211,0.298487870557413,Iris-setosa
+81,5.2544795775456405,2.741834651902754,4.053360900923852,1.3998942947016344,Iris-versicolor
+82,7.297894813612384,2.898348031645657,6.3,1.8595385859830926,Iris-virginica
+83,4.693500636947239,3.2004269050485123,1.3102353930280661,0.1960898657063752,Iris-setosa
+84,6.695863972139788,2.7909156399712107,4.716042125804324,1.4304480196404825,Iris-versicolor
+85,7.699998779432427,3.0,6.098788459334995,2.2879740468373146,Iris-virginica
+86,5.7228423964029815,2.9059178809787722,4.193141186026947,1.3035676145098825,Iris-versicolor
+87,6.9141311982281275,3.1214123479022056,5.135026777809734,2.29502456759224,Iris-virginica
+88,6.715836665371753,2.488429772074958,5.805168088987402,1.7970681029750197,Iris-virginica
+89,5.607988764718339,2.8974991586270775,3.667521807983969,1.30131498274819,Iris-versicolor
+90,4.817159570452042,3.0,1.3738510047272134,0.10000009145951916,Iris-setosa
+91,7.046237234572678,3.2289313837920988,4.7024352553824675,1.3968129028586898,Iris-versicolor
+92,6.112328632827903,2.8152059353042898,4.063271167812906,1.3099176812109485,Iris-versicolor
+93,4.617427923175513,3.1394265089715514,1.4896196829135022,0.21319251226159264,Iris-setosa
+94,6.29061888965158,2.8290596529729193,5.110722653591,1.5110137776551231,Iris-virginica
+95,6.280343587800281,2.712324886979487,4.8752028360287625,1.7869586467569614,Iris-virginica
+96,5.45731184028304,2.3909034212675495,3.796303954355885,1.103618232520047,Iris-versicolor
+97,4.822272412348967,3.4417113952815046,1.3399703816924151,0.3140753371305178,Iris-setosa
+98,6.487664707853326,3.0,5.216834653490658,1.9942633388983435,Iris-virginica
+99,6.583158333351678,3.1357287581073234,4.598589923989581,1.5014955303044875,Iris-versicolor
+100,6.865268871570514,3.0,5.522520084778062,2.1041123164788216,Iris-virginica
+101,4.810141633841632,3.0,1.3999655869289882,0.1,Iris-setosa
+102,4.603034247874471,3.5421222367898997,1.0,0.20769474621640796,Iris-setosa
+103,5.887979803647052,3.0,4.207532956113083,1.5035069894997724,Iris-versicolor
+104,5.11809256910507,3.8310116035565662,1.5982823326435212,0.19529711520406995,Iris-setosa
+105,6.0810980733667295,2.988184654429363,4.668151745614065,1.3947009064450786,Iris-versicolor
+106,6.694402301529422,2.790835917446742,4.718821042356936,1.43260468870451,Iris-versicolor
+107,6.680153568137037,2.4605634959392093,5.810213199253571,1.819647505341997,Iris-virginica
+108,5.5874045883608625,2.918435214451816,3.5414562336652198,1.2911782832394612,Iris-versicolor
+109,4.996719959543917,2.281392164783897,3.3337830507568293,1.0348126280757093,Iris-versicolor
+110,6.479091975174198,3.0,5.78071495995666,2.1959056214939583,Iris-virginica
+111,5.685020076661609,4.4,1.4975820414948653,0.42981794869092976,Iris-setosa
+112,6.502757103470459,3.0,5.255648620552412,2.005871644284029,Iris-virginica
+113,6.891313649888947,3.18358505944399,5.7321971200868,2.2837425006935925,Iris-virginica
+114,6.909452755141706,3.197673668505966,5.714741266585615,2.266156731141598,Iris-virginica
+115,7.196387291391621,3.5640907792198417,6.094323168141364,2.499999620164656,Iris-virginica
+116,7.112626430309006,3.232716676180014,5.990208110260805,1.8003230409501956,Iris-virginica
+117,5.555244716216054,2.6661106901412217,4.275583264192675,1.257791227542741,Iris-versicolor
+118,5.763137862108928,2.701616830290084,5.094246391306178,1.8937024683726844,Iris-virginica
+119,4.882562543404119,3.0836767751439407,1.4905607019715164,0.10000009024186596,Iris-setosa
+120,6.299976330910079,2.799774488086661,5.092316833039445,1.5059075378442073,Iris-virginica
+121,5.782865045672572,2.81583614421287,5.083729304513525,2.38433957840621,Iris-virginica
+122,5.780404113758848,2.6053367602495046,4.030246992225145,1.1941084316738797,Iris-versicolor
+123,6.397118179113103,2.7916410914349026,5.58197202479929,2.117794406316427,Iris-virginica
+124,5.806332933148678,2.8008659369609474,5.096747227590581,2.3982574040105717,Iris-virginica
+125,4.988940202714968,3.3985963868423616,1.6090866461120275,0.4086415239977691,Iris-setosa
+126,4.9878497570524445,3.4940814417004344,1.3058854654470742,0.2936462955067692,Iris-setosa
+127,5.585500090696609,2.6845111883822406,4.251393505143553,1.2833474786902666,Iris-versicolor
+128,6.990143696848194,3.208701074353472,4.691158252672652,1.399773042171741,Iris-versicolor
+129,5.202704354498346,2.7133068208205895,3.9446592804710088,1.406327612987754,Iris-versicolor
+130,4.931544280341146,3.3503275309479603,1.4650542136171516,0.19906470897152317,Iris-setosa
+131,6.481349414263464,2.8073401567466187,4.603556335927603,1.4897211000193213,Iris-versicolor
+132,6.202730940096306,2.1987120298187266,4.4982555133046995,1.5069356172597155,Iris-versicolor
+133,5.500061732374998,3.0,4.531400207386241,1.5056725284058472,Iris-versicolor
+134,6.423903801265841,3.1199981843041806,5.481275885412714,1.7979911429642617,Iris-virginica
+135,6.278712307121659,2.7227821748221954,4.878041542419124,1.8029877544354975,Iris-virginica
+136,6.4755120085147615,3.0,5.7421508576880536,2.1863272957294067,Iris-virginica
+137,4.610379452834017,3.602773644964045,1.0,0.19959363545678774,Iris-setosa
+138,5.292385189390419,3.577489926019539,1.4929546266986398,0.19744258479876958,Iris-setosa
+139,5.981463671796386,3.395712848315438,4.509815432689425,1.6050805032524949,Iris-versicolor
+140,7.2980544388104835,2.9125468659752496,6.3,1.7852757549658034,Iris-virginica
+141,5.907381052095732,3.0,5.0941670285330405,1.8088393015629016,Iris-virginica
+142,4.6917700526720765,3.2286978081224014,1.303873216496424,0.19810661857482276,Iris-setosa
+143,6.148302986984705,3.0,4.623946710907467,1.4155683637583028,Iris-versicolor
+144,4.3,3.0,1.0988335369447113,0.1,Iris-setosa
+145,7.298108076471727,2.8983904823125646,6.2999993080697205,1.8029357000306157,Iris-virginica
+146,5.033400457344886,2.319048833418215,3.155205358262929,0.9309436897957506,Iris-versicolor
+147,4.7694594091754166,3.0,1.3944815575035256,0.1000000948172453,Iris-setosa
+148,7.323519573411944,2.9138515270468806,6.3,1.752128106552924,Iris-virginica
+149,5.545362576123503,2.4452939921243453,3.8376574608360454,1.0687054140685255,Iris-versicolor

iris/tab_ddpm/df/22/train.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1,3.5,1.4,0.2,Iris-setosa
+1,4.9,3.0,1.4,0.2,Iris-setosa
+2,4.7,3.2,1.3,0.2,Iris-setosa
+3,4.6,3.1,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+5,5.4,3.9,1.7,0.4,Iris-setosa
+6,4.6,3.4,1.4,0.3,Iris-setosa
+7,5.0,3.4,1.5,0.2,Iris-setosa
+8,4.4,2.9,1.4,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+11,4.8,3.4,1.6,0.2,Iris-setosa
+12,4.8,3.0,1.4,0.1,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+14,5.8,4.0,1.2,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+16,5.4,3.9,1.3,0.4,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+18,5.7,3.8,1.7,0.3,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+20,5.4,3.4,1.7,0.2,Iris-setosa
+21,5.1,3.7,1.5,0.4,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+26,5.0,3.4,1.6,0.4,Iris-setosa
+27,5.2,3.5,1.5,0.2,Iris-setosa
+28,5.2,3.4,1.4,0.2,Iris-setosa
+29,4.7,3.2,1.6,0.2,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+31,5.4,3.4,1.5,0.4,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+33,5.5,4.2,1.4,0.2,Iris-setosa
+34,4.9,3.1,1.5,0.1,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+37,4.9,3.1,1.5,0.1,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+39,5.1,3.4,1.5,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+41,4.5,2.3,1.3,0.3,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+45,4.8,3.0,1.4,0.3,Iris-setosa
+46,5.1,3.8,1.6,0.2,Iris-setosa
+47,4.6,3.2,1.4,0.2,Iris-setosa
+48,5.3,3.7,1.5,0.2,Iris-setosa
+49,5.0,3.3,1.4,0.2,Iris-setosa
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+100,6.3,3.3,6.0,2.5,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+102,7.1,3.0,5.9,2.1,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+104,6.5,3.0,5.8,2.2,Iris-virginica
+105,7.6,3.0,6.6,2.1,Iris-virginica
+106,4.9,2.5,4.5,1.7,Iris-virginica
+107,7.3,2.9,6.3,1.8,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+109,7.2,3.6,6.1,2.5,Iris-virginica
+110,6.5,3.2,5.1,2.0,Iris-virginica
+111,6.4,2.7,5.3,1.9,Iris-virginica
+112,6.8,3.0,5.5,2.1,Iris-virginica
+113,5.7,2.5,5.0,2.0,Iris-virginica
+114,5.8,2.8,5.1,2.4,Iris-virginica
+115,6.4,3.2,5.3,2.3,Iris-virginica
+116,6.5,3.0,5.5,1.8,Iris-virginica
+117,7.7,3.8,6.7,2.2,Iris-virginica
+118,7.7,2.6,6.9,2.3,Iris-virginica
+119,6.0,2.2,5.0,1.5,Iris-virginica
+120,6.9,3.2,5.7,2.3,Iris-virginica
+121,5.6,2.8,4.9,2.0,Iris-virginica
+122,7.7,2.8,6.7,2.0,Iris-virginica
+123,6.3,2.7,4.9,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+126,6.2,2.8,4.8,1.8,Iris-virginica
+127,6.1,3.0,4.9,1.8,Iris-virginica
+128,6.4,2.8,5.6,2.1,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+130,7.4,2.8,6.1,1.9,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+132,6.4,2.8,5.6,2.2,Iris-virginica
+133,6.3,2.8,5.1,1.5,Iris-virginica
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+136,6.3,3.4,5.6,2.4,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+138,6.0,3.0,4.8,1.8,Iris-virginica
+139,6.9,3.1,5.4,2.1,Iris-virginica
+140,6.7,3.1,5.6,2.4,Iris-virginica
+141,6.9,3.1,5.1,2.3,Iris-virginica
+142,5.8,2.7,5.1,1.9,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+144,6.7,3.3,5.7,2.5,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+146,6.3,2.5,5.0,1.9,Iris-virginica
+147,6.5,3.0,5.2,2.0,Iris-virginica
+148,6.2,3.4,5.4,2.3,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica

iris/tab_ddpm/df/23/synth.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.526387236597215,2.6203025291733364,4.3838038600349,1.2214332884983243,Iris-versicolor
+1,6.4811018360936945,3.1804299113863697,4.518065691928582,1.494340495134609,Iris-versicolor
+2,7.225522839061474,3.6256804624191403,6.102733538630901,2.5,Iris-virginica
+3,5.512962812329908,2.539299813080195,4.027078622369255,1.3088547558251196,Iris-versicolor
+4,7.198008377340626,3.1869806125074693,6.011271995182561,1.7935274142193645,Iris-virginica
+5,5.9079325594898835,3.0,4.212356384564669,1.5076959481108705,Iris-versicolor
+6,6.971186889148802,3.1784050269622206,4.700140192161159,1.4009700398577822,Iris-versicolor
+7,6.473619364814948,3.130995656951858,5.1126921396329745,1.9693040480055517,Iris-virginica
+8,4.904020488882679,2.4812171495992557,4.561077028662617,1.6937717730685056,Iris-virginica
+9,5.465066329478088,2.4080933150935455,3.8022164182360623,1.0643712655098978,Iris-versicolor
+10,5.010403132192719,3.4224936503576795,1.5982754644198611,0.5020067183123149,Iris-setosa
+11,5.439207790535519,3.0,4.5561375023468775,1.4881831993505599,Iris-versicolor
+12,5.999580856100501,2.193035422758457,3.9670968996531393,0.9797472353815146,Iris-versicolor
+13,5.175361251850339,3.553770002770446,1.5394371537623452,0.19989813359462177,Iris-setosa
+14,6.777589311235082,2.7894608235460945,4.782526793331133,1.3980257319466067,Iris-versicolor
+15,6.716939355594631,2.5102379768069865,5.800254152209869,1.8005701217989136,Iris-virginica
+16,6.485029567261939,3.0,5.487552576848724,1.8126708067832817,Iris-virginica
+17,4.802271533720741,3.333272108637723,1.3390175207610746,0.20151172276450902,Iris-setosa
+18,6.895188092738124,3.1013667597086196,4.881568697535964,1.5033691334647423,Iris-versicolor
+19,6.3135901616289,2.5098470683088725,4.997324730398894,1.8965956768826067,Iris-virginica
+20,6.787555628143328,2.8043164990982175,4.782476886352431,1.4066345294362486,Iris-versicolor
+21,5.932822820290924,2.870013698585752,4.440879955552589,1.4587476047900154,Iris-versicolor
+22,4.80179642750061,3.0,1.397166843428388,0.29890389181789273,Iris-setosa
+23,4.300000609004494,3.0,1.0910015628592944,0.1,Iris-setosa
+24,5.210385168797011,2.643746212835094,3.870921249358878,1.3666543209196071,Iris-versicolor
+25,7.271699739894468,2.888503711172244,6.3,1.7902306823426908,Iris-virginica
+26,6.5363803113772905,3.18004261991789,4.535395046512897,1.489143162255805,Iris-versicolor
+27,6.784081829882576,2.809336197104136,4.766467711759784,1.3921328994693205,Iris-versicolor
+28,6.191437553228565,2.883233043435438,4.23381551149529,1.3030923220870712,Iris-versicolor
+29,6.484577804510415,3.0,5.490323897369492,1.7927832354632176,Iris-virginica
+30,4.3,3.0,1.0950589999161568,0.1,Iris-setosa
+31,5.309602784547822,3.651263828048525,1.4942465834633272,0.20070121484116707,Iris-setosa
+32,4.629595865394997,3.421579100163935,1.4904188849156936,0.3209249820353722,Iris-setosa
+33,7.037876176836181,3.199690220054798,4.655306336155028,1.3821956294402233,Iris-versicolor
+34,6.707484415878132,3.2948870312674736,5.716367028915518,2.4999996239928732,Iris-virginica
+35,6.535657818321102,3.0,5.229624388977851,2.02444897126522,Iris-virginica
+36,5.623930964542351,3.0,4.487567108636448,1.5010439575280006,Iris-versicolor
+37,4.588790963105028,3.639125570850182,1.00000048745767,0.19871453243585585,Iris-setosa
+38,6.906512778132792,3.2009850093428565,5.664493408314568,2.2959383571152014,Iris-virginica
+39,4.865308380769645,3.0618364884229265,1.490351918428356,0.1,Iris-setosa
+40,5.710687457064261,4.4,1.4937438804084555,0.3459874015562969,Iris-setosa
+41,5.611245216278017,2.7016120655622227,4.230017141249383,1.299929332936318,Iris-versicolor
+42,5.31262324444689,3.713701066884866,1.4997829997063064,0.2019552834608744,Iris-setosa
+43,4.799424180498854,3.3995291295307313,1.7275536976744863,0.19761067164929913,Iris-setosa
+44,4.602457281809799,3.3996959934426574,1.4056083622852078,0.29868986175611834,Iris-setosa
+45,6.201672176257629,2.779759702510895,4.825504087965052,1.7865491154601763,Iris-virginica
+46,6.251516781729791,3.316071548922127,4.682487811638034,1.6096915434359838,Iris-versicolor
+47,5.593676360941417,2.7861638184426245,3.7570892755000638,1.2655721296497318,Iris-versicolor
+48,5.995934162891387,2.2146065817813674,4.02240565423511,1.0147904248590554,Iris-versicolor
+49,7.020700894066494,3.197220358755238,4.696929939795537,1.3844036452218547,Iris-versicolor
+50,5.887895480203212,3.0,4.194881379127721,1.4723864079204751,Iris-versicolor
+51,6.112145621323589,3.0,4.90455256582885,1.8167899016228535,Iris-virginica
+52,6.100571071132213,2.613465367589291,5.586466400128673,1.399881529179417,Iris-virginica
+53,4.396429454667091,2.889123852574843,1.3799164917300992,0.19786241032275376,Iris-setosa
+54,6.304838989620866,2.4603284474604274,5.025458383636394,1.9036326466036217,Iris-virginica
+55,5.852407874669146,3.0,5.077863655485801,1.7969797278170812,Iris-virginica
+56,5.9945730700842494,2.202249169998635,5.009340514881283,1.4951621581856989,Iris-virginica
+57,4.599044032525418,3.395043635779476,1.3919713529456321,0.3335356723451103,Iris-setosa
+58,4.811171182566064,3.0,1.3875300507134072,0.1,Iris-setosa
+59,5.978860921187139,2.7013995895687373,5.082528574808183,1.6064335546147528,Iris-versicolor
+60,6.636841474747513,3.2860564659168587,5.734844366322709,2.4999995502286403,Iris-virginica
+61,6.523876245116234,2.8101502446939706,4.616877564966879,1.5086393322638219,Iris-versicolor
+62,6.312377870096186,2.8290924940878663,5.08181672172811,1.4711651198451858,Iris-virginica
+63,6.673465921814599,2.5089890974030613,5.765371595599111,1.7968958023920154,Iris-virginica
+64,6.015288472973533,2.6958349093752743,5.08109609954158,1.620888927409158,Iris-versicolor
+65,6.159572529147671,2.9132265592308713,4.817009615593616,1.7962453158953058,Iris-virginica
+66,5.09039413542939,2.4385725101623645,2.881817184867689,1.0379314493539207,Iris-versicolor
+67,5.107664938382835,3.805132475599946,1.6022197953923554,0.20159837093589494,Iris-setosa
+68,7.311802387746066,2.933533272181924,6.3,1.7992222765595043,Iris-virginica
+69,5.233830937656456,3.5764638402315923,1.4979248887661665,0.2063519115976279,Iris-setosa
+70,7.223222722238405,3.5255088988904006,6.118026445500696,2.5,Iris-virginica
+71,4.897088562741423,2.505225958706007,4.506642311954451,1.7085525831314576,Iris-virginica
+72,6.08928526996434,2.8911790428561113,4.670451658154065,1.4451757263023979,Iris-versicolor
+73,6.498957901565841,3.1684611689499937,4.5355342982270805,1.4975416171861946,Iris-versicolor
+74,4.986674695726413,2.2774475417770987,3.3404803763744937,1.0370382751518321,Iris-versicolor
+75,6.094262584194538,2.8470348913973593,4.6931910432736705,1.348822232964629,Iris-versicolor
+76,7.699999037746544,3.0,6.1122127283359875,2.311332866256874,Iris-virginica
+77,4.7990658880267825,3.0,1.3855448754403623,0.3056403907001908,Iris-setosa
+78,6.208422175336348,2.889473890742571,4.286920771901858,1.3064468050490998,Iris-versicolor
+79,5.63092728877149,3.0,4.524008245565878,1.4801096996371295,Iris-versicolor
+80,6.110632896717109,2.9963141941792824,4.674347163153531,1.4106932901131195,Iris-versicolor
+81,6.092815050347514,2.601415871785335,5.596355341822809,1.4026074915263265,Iris-virginica
+82,6.3911286780779815,2.8131639154461867,5.609047719124846,2.122710004590119,Iris-virginica
+83,5.509518775367601,2.5156505485993064,4.039929281512898,1.317611582294578,Iris-versicolor
+84,5.687681091546089,3.0,4.233751796546424,1.2066032282358883,Iris-versicolor
+85,6.498894836871346,3.194368323868855,5.080602897139064,1.994228686507504,Iris-virginica
+86,4.471537319012527,3.0,1.4570958510516416,0.1977761549618815,Iris-setosa
+87,5.6894064349103175,2.880176491191668,4.190642867952625,1.2916002756878617,Iris-versicolor
+88,6.273851189926557,3.305702235968814,4.712957271212538,1.6108279335669222,Iris-versicolor
+89,7.188251904602873,3.593868822235698,6.108240636316912,2.4999995501435195,Iris-virginica
+90,6.365905827756807,2.603174017507064,5.1524771508982345,1.890904235027395,Iris-virginica
+91,6.461669650163011,2.9461637430529457,5.664153772821821,2.085355298093369,Iris-virginica
+92,5.862482475774636,2.9360893473287772,4.336804797240933,1.440762333930412,Iris-versicolor
+93,6.303592780400582,3.3063977102410833,6.024129733819401,2.49999962519328,Iris-virginica
+94,5.100044501664896,3.76991436765619,1.8433945666288294,0.5368998033488387,Iris-setosa
+95,4.599495802350464,3.385268449491008,1.3916397282467654,0.29593133857246146,Iris-setosa
+96,6.155060885027795,2.8728564411588153,4.27053884778355,1.2692349430250847,Iris-versicolor
+97,5.627790116607503,2.710265510605781,4.231978505674954,1.3136003447872777,Iris-versicolor
+98,6.247830949789931,2.7990419070251007,5.020201770120212,1.5834615376568228,Iris-virginica
+99,6.314726306220681,2.6997278852770177,4.911149410866356,1.791062559174848,Iris-virginica
+100,7.3406528855281366,2.9486614190113407,6.3,1.790058848073934,Iris-virginica
+101,6.92581273307307,3.09568052149836,5.140357660347763,2.296930683069834,Iris-virginica
+102,6.300872865606397,2.6526218813930478,4.909381674185314,1.8066055262175174,Iris-virginica
+103,6.105379050319049,2.9925288856828294,4.663419815915427,1.4177840026721535,Iris-versicolor
+104,6.108921080933797,3.0,4.581887120519068,1.3757756195842947,Iris-versicolor
+105,6.41062041347189,3.0892401245654972,5.500133708464451,1.784600527449862,Iris-virginica
+106,6.72299653858117,3.332786059737752,5.738352905195428,2.5,Iris-virginica
+107,5.498644119110216,4.203036271512976,1.3988227739103514,0.20235193978688068,Iris-setosa
+108,7.138809937974094,3.0,5.9155304287575445,2.097763014313603,Iris-virginica
+109,6.308343438737362,2.7915447601968393,5.098390910258061,1.5054434596550603,Iris-virginica
+110,4.7172677018531655,3.22014288956851,1.3047725393792988,0.2024602276840086,Iris-setosa
+111,6.311642539448767,3.3047221325002027,4.705460394294392,1.5982404900550065,Iris-versicolor
+112,5.414396593940561,3.7414262194148185,1.4993813676564909,0.2016445944937742,Iris-setosa
+113,6.115912848503031,2.9989617392238546,4.65993562095398,1.3976950506915016,Iris-versicolor
+114,6.501638053235592,3.0,5.1932085636914165,2.0080004135232405,Iris-virginica
+115,5.169009018091321,3.5227040213214043,1.5009841808860631,0.20067816987775935,Iris-setosa
+116,5.577890524324626,2.8057409564479068,4.850083088008295,1.9951152502824447,Iris-virginica
+117,5.481922229559795,4.112433640164056,1.4217434317877375,0.19073350578433412,Iris-setosa
+118,5.005714833273334,2.0,3.416637425297858,1.0427694127973364,Iris-versicolor
+119,5.54731555169642,3.0,4.482555454005669,1.495205145512426,Iris-versicolor
+120,5.887648081395977,3.0,4.184085408270185,1.503951350368763,Iris-versicolor
+121,4.813081763886229,3.0,1.4050099653435901,0.1,Iris-setosa
+122,6.307864540922637,3.3069662318377753,4.658780268457511,1.5793521881514854,Iris-versicolor
+123,6.059841912922795,3.0,4.989859267018495,1.7934843543093713,Iris-virginica
+124,4.614293417524088,3.101528135944319,1.5037837103982121,0.19849983672436242,Iris-setosa
+125,7.7,3.0,6.083661747233045,2.3117695335936355,Iris-virginica
+126,5.0811506733528065,2.456385168779785,3.118007138143973,1.1087500743260201,Iris-versicolor
+127,6.519820436401854,3.0,5.246727839002978,2.0048460985425787,Iris-virginica
+128,5.663411400793197,3.0,4.496010348617784,1.507196402456469,Iris-versicolor
+129,7.21317266472192,3.1964612708522084,5.9888944193443585,1.8201644007865885,Iris-virginica
+130,4.56711828044149,3.617626308648469,1.0,0.1992011154280916,Iris-setosa
+131,5.084215411532804,2.4813733002271925,2.845339296294475,1.0905040773620933,Iris-versicolor
+132,6.0833801607782325,3.3684021375501634,4.545440246167875,1.6189046389400878,Iris-versicolor
+133,5.981712629404615,2.7016160479730082,5.0974764233563254,1.5907541151631863,Iris-versicolor
+134,6.596647140696763,2.8095294740396657,4.63940173250196,1.4981926747515066,Iris-versicolor
+135,7.699999004896114,3.0,6.119480451853475,2.3132492103879283,Iris-virginica
+136,4.809016409920729,3.112479680750367,1.5988760883665052,0.19909275778340585,Iris-setosa
+137,7.2121291480778655,3.59232455612844,6.096364683987637,2.5,Iris-virginica
+138,5.5449700224265,2.446173383438605,3.8100333494901357,1.0702142467718976,Iris-versicolor
+139,4.906422820996449,2.496932878768449,4.5246320379146745,1.6953065585391573,Iris-virginica
+140,6.281320159589511,3.3030168824380004,4.698038394016152,1.617611111285591,Iris-versicolor
+141,4.798192811579709,3.4015642526302807,1.5974717994035674,0.19965843735119343,Iris-setosa
+142,5.389310366179359,3.8476082015030957,1.3164412841926438,0.4446874830913512,Iris-setosa
+143,5.390088583831785,2.398675368414211,3.7377843621385156,1.1122532384386254,Iris-versicolor
+144,6.729590441299795,3.0,5.396648930574422,2.0992648431569094,Iris-virginica
+145,5.996811694180955,2.191157977425701,4.988944782940642,1.4601326532285799,Iris-virginica
+146,4.768789182274387,3.0,1.3800157890602405,0.1,Iris-setosa
+147,4.801956717635514,3.4051870478671002,1.604245067512023,0.20208790909142432,Iris-setosa
+148,6.947036480745575,3.107359284432868,5.089365852925134,2.3029976817519207,Iris-virginica
+149,5.082491435749777,3.786741867017044,1.598272118035875,0.19997821865657595,Iris-setosa

iris/tab_ddpm/df/23/train.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1,3.5,1.4,0.2,Iris-setosa
+1,4.9,3.0,1.4,0.2,Iris-setosa
+2,4.7,3.2,1.3,0.2,Iris-setosa
+3,4.6,3.1,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+5,5.4,3.9,1.7,0.4,Iris-setosa
+6,4.6,3.4,1.4,0.3,Iris-setosa
+7,5.0,3.4,1.5,0.2,Iris-setosa
+8,4.4,2.9,1.4,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+11,4.8,3.4,1.6,0.2,Iris-setosa
+12,4.8,3.0,1.4,0.1,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+14,5.8,4.0,1.2,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+16,5.4,3.9,1.3,0.4,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+18,5.7,3.8,1.7,0.3,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+20,5.4,3.4,1.7,0.2,Iris-setosa
+21,5.1,3.7,1.5,0.4,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+26,5.0,3.4,1.6,0.4,Iris-setosa
+27,5.2,3.5,1.5,0.2,Iris-setosa
+28,5.2,3.4,1.4,0.2,Iris-setosa
+29,4.7,3.2,1.6,0.2,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+31,5.4,3.4,1.5,0.4,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+33,5.5,4.2,1.4,0.2,Iris-setosa
+34,4.9,3.1,1.5,0.1,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+37,4.9,3.1,1.5,0.1,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+39,5.1,3.4,1.5,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+41,4.5,2.3,1.3,0.3,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+45,4.8,3.0,1.4,0.3,Iris-setosa
+46,5.1,3.8,1.6,0.2,Iris-setosa
+47,4.6,3.2,1.4,0.2,Iris-setosa
+48,5.3,3.7,1.5,0.2,Iris-setosa
+49,5.0,3.3,1.4,0.2,Iris-setosa
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+100,6.3,3.3,6.0,2.5,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+102,7.1,3.0,5.9,2.1,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+104,6.5,3.0,5.8,2.2,Iris-virginica
+105,7.6,3.0,6.6,2.1,Iris-virginica
+106,4.9,2.5,4.5,1.7,Iris-virginica
+107,7.3,2.9,6.3,1.8,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+109,7.2,3.6,6.1,2.5,Iris-virginica
+110,6.5,3.2,5.1,2.0,Iris-virginica
+111,6.4,2.7,5.3,1.9,Iris-virginica
+112,6.8,3.0,5.5,2.1,Iris-virginica
+113,5.7,2.5,5.0,2.0,Iris-virginica
+114,5.8,2.8,5.1,2.4,Iris-virginica
+115,6.4,3.2,5.3,2.3,Iris-virginica
+116,6.5,3.0,5.5,1.8,Iris-virginica
+117,7.7,3.8,6.7,2.2,Iris-virginica
+118,7.7,2.6,6.9,2.3,Iris-virginica
+119,6.0,2.2,5.0,1.5,Iris-virginica
+120,6.9,3.2,5.7,2.3,Iris-virginica
+121,5.6,2.8,4.9,2.0,Iris-virginica
+122,7.7,2.8,6.7,2.0,Iris-virginica
+123,6.3,2.7,4.9,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+126,6.2,2.8,4.8,1.8,Iris-virginica
+127,6.1,3.0,4.9,1.8,Iris-virginica
+128,6.4,2.8,5.6,2.1,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+130,7.4,2.8,6.1,1.9,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+132,6.4,2.8,5.6,2.2,Iris-virginica
+133,6.3,2.8,5.1,1.5,Iris-virginica
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+136,6.3,3.4,5.6,2.4,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+138,6.0,3.0,4.8,1.8,Iris-virginica
+139,6.9,3.1,5.4,2.1,Iris-virginica
+140,6.7,3.1,5.6,2.4,Iris-virginica
+141,6.9,3.1,5.1,2.3,Iris-virginica
+142,5.8,2.7,5.1,1.9,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+144,6.7,3.3,5.7,2.5,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+146,6.3,2.5,5.0,1.9,Iris-virginica
+147,6.5,3.0,5.2,2.0,Iris-virginica
+148,6.2,3.4,5.4,2.3,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica

iris/tab_ddpm/df/24/synth.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.598274264525389,3.4165107670231074,1.4175668172578764,0.29709903142754307,Iris-setosa
+1,5.422390304299442,3.0,4.495740542793738,1.499573901297473,Iris-versicolor
+2,6.843241037293629,3.093211873808568,5.11081389848394,2.2938591809993256,Iris-virginica
+3,6.293188542533786,3.283161214777454,5.961848182650989,2.499999603340984,Iris-virginica
+4,5.380272088301819,3.0,4.494615153103168,1.4989800752854512,Iris-versicolor
+5,4.962936237048102,3.3712826856885814,1.495369819086042,0.19702212277120953,Iris-setosa
+6,6.003890842160916,2.2011801503502575,4.999728751703078,1.48617684037794,Iris-virginica
+7,7.699999072299953,3.0,6.1079314584878635,2.3052672152132327,Iris-virginica
+8,5.001252521130062,2.0,3.2508619583427487,1.0306041793529859,Iris-versicolor
+9,5.754004995170644,2.9349711243973364,4.237291883264157,1.3242227660972772,Iris-versicolor
+10,5.500676821602781,2.4201400074017294,3.8131638227213127,1.086346296538782,Iris-versicolor
+11,5.606409436626211,2.922125657884674,3.73949626307556,1.2950713277679375,Iris-versicolor
+12,5.000096552472303,2.0,3.662134719970631,1.039216516203553,Iris-versicolor
+13,5.742279058633637,3.0,4.181547650476888,1.2268871627985418,Iris-versicolor
+14,6.876938876799493,3.2018790024071975,5.7098197989294235,2.280890702407674,Iris-virginica
+15,5.873291923835771,3.0,4.336953378334516,1.382355185104694,Iris-versicolor
+16,7.146085653355313,3.1796238216040127,5.971092141798761,1.7850396527361747,Iris-virginica
+17,5.637037369906992,2.5329613893317475,3.9536006989522696,1.1312430839965937,Iris-versicolor
+18,5.100014786704702,3.7865940863502496,1.5899142029148867,0.20474411028157907,Iris-setosa
+19,6.1143394771762365,3.0,4.9029311723420825,1.8000253968826943,Iris-virginica
+20,4.580422876690297,3.627465455910161,1.0,0.195675429372529,Iris-setosa
+21,5.593651160063194,2.7929273703058644,4.889447816146674,1.9908279251911918,Iris-virginica
+22,6.418237913522313,3.2042471952174103,4.518383535258253,1.5001831894253757,Iris-versicolor
+23,4.792532447677693,3.0,1.412057030181619,0.31536675328020297,Iris-setosa
+24,5.017754488747675,2.316907653011976,3.253584431528569,1.0678733003039222,Iris-versicolor
+25,5.372454830324848,3.7009694207740793,1.4985944354106109,0.1986127201549076,Iris-setosa
+26,4.69180057588896,3.1782515220088294,1.2798521190769088,0.1979225605169057,Iris-setosa
+27,5.336189619360739,3.4427294107510056,1.5981853019447803,0.19993812489462953,Iris-setosa
+28,6.324623724500911,3.3117410223341017,5.992948985258308,2.4999994369478293,Iris-virginica
+29,5.15273831470089,2.7115089434187376,3.8666520385567926,1.4002148441595006,Iris-versicolor
+30,5.197118146355373,2.684251914334966,3.8601671726390423,1.3828105523753966,Iris-versicolor
+31,4.8979306719329845,3.089660522696873,1.491425534151217,0.1,Iris-setosa
+32,6.527450501461538,3.0,5.498143014046467,1.8121046313988487,Iris-virginica
+33,5.066083239151625,3.7811000016688014,1.5962668441863404,0.20260783525213116,Iris-setosa
+34,6.70840857064688,3.3142248869426747,5.7596112797163315,2.5,Iris-virginica
+35,5.692676043055317,3.0,4.217085340335197,1.2116506036721706,Iris-versicolor
+36,5.524704138667533,2.405312621417602,3.8042525906408358,1.1009746716935376,Iris-versicolor
+37,5.680383697376313,4.399999041827964,1.494582071160577,0.43359999197451204,Iris-setosa
+38,6.329463848693842,3.2774868696759727,4.684830687711606,1.6055063369726825,Iris-versicolor
+39,6.001403379006967,2.6953270312521207,5.127912342693424,1.611596976642739,Iris-versicolor
+40,6.534445958020571,3.0,5.308026695416563,1.9579217042717643,Iris-virginica
+41,6.239101448502349,2.793710436425548,4.804284021269299,1.8029142320062626,Iris-virginica
+42,6.29358037598888,2.812902294711985,5.062209000006301,1.5246237729956744,Iris-virginica
+43,5.506015173189579,2.4282920577827527,3.8010522900727404,1.0529893720191377,Iris-versicolor
+44,6.972747158842114,3.0,5.651397472488756,2.126730574050133,Iris-virginica
+45,6.106987603957138,2.8222474177727284,4.0428371230723625,1.3259257793765087,Iris-versicolor
+46,4.80626784760544,3.0,1.4292465056234007,0.1,Iris-setosa
+47,5.311902382173401,3.5785732200629443,1.498387956599485,0.2002543739131771,Iris-setosa
+48,6.311224637171737,2.7944837167698315,5.089021735199122,1.5009874627435567,Iris-virginica
+49,7.283849036931489,2.901561286584728,6.3,1.79221373017627,Iris-virginica
+50,6.497112380814576,2.801274353858153,4.625037477647692,1.4912883142705209,Iris-versicolor
+51,5.023398288094281,3.501526438797072,1.3001187962163372,0.31748497116650143,Iris-setosa
+52,4.973299852835648,3.4606165789048697,1.5900953425104183,0.5609085299872303,Iris-setosa
+53,6.54061183396469,3.0,5.200015802086868,2.023163868389591,Iris-virginica
+54,6.246998545438552,3.2975200688593733,4.672890121117738,1.6178922804554143,Iris-versicolor
+55,6.524356822758154,3.0,5.222797540986109,1.9961160338457993,Iris-virginica
+56,5.00259991541289,2.0,3.5676977966215118,0.9369434885532799,Iris-versicolor
+57,6.057530848091237,3.0,4.529329765084138,1.353133981128554,Iris-versicolor
+58,6.247807746029381,2.7618216886654814,4.81104503545943,1.8010833672743018,Iris-virginica
+59,6.008370528209173,2.7021329821959146,5.129986713567388,1.608344997846588,Iris-versicolor
+60,4.9992871464959245,3.50272687567898,1.2869706960604457,0.3041989100771248,Iris-setosa
+61,6.7866960923901045,3.1361805258828013,4.75167593210228,1.486173091432479,Iris-versicolor
+62,6.253704857291615,2.7367695895869084,4.847451305566104,1.8051633390254833,Iris-virginica
+63,6.743142818936029,3.115472159768008,4.775243794973356,1.507149147055489,Iris-versicolor
+64,5.019286252149668,2.4015156201104833,3.1209865291980217,1.0456959060180797,Iris-versicolor
+65,6.158071464394222,2.8430793547645474,4.196782414779546,1.286606324082938,Iris-versicolor
+66,5.315250928280892,3.3924391798409252,1.5982384259035587,0.20315676539501573,Iris-setosa
+67,5.557585848234624,2.4989881639608553,3.9734421342209423,1.275839356163888,Iris-versicolor
+68,6.574709375254898,3.1447597774322533,4.593498183599761,1.496841629849062,Iris-versicolor
+69,4.697073872157061,3.1990180552631102,1.2958348882074109,0.19763123614920047,Iris-setosa
+70,5.578763491360054,2.463783224813497,3.882602097701637,1.060222710529554,Iris-versicolor
+71,4.804741994817241,3.124290229209918,1.6498677742950723,0.2022632248705478,Iris-setosa
+72,5.361763098401916,3.882562531790979,1.3017898052963328,0.4281487507139484,Iris-setosa
+73,6.682104964856462,3.2992347704450613,5.662085337563839,2.5,Iris-virginica
+74,7.7,3.0,6.112950785628028,2.298051166673561,Iris-virginica
+75,6.266652552585066,3.3028837374628104,5.994954885879839,2.5,Iris-virginica
+76,6.374801356053437,3.0912642084474378,5.482313697229507,1.8049894848088937,Iris-virginica
+77,6.01114600878791,3.4040920006913784,4.49358211468289,1.5989325562474435,Iris-versicolor
+78,5.347480341137768,3.8763824489270307,1.3141081736908413,0.42770201163400023,Iris-setosa
+79,7.289567500905223,2.9045173485351206,6.3,1.7988020316281927,Iris-virginica
+80,4.803459187582828,3.0,1.403192030505163,0.2912410479465297,Iris-setosa
+81,6.890091710723555,3.1215569375947947,5.228373647031557,2.297914900166659,Iris-virginica
+82,5.0609752210138135,3.718667868907187,1.8407668249818103,0.46801598243959447,Iris-setosa
+83,5.5085456450391845,2.4972732983846475,3.956330251472361,1.2989680366059386,Iris-versicolor
+84,5.780968641462673,2.7032293148066144,5.098695377834111,1.9009381300264,Iris-virginica
+85,5.617818142735886,2.506200322153967,3.896986062483976,1.1281237412684475,Iris-versicolor
+86,4.793478581710263,3.3966804711407264,1.5922238642685946,0.19531508093920297,Iris-setosa
+87,5.191599743028812,2.6931383522639525,3.954020367042918,1.39712338098348,Iris-versicolor
+88,5.55640096027445,3.0,4.475661563898311,1.4961217561302134,Iris-versicolor
+89,6.2006237561026145,2.1946313794401147,4.481708070039251,1.4974671752998374,Iris-versicolor
+90,6.018296135070609,2.697626231042692,5.097468921960344,1.5929147476125753,Iris-versicolor
+91,5.382387668138258,3.8680042744559153,1.309625063059428,0.3707935601365925,Iris-setosa
+92,6.550803465686072,3.0,5.238550850556364,2.00859981142847,Iris-virginica
+93,5.373147786782029,3.3812991304258033,1.6897697448570417,0.19788180438395359,Iris-setosa
+94,5.890252423560033,3.0,5.116595280526633,1.787497543210977,Iris-virginica
+95,5.234954639222841,2.701460854738378,3.8130794489573163,1.3902799911068342,Iris-versicolor
+96,6.478709517290197,3.0,5.201051465046851,2.009893714174025,Iris-virginica
+97,4.816308388220018,3.395041976298966,1.6240614832817795,0.1998304693586832,Iris-setosa
+98,5.804981634643297,3.0,4.138116916852287,1.3974124895542788,Iris-versicolor
+99,6.296428115592496,3.2840080863115166,5.982410848536763,2.499999638519035,Iris-virginica
+100,5.372615953346987,3.4080854112788472,1.7440582930763202,0.20268103163561071,Iris-setosa
+101,6.656961660100933,2.5070261392538447,5.843588616868315,1.7922880894943987,Iris-virginica
+102,4.787484909962843,3.3937280012808255,1.6236100866796548,0.1997655932131239,Iris-setosa
+103,6.709357510045506,3.25959060989934,5.696982033733759,2.5,Iris-virginica
+104,6.508837432248899,3.298991321612399,5.889847563760454,2.4999996318863174,Iris-virginica
+105,6.934096415132026,3.183441191406098,4.69467748175903,1.3905302595930076,Iris-versicolor
+106,5.770474709136201,2.798573855321034,5.086576276448001,2.4012880166629436,Iris-virginica
+107,5.5228218656346355,2.4232054175817668,3.8139101069457433,1.0478007418594568,Iris-versicolor
+108,6.725956323754989,2.500164185124728,5.813292611283716,1.8432160412768928,Iris-virginica
+109,4.811013381185638,3.4125406007681063,1.7544636573456944,0.20218976248711412,Iris-setosa
+110,5.297385801581349,2.511242926276373,3.530186810078082,1.0802480404595538,Iris-versicolor
+111,5.6962280973999375,2.928069302094743,4.2119074955600135,1.31286765730665,Iris-versicolor
+112,7.295198857424202,2.9068594152770966,6.299999219292898,1.782333731460988,Iris-virginica
+113,5.0520323410377115,2.380357447947996,3.104321480027388,1.082376698410153,Iris-versicolor
+114,4.4019223434285415,2.901437081681378,1.419483987342749,0.19889515895851062,Iris-setosa
+115,6.035918077564751,2.86852972999217,4.588552334648118,1.3900650761455253,Iris-versicolor
+116,6.110743145547576,3.377793283716805,4.57430730475097,1.5971640496688249,Iris-versicolor
+117,4.536665714084918,3.0491319708736837,1.495549381475416,0.2043866875937294,Iris-setosa
+118,5.443992759038495,2.4004967146867875,3.7584549263432154,1.1192445774909374,Iris-versicolor
+119,5.733137030859602,2.924906249473764,4.211419072277829,1.3061413368115207,Iris-versicolor
+120,5.590258508906871,3.0,4.482278423264019,1.5035352823828172,Iris-versicolor
+121,6.2860552961362055,3.305937194877471,5.998278745794156,2.5,Iris-virginica
+122,6.08360673901237,3.0,4.922643898524052,1.7987324852987465,Iris-virginica
+123,5.031245095746507,3.545967367207319,1.709567783750029,0.4385818409280378,Iris-setosa
+124,6.48929216385555,3.2108882755190016,5.088586022124597,1.9849048616054328,Iris-virginica
+125,6.386458030588409,2.690566832574767,5.270357749149567,1.875473812552463,Iris-virginica
+126,4.300000561628879,3.0,1.0981419969113035,0.10000009673829768,Iris-setosa
+127,5.130356694812994,3.482924361428324,1.4978929681578776,0.20059358529006435,Iris-setosa
+128,6.30676587220403,2.8118329719694395,5.108296824219284,1.4802235180393264,Iris-virginica
+129,5.899446340966427,3.0,5.12313054080149,1.7921722800241986,Iris-virginica
+130,6.016429437401812,2.2056841809053105,4.036831623360152,1.0354502853236283,Iris-versicolor
+131,4.732124194894032,3.2137530710456397,1.301597496624976,0.20345279775414843,Iris-setosa
+132,6.8611020523041795,3.11026461927544,4.896192634533836,1.5010907136507414,Iris-versicolor
+133,5.699105836993102,4.4,1.4960335763275017,0.40416379398146673,Iris-setosa
+134,7.699999138506135,3.0,6.086282336530088,2.2977368305234247,Iris-virginica
+135,5.099884209805026,3.8257850215844456,1.5987836898305348,0.20347541491643314,Iris-setosa
+136,5.359092609028396,3.4008842330794367,1.7757025279775653,0.20005022860677446,Iris-setosa
+137,5.87012738307982,3.0,5.091622817036016,1.792027594782538,Iris-virginica
+138,5.9871338666136,2.216857051994718,4.0066704861966045,1.026652122738089,Iris-versicolor
+139,6.104889229813622,2.5932433533333663,5.605295842783814,1.425737936946097,Iris-virginica
+140,5.716275899269719,2.9207401185489594,4.216761495619018,1.2987422735893275,Iris-versicolor
+141,4.714663967585957,3.210803273622252,1.3103397414028768,0.2010387983948096,Iris-setosa
+142,4.544166080266067,3.0437301286054335,1.4889894569489013,0.20037369189444273,Iris-setosa
+143,5.409330101383971,3.4166357772021425,1.720706138809018,0.19924896048254415,Iris-setosa
+144,5.583846571021695,2.6823468841284095,4.211250047970001,1.2789658038653928,Iris-versicolor
+145,5.264758741777158,2.7132357827033435,3.8987761652217876,1.3900415866708933,Iris-versicolor
+146,5.359921422856476,3.8809877820351324,1.2976331826950884,0.3711562885905144,Iris-setosa
+147,5.717089458604869,3.0,4.1911933448016425,1.1970797136079236,Iris-versicolor
+148,6.737871030030609,2.444577850538347,5.827845937786397,1.7974714014498765,Iris-virginica
+149,7.372115272581166,2.968150697086508,6.3,1.7902156250294685,Iris-virginica

iris/tab_ddpm/df/24/train.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1,3.5,1.4,0.2,Iris-setosa
+1,4.9,3.0,1.4,0.2,Iris-setosa
+2,4.7,3.2,1.3,0.2,Iris-setosa
+3,4.6,3.1,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+5,5.4,3.9,1.7,0.4,Iris-setosa
+6,4.6,3.4,1.4,0.3,Iris-setosa
+7,5.0,3.4,1.5,0.2,Iris-setosa
+8,4.4,2.9,1.4,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+11,4.8,3.4,1.6,0.2,Iris-setosa
+12,4.8,3.0,1.4,0.1,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+14,5.8,4.0,1.2,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+16,5.4,3.9,1.3,0.4,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+18,5.7,3.8,1.7,0.3,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+20,5.4,3.4,1.7,0.2,Iris-setosa
+21,5.1,3.7,1.5,0.4,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+26,5.0,3.4,1.6,0.4,Iris-setosa
+27,5.2,3.5,1.5,0.2,Iris-setosa
+28,5.2,3.4,1.4,0.2,Iris-setosa
+29,4.7,3.2,1.6,0.2,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+31,5.4,3.4,1.5,0.4,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+33,5.5,4.2,1.4,0.2,Iris-setosa
+34,4.9,3.1,1.5,0.1,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+37,4.9,3.1,1.5,0.1,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+39,5.1,3.4,1.5,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+41,4.5,2.3,1.3,0.3,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+45,4.8,3.0,1.4,0.3,Iris-setosa
+46,5.1,3.8,1.6,0.2,Iris-setosa
+47,4.6,3.2,1.4,0.2,Iris-setosa
+48,5.3,3.7,1.5,0.2,Iris-setosa
+49,5.0,3.3,1.4,0.2,Iris-setosa
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+100,6.3,3.3,6.0,2.5,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+102,7.1,3.0,5.9,2.1,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+104,6.5,3.0,5.8,2.2,Iris-virginica
+105,7.6,3.0,6.6,2.1,Iris-virginica
+106,4.9,2.5,4.5,1.7,Iris-virginica
+107,7.3,2.9,6.3,1.8,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+109,7.2,3.6,6.1,2.5,Iris-virginica
+110,6.5,3.2,5.1,2.0,Iris-virginica
+111,6.4,2.7,5.3,1.9,Iris-virginica
+112,6.8,3.0,5.5,2.1,Iris-virginica
+113,5.7,2.5,5.0,2.0,Iris-virginica
+114,5.8,2.8,5.1,2.4,Iris-virginica
+115,6.4,3.2,5.3,2.3,Iris-virginica
+116,6.5,3.0,5.5,1.8,Iris-virginica
+117,7.7,3.8,6.7,2.2,Iris-virginica
+118,7.7,2.6,6.9,2.3,Iris-virginica
+119,6.0,2.2,5.0,1.5,Iris-virginica
+120,6.9,3.2,5.7,2.3,Iris-virginica
+121,5.6,2.8,4.9,2.0,Iris-virginica
+122,7.7,2.8,6.7,2.0,Iris-virginica
+123,6.3,2.7,4.9,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+126,6.2,2.8,4.8,1.8,Iris-virginica
+127,6.1,3.0,4.9,1.8,Iris-virginica
+128,6.4,2.8,5.6,2.1,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+130,7.4,2.8,6.1,1.9,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+132,6.4,2.8,5.6,2.2,Iris-virginica
+133,6.3,2.8,5.1,1.5,Iris-virginica
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+136,6.3,3.4,5.6,2.4,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+138,6.0,3.0,4.8,1.8,Iris-virginica
+139,6.9,3.1,5.4,2.1,Iris-virginica
+140,6.7,3.1,5.6,2.4,Iris-virginica
+141,6.9,3.1,5.1,2.3,Iris-virginica
+142,5.8,2.7,5.1,1.9,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+144,6.7,3.3,5.7,2.5,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+146,6.3,2.5,5.0,1.9,Iris-virginica
+147,6.5,3.0,5.2,2.0,Iris-virginica
+148,6.2,3.4,5.4,2.3,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica

iris/tab_ddpm/df/25/synth.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.3910736645888155,3.51538848642545,1.524138617443619,0.19281741312693101,Iris-setosa
+1,6.207412360964796,2.1465553159994135,4.51065350664043,1.4877864675173937,Iris-versicolor
+2,4.57623283731143,3.588861912338646,1.0,0.19634824068414683,Iris-setosa
+3,7.327327608511164,2.877410393687319,6.3,1.8037599689176123,Iris-virginica
+4,6.202545129639806,2.8340307714615025,4.8143978449193785,1.793119392256593,Iris-virginica
+5,6.115890148382231,2.798340947046288,4.689138402480615,1.2039468695231377,Iris-versicolor
+6,7.259869576906398,2.928881871330441,6.299999167283482,1.7984956307635285,Iris-virginica
+7,4.809290711801918,3.1144634210958464,1.5801166199176468,0.20202113106201441,Iris-setosa
+8,5.093548065746359,3.8274086044304734,1.9885909290774935,0.4223562146374744,Iris-setosa
+9,6.499932527988779,3.0,5.7523214473698,2.2079995184959316,Iris-virginica
+10,5.37012793316731,3.7272173628836516,1.5034412603670642,0.1995067454069171,Iris-setosa
+11,5.993873349467603,2.2016077094388122,4.011681211960819,0.9359506145746437,Iris-versicolor
+12,6.5264711304380105,2.8239756556076485,4.605204563745156,1.4844368845459908,Iris-versicolor
+13,4.897000732814276,2.4997234834604325,4.509865147393972,1.7146141352414948,Iris-virginica
+14,6.490225923648454,3.0,5.783585435841153,2.2036400644031584,Iris-virginica
+15,6.000413139379686,2.7044969062218978,5.068456337431236,1.5964222556879786,Iris-versicolor
+16,6.875149181958871,3.202120492695052,5.687216965673717,2.300696270780638,Iris-virginica
+17,7.23097439229524,3.5658065155064422,6.129006336804182,2.5,Iris-virginica
+18,6.827455366168284,2.815358025720685,4.790668011457472,1.3793363295776386,Iris-versicolor
+19,6.894584824727474,3.0924548191383896,5.113511845945718,2.2912003113598165,Iris-virginica
+20,7.185168000640296,3.1966061879683094,6.0026111767860435,1.8235788019030728,Iris-virginica
+21,7.143131867063615,3.0273314136931275,5.917995058810757,2.0228657835931476,Iris-virginica
+22,5.677945706795662,2.8629304183510746,4.164866881467341,1.2955926080975162,Iris-versicolor
+23,4.891968099842014,2.492209247719608,4.541903291410452,1.7113024837953381,Iris-virginica
+24,4.3,3.0,1.0966173104597512,0.1,Iris-setosa
+25,7.325484302124606,2.9178152889809326,6.3,1.8201494716309246,Iris-virginica
+26,5.390221398508542,3.0,4.506497278770518,1.498150920153421,Iris-versicolor
+27,5.472851476178111,2.400900723563025,3.8103706794307026,1.0952432571881157,Iris-versicolor
+28,5.477644766843732,4.178168426042047,1.3984234764005714,0.19645076659009345,Iris-setosa
+29,7.196004574893778,3.5615475841968953,6.081257630939708,2.499999638461575,Iris-virginica
+30,7.053187879040656,3.0,5.856030197119128,2.091547459992725,Iris-virginica
+31,6.458560250340806,3.0,5.174080327319137,1.9843141101933983,Iris-virginica
+32,6.486208098869205,2.8195513057432615,4.589554338636637,1.5007108756392857,Iris-versicolor
+33,4.7892217612900865,3.383410511010406,1.6635224823019763,0.20336070912428228,Iris-setosa
+34,5.999317601152523,2.2003110949497353,4.025855345015825,1.0872256699068519,Iris-versicolor
+35,6.498068257975896,3.0,5.788683283329342,2.2011669765708635,Iris-virginica
+36,6.4581168457524285,2.8323445034138794,4.584946330153474,1.4863572052008331,Iris-versicolor
+37,6.1283733382284735,2.8632255473166706,4.727340589776368,1.3365314629921619,Iris-versicolor
+38,6.212535931111006,2.2036200388172977,4.483762912713192,1.4846523697024927,Iris-versicolor
+39,5.75866141706293,2.71696309144657,5.05093380328289,1.8885543124821782,Iris-virginica
+40,6.304265026746604,2.526137653475392,5.032844430626153,1.9104722678308799,Iris-virginica
+41,6.506339898191683,3.201816248019246,5.102258683262101,2.0060223035741367,Iris-virginica
+42,6.114787277526269,3.0,4.627085522760751,1.3770252838895467,Iris-versicolor
+43,7.307325102800981,2.9131856597591193,6.3,1.8255566240353926,Iris-virginica
+44,5.401736821031625,3.7124324427472217,1.5009906433422933,0.19954537415208468,Iris-setosa
+45,6.090995116764237,2.597473268307838,5.5905180140354895,1.4057994493382813,Iris-virginica
+46,4.8576091399178445,3.0916873338593494,1.5084805062299547,0.10000012674688696,Iris-setosa
+47,5.645699180056255,2.5135680257114243,3.930555944644645,1.1124169302929992,Iris-versicolor
+48,7.6999989692174715,3.0,6.09668001827493,2.300242221110567,Iris-virginica
+49,5.430836545908171,3.426179649561012,1.721418242528221,0.20933426399096974,Iris-setosa
+50,4.804184335775275,3.4110470821928147,1.5989104287510811,0.20180568192715445,Iris-setosa
+51,6.389928607710324,2.6852400210311838,5.285105557113372,1.9125809337975936,Iris-virginica
+52,4.869527311815883,3.0834779999416115,1.4966961185972736,0.1000001085059439,Iris-setosa
+53,6.843687976005108,3.16785637775501,5.668395848015472,2.2910733033916224,Iris-virginica
+54,5.607414092762938,2.500924693586016,3.889876269902089,1.0904174362894055,Iris-versicolor
+55,6.903978541752471,3.095655505701124,5.119786707721631,2.2938879121550473,Iris-virginica
+56,6.483228207293109,3.0,5.495427894925385,1.8127024225755732,Iris-virginica
+57,5.508206303756994,4.232934374744863,1.3767772573629868,0.19741559791105623,Iris-setosa
+58,6.102681033231813,3.0,4.623362214535157,1.41693076694001,Iris-versicolor
+59,6.827390382377758,3.1063164353486643,4.7863510199652755,1.468102875054858,Iris-versicolor
+60,4.957547749363249,3.44837938191389,1.5757404243894504,0.5180455575329115,Iris-setosa
+61,6.690181240396147,3.299684306715553,5.693996507537627,2.499999584358411,Iris-virginica
+62,6.173591752807207,2.8980808414666197,4.231685209960888,1.2910851726722858,Iris-versicolor
+63,6.395515422095413,3.194693405121248,4.495014312536182,1.5047706472056763,Iris-versicolor
+64,6.3900492517043626,2.7655122580262064,5.489001839394739,2.0256883579595093,Iris-virginica
+65,6.310861726361848,3.3067087760667997,6.018111591227511,2.4999996042996036,Iris-virginica
+66,6.481359294866119,3.192419681234362,5.097835945839767,2.003691386871077,Iris-virginica
+67,4.819432280002702,3.0,1.402529616181331,0.10000010583700598,Iris-setosa
+68,6.725751941903462,3.292682460159791,5.690726840453647,2.499999638685001,Iris-virginica
+69,6.396134261533474,2.6834867227373462,5.293755459374965,1.8874473335148036,Iris-virginica
+70,5.344791146749514,3.708300356134523,1.4980719070344803,0.19816064420783314,Iris-setosa
+71,7.009320657577932,3.1996148625113863,4.697633668141732,1.4083996489568282,Iris-versicolor
+72,5.534424030315148,3.4521393347663545,1.7110678550360447,0.23122198592831789,Iris-setosa
+73,5.066625491582779,3.664745605731359,1.7637511570281919,0.4806003582604442,Iris-setosa
+74,4.853917764604036,3.036875380225997,1.485515424958254,0.1000001189549812,Iris-setosa
+75,6.178530930887932,2.185789118545,4.507846876349923,1.4850034660308948,Iris-versicolor
+76,4.606158521700931,3.6076394458893377,1.0,0.19770227027825482,Iris-setosa
+77,6.404181778656648,3.104713665374484,5.507043634930227,1.7842714923279477,Iris-virginica
+78,6.34719285479973,2.7926203033869643,5.04543434413947,1.8344875861431578,Iris-virginica
+79,6.505270597881127,3.1656930301041384,4.552984714795659,1.5026772995828275,Iris-versicolor
+80,6.08426335656562,2.886799859380345,4.696524655983518,1.3915239685448606,Iris-versicolor
+81,7.205283360059006,3.560218662039058,6.105098359139039,2.5,Iris-virginica
+82,6.013446493552413,2.195162379979933,5.0107969347557795,1.516856089042815,Iris-virginica
+83,5.030511961743945,2.3046407416431443,3.1572669731878658,1.0233765802797334,Iris-versicolor
+84,6.104462471800203,2.6035167869703537,5.637940780720559,1.369952008716676,Iris-virginica
+85,6.456837013165797,2.8079072629955566,4.570337381780244,1.4982309378031842,Iris-versicolor
+86,6.359901769169832,3.211752363562652,4.512663614119702,1.5149546975011758,Iris-versicolor
+87,4.798360375890547,3.386300955294447,1.6907030605333553,0.19630877815265385,Iris-setosa
+88,6.447648800229384,3.0,5.456873523721637,1.8303207209570156,Iris-virginica
+89,7.323407894084174,2.9176943793845154,6.299999319575722,1.791358902609482,Iris-virginica
+90,6.040071631808582,3.3667719559110374,4.558670832383296,1.6045992513354432,Iris-versicolor
+91,4.988746152640228,3.4019659308290393,1.6099435898685526,0.4659251841450783,Iris-setosa
+92,6.317924117816719,3.3005182581346055,6.0123623143713125,2.5,Iris-virginica
+93,5.461063451511636,3.4770273747931237,1.569406422474307,0.20038774286680128,Iris-setosa
+94,6.4870056444415445,3.0,5.774496547495407,2.18537445390007,Iris-virginica
+95,6.18757804177231,2.9636105210864443,4.2705755843541535,1.2827974971028087,Iris-versicolor
+96,6.009494302213558,2.683772027949288,5.137725067689305,1.5935560843558687,Iris-versicolor
+97,4.712287512086731,3.0,1.399321845759137,0.2796686768174886,Iris-setosa
+98,5.5853120733351815,2.802581084830022,4.905168235397724,2.0064946905934775,Iris-virginica
+99,6.123888044304141,2.9097343309015957,4.697457650541686,1.3927416783854074,Iris-versicolor
+100,6.593999955298071,3.0,5.274378719074,2.0213563072669496,Iris-virginica
+101,5.838599814923572,3.0,4.175668414418407,1.4911401376113602,Iris-versicolor
+102,5.732440704439178,2.569615490397122,3.977076028519325,1.1612039855185692,Iris-versicolor
+103,5.990030131569875,2.7166790177742346,5.0962931085717695,1.599663075654001,Iris-versicolor
+104,5.454063158415406,4.169746464464446,1.3855114243794946,0.19701035647010645,Iris-setosa
+105,6.379431834648143,2.7841727891249843,5.52272745326491,2.0411193118265394,Iris-virginica
+106,4.852164654832212,3.0404087666859194,1.4591774281634,0.1,Iris-setosa
+107,4.978134598472005,3.355813416516532,1.5979572888721483,0.2977182092387154,Iris-setosa
+108,4.8017245762627025,3.0949531760299283,1.598619923734907,0.19374845980907396,Iris-setosa
+109,5.488829106832922,4.196426027040671,1.3996639619872782,0.20574758834930995,Iris-setosa
+110,6.101394696212767,2.808612219353989,4.020946535114691,1.311542213792982,Iris-versicolor
+111,5.434786853829446,3.691961768371729,1.5010593866869406,0.19960370664201316,Iris-setosa
+112,5.668260128900558,3.0,4.490209600282811,1.4969025265358595,Iris-versicolor
+113,7.291558690533069,2.8849305623809647,6.3,1.8186694039110431,Iris-virginica
+114,6.387240396295679,2.758270882697679,5.524588303393831,2.0238227719826782,Iris-virginica
+115,6.7702150228071165,2.7941384693128715,4.77354589649218,1.4282884194307806,Iris-versicolor
+116,7.307487392364669,2.882237676738903,6.299999361926761,1.7982133476202777,Iris-virginica
+117,5.542330955912378,2.5665714566385422,4.126831119087414,1.280100076327719,Iris-versicolor
+118,5.741356188253291,3.0,4.321400086090209,1.4467759551417312,Iris-versicolor
+119,5.903527735708566,3.0,5.066805166561909,1.8082630580273944,Iris-virginica
+120,6.477416337658714,3.0,5.477633319185415,1.7896835864341836,Iris-virginica
+121,5.0414520102142095,2.0000007589693274,3.4258105374223615,1.0259828744905788,Iris-versicolor
+122,5.423939902221201,2.521031223691207,3.9605724813876417,1.304079116953744,Iris-versicolor
+123,5.6939682807910925,4.4,1.4952863270544117,0.4238536144331412,Iris-setosa
+124,6.682925570298417,3.3041472183221283,5.696885778276299,2.5,Iris-virginica
+125,6.5266479862885625,3.0,5.802609901852844,2.1864922683954395,Iris-virginica
+126,5.6152852552755625,2.504280572774742,3.9019414214442847,1.0906982409826038,Iris-versicolor
+127,5.590113380513217,2.511685935450779,3.89969550398354,1.1027890644053107,Iris-versicolor
+128,6.492873828781038,3.0,5.4697402612350325,1.7977864712719689,Iris-virginica
+129,5.37780876562414,3.410856554158283,1.6270101224099982,0.20142514212150017,Iris-setosa
+130,5.491460961793578,3.0,4.564486886690963,1.4632026771634823,Iris-versicolor
+131,5.0024184277600625,3.5100831924765563,1.2863138032224282,0.3093998313114477,Iris-setosa
+132,5.990893167961224,2.204779514066779,5.002568182902547,1.4985630462194883,Iris-virginica
+133,7.170735918574817,3.1619135748323193,5.967633852045095,1.8169969242449762,Iris-virginica
+134,6.530541741902123,3.0,5.829595643391674,2.2121824887269943,Iris-virginica
+135,6.00790146951607,2.696875763363667,5.122632081136625,1.603522392476343,Iris-versicolor
+136,7.699999032098651,3.0,6.0927275952927396,2.269646668591304,Iris-virginica
+137,6.518322738918285,3.1626505440016146,4.5717356992478555,1.5116559690191815,Iris-versicolor
+138,6.702912476627196,3.306687162968878,5.692654893914041,2.4999995175888152,Iris-virginica
+139,7.322666737684161,2.906390972242296,6.3,1.7994896977830384,Iris-virginica
+140,6.093073287505712,2.8049333490955695,4.708765474797618,1.2406741301333708,Iris-versicolor
+141,6.493907269037689,3.205525676688615,5.098167370311661,1.973216149298143,Iris-virginica
+142,5.628782204330813,2.4953887985078675,3.8932802098672594,1.1052079220557505,Iris-versicolor
+143,6.190137416601714,2.175506128778772,4.501076320676764,1.4947232621739799,Iris-versicolor
+144,7.212165539511142,3.195858863869062,5.9981810905333885,1.7905137970777765,Iris-virginica
+145,6.190470229082296,2.8675918773746227,4.460903088127947,1.2502842623671506,Iris-versicolor
+146,6.2017991322676735,2.210722819888575,4.4965283998029335,1.5003289103175608,Iris-versicolor
+147,7.69999916205228,3.0,6.095571271689521,2.2710552449655323,Iris-virginica
+148,6.185518574340425,2.209751152883329,4.514038698367104,1.5085628652344762,Iris-versicolor
+149,6.4233430660571065,3.0955320243213715,5.502279011864568,1.7808406361735192,Iris-virginica

iris/tab_ddpm/df/25/train.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1,3.5,1.4,0.2,Iris-setosa
+1,4.9,3.0,1.4,0.2,Iris-setosa
+2,4.7,3.2,1.3,0.2,Iris-setosa
+3,4.6,3.1,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+5,5.4,3.9,1.7,0.4,Iris-setosa
+6,4.6,3.4,1.4,0.3,Iris-setosa
+7,5.0,3.4,1.5,0.2,Iris-setosa
+8,4.4,2.9,1.4,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+11,4.8,3.4,1.6,0.2,Iris-setosa
+12,4.8,3.0,1.4,0.1,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+14,5.8,4.0,1.2,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+16,5.4,3.9,1.3,0.4,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+18,5.7,3.8,1.7,0.3,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+20,5.4,3.4,1.7,0.2,Iris-setosa
+21,5.1,3.7,1.5,0.4,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+26,5.0,3.4,1.6,0.4,Iris-setosa
+27,5.2,3.5,1.5,0.2,Iris-setosa
+28,5.2,3.4,1.4,0.2,Iris-setosa
+29,4.7,3.2,1.6,0.2,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+31,5.4,3.4,1.5,0.4,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+33,5.5,4.2,1.4,0.2,Iris-setosa
+34,4.9,3.1,1.5,0.1,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+37,4.9,3.1,1.5,0.1,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+39,5.1,3.4,1.5,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+41,4.5,2.3,1.3,0.3,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+45,4.8,3.0,1.4,0.3,Iris-setosa
+46,5.1,3.8,1.6,0.2,Iris-setosa
+47,4.6,3.2,1.4,0.2,Iris-setosa
+48,5.3,3.7,1.5,0.2,Iris-setosa
+49,5.0,3.3,1.4,0.2,Iris-setosa
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+100,6.3,3.3,6.0,2.5,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+102,7.1,3.0,5.9,2.1,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+104,6.5,3.0,5.8,2.2,Iris-virginica
+105,7.6,3.0,6.6,2.1,Iris-virginica
+106,4.9,2.5,4.5,1.7,Iris-virginica
+107,7.3,2.9,6.3,1.8,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+109,7.2,3.6,6.1,2.5,Iris-virginica
+110,6.5,3.2,5.1,2.0,Iris-virginica
+111,6.4,2.7,5.3,1.9,Iris-virginica
+112,6.8,3.0,5.5,2.1,Iris-virginica
+113,5.7,2.5,5.0,2.0,Iris-virginica
+114,5.8,2.8,5.1,2.4,Iris-virginica
+115,6.4,3.2,5.3,2.3,Iris-virginica
+116,6.5,3.0,5.5,1.8,Iris-virginica
+117,7.7,3.8,6.7,2.2,Iris-virginica
+118,7.7,2.6,6.9,2.3,Iris-virginica
+119,6.0,2.2,5.0,1.5,Iris-virginica
+120,6.9,3.2,5.7,2.3,Iris-virginica
+121,5.6,2.8,4.9,2.0,Iris-virginica
+122,7.7,2.8,6.7,2.0,Iris-virginica
+123,6.3,2.7,4.9,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+126,6.2,2.8,4.8,1.8,Iris-virginica
+127,6.1,3.0,4.9,1.8,Iris-virginica
+128,6.4,2.8,5.6,2.1,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+130,7.4,2.8,6.1,1.9,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+132,6.4,2.8,5.6,2.2,Iris-virginica
+133,6.3,2.8,5.1,1.5,Iris-virginica
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+136,6.3,3.4,5.6,2.4,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+138,6.0,3.0,4.8,1.8,Iris-virginica
+139,6.9,3.1,5.4,2.1,Iris-virginica
+140,6.7,3.1,5.6,2.4,Iris-virginica
+141,6.9,3.1,5.1,2.3,Iris-virginica
+142,5.8,2.7,5.1,1.9,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+144,6.7,3.3,5.7,2.5,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+146,6.3,2.5,5.0,1.9,Iris-virginica
+147,6.5,3.0,5.2,2.0,Iris-virginica
+148,6.2,3.4,5.4,2.3,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica

iris/tab_ddpm/df/26/synth.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.060645825574258,2.38081104802131,3.0108185345135228,1.0557198894363231,Iris-versicolor
+1,6.399314018638628,3.11135162780867,5.494081689097559,1.805048228999244,Iris-virginica
+2,5.437148751850663,3.0,4.493587387754223,1.496101711561782,Iris-versicolor
+3,5.461019349894503,2.4613578586586957,3.9214840512011606,1.2475310650378773,Iris-versicolor
+4,6.746317983119382,3.2794315746659413,5.7128789690344135,2.4999996364992305,Iris-virginica
+5,6.674352841675186,3.2989327832627193,5.713790021037902,2.4999995098750802,Iris-virginica
+6,6.8979351332213,3.1868976604564274,5.689182652753891,2.2915772136904087,Iris-virginica
+7,5.107804999952348,3.7825407398232214,1.700974594091036,0.20114413078582224,Iris-setosa
+8,6.503929005202403,3.1995771713989685,5.1861678971673895,1.9863947200958634,Iris-virginica
+9,4.599926944658431,3.5702071754340876,1.0000005062960378,0.19636589985109187,Iris-setosa
+10,4.300000509348682,3.0,1.0983917906324001,0.10000009911491006,Iris-setosa
+11,6.185358289738213,2.197423772023908,4.497761559313693,1.50806526000436,Iris-versicolor
+12,4.988960058476692,3.4331619443895205,1.5964716226684539,0.4296623954871768,Iris-setosa
+13,5.076365517783896,2.4409392096102613,3.2035049369567066,1.100004763547904,Iris-versicolor
+14,6.090400314672494,2.7968467040332894,4.010626546762784,1.309195906062564,Iris-versicolor
+15,5.413492121811969,3.7180815682635293,1.4967169772249047,0.20035929891679907,Iris-setosa
+16,4.974834337390262,3.365514671236958,1.5942052428045466,0.33322085121894235,Iris-setosa
+17,5.001657451766324,3.39820116265286,1.6434058657996549,0.49069445982346316,Iris-setosa
+18,5.261954082166152,2.741970222504915,3.874051387348854,1.4243931962429344,Iris-versicolor
+19,4.806016217895204,3.0961345859847906,1.7261942312585206,0.20225209090876475,Iris-setosa
+20,6.102672224728417,3.0,4.841323737932898,1.7944837472227477,Iris-virginica
+21,4.788357237580977,3.399920531658855,1.7813380106527745,0.20278144647072888,Iris-setosa
+22,5.3103169530945875,3.7945796739179634,1.2758251596648804,0.3295919014205534,Iris-setosa
+23,6.416803401782226,3.095237398987139,5.481401277997376,1.81367760981485,Iris-virginica
+24,6.054274915314831,3.0,4.525723330246551,1.334978611465272,Iris-versicolor
+25,6.857961095935916,3.1174819871597945,5.098614480198763,2.3070690453515232,Iris-virginica
+26,5.545298588609534,2.458923777610541,3.8484541869368605,1.17262706224845,Iris-versicolor
+27,4.995196853194381,2.2989986614497178,3.5069204675111383,0.9879430903730635,Iris-versicolor
+28,5.698055475209643,3.7755258771242994,1.6560427076194113,0.2925441395117008,Iris-setosa
+29,5.0266665085897895,2.3377537756989133,3.291512371208695,1.012954438308544,Iris-versicolor
+30,6.150585764933997,2.838146592190642,4.658943414866122,1.2295864152316363,Iris-versicolor
+31,6.339068582410006,2.7832482777257144,5.139961680639538,1.55905665947165,Iris-virginica
+32,5.723142832429664,4.4,1.5039168040852025,0.5451306956320492,Iris-setosa
+33,4.70357487133234,3.170810118617488,1.3166777906760494,0.2021034167575872,Iris-setosa
+34,6.623200341282866,3.115453171767888,4.650881493042102,1.4927121387989946,Iris-versicolor
+35,6.09394837817268,2.599457776249852,5.584436534673943,1.4193281421520296,Iris-virginica
+36,5.519589422147743,2.5474493731280314,3.9992841454583217,1.2841992854239426,Iris-versicolor
+37,5.821625443752688,2.8117381921849622,5.116588470377512,2.4098072823535444,Iris-virginica
+38,5.388464133760356,3.888389984541886,1.2897139253818222,0.36030039372174055,Iris-setosa
+39,6.497637133384733,3.2022258241670145,5.093110064224335,2.0080117955411025,Iris-virginica
+40,7.189335512122721,3.586562694353023,6.088568760142747,2.5,Iris-virginica
+41,6.4031428479260155,2.800552139098683,5.594685468983196,2.1109896650614832,Iris-virginica
+42,4.602949174728575,3.399269029799791,1.3901976019215019,0.3025216914283519,Iris-setosa
+43,6.290228632161398,2.7792143685406008,5.070740874373376,1.4451467512683134,Iris-virginica
+44,6.288421136797231,2.7954891806888247,5.091893986885718,1.484644549129551,Iris-virginica
+45,5.490339188314263,4.189328650594945,1.3883716383857938,0.20308912259656223,Iris-setosa
+46,6.306110459372216,3.2844115359911443,5.996683060102367,2.4999994787593978,Iris-virginica
+47,5.994131180313515,2.1949195853922006,3.9707584274878256,0.9790441287342151,Iris-versicolor
+48,6.7867286300292236,3.1109459867620495,4.818587635189649,1.509069390720665,Iris-versicolor
+49,5.871837132811898,3.0,5.139409679452123,1.8049103563802014,Iris-virginica
+50,7.167891319201164,3.5243034275716623,6.087448627775047,2.4999996324152605,Iris-virginica
+51,5.061810229416264,2.412346832382348,3.1611582337939215,1.0487769784677075,Iris-versicolor
+52,6.186109390625097,2.204326923320498,4.490559403598742,1.4983080234586192,Iris-versicolor
+53,6.753592403103093,2.7932907422771485,4.760781871297512,1.3850488037984894,Iris-versicolor
+54,4.989345662790916,2.287071797422122,3.282980495262106,1.0341007520237298,Iris-versicolor
+55,4.3,3.0,1.0917925327472484,0.1,Iris-setosa
+56,4.3,3.0,1.1021232320584222,0.1,Iris-setosa
+57,6.403644920225464,2.709559991873049,5.2375046839055095,1.9015427026505778,Iris-virginica
+58,6.935705239206421,3.0,5.7394243871547035,2.115868681797876,Iris-virginica
+59,5.317641698052198,2.3247956562280723,3.584671895892223,0.991066514949972,Iris-versicolor
+60,4.852260379025039,3.0481013586623407,1.456515908500617,0.1,Iris-setosa
+61,6.225815957745549,2.7802685134016727,4.799628277204469,1.7991079940121852,Iris-virginica
+62,6.0943169554143335,3.0,4.651628061140042,1.432811619659739,Iris-versicolor
+63,6.472247168587548,2.8915272002027645,5.556564677163198,2.1895204239384003,Iris-virginica
+64,5.041430611229696,2.3923817102621716,3.0256807280274436,0.9678229208329341,Iris-versicolor
+65,6.731204352866149,3.0,5.45075002087648,2.072864584834356,Iris-virginica
+66,7.167432148203134,3.5644913989785207,6.091375939085466,2.5,Iris-virginica
+67,4.3,3.0,1.1042645231278154,0.10000010059392156,Iris-setosa
+68,4.952066065254383,2.284177687763858,3.3105548778096634,0.9716282156748783,Iris-versicolor
+69,6.4827937360716605,3.0,5.764699173926882,2.1892755385897162,Iris-virginica
+70,7.305549734589821,2.9103877441864814,6.3,1.7963355686858535,Iris-virginica
+71,4.995983173445921,3.4530088049838974,1.5963815960669334,0.6252774606267826,Iris-setosa
+72,6.810155604254371,3.0930028631467366,4.854873796102499,1.512394783017992,Iris-versicolor
+73,6.304886278196365,3.308454551047815,4.705727395573576,1.5953778798693532,Iris-versicolor
+74,4.589398215946311,3.6214608922776055,1.000000539790785,0.19570313870123074,Iris-setosa
+75,4.300000454870926,3.0,1.1030133225987595,0.1,Iris-setosa
+76,4.985280315084259,3.403701915655217,1.6400324730636364,0.3721550062625116,Iris-setosa
+77,5.697332272784134,2.9081551653019537,4.165462852989811,1.296211884168595,Iris-versicolor
+78,4.396767581123416,2.905227141148008,1.4144388701232251,0.19838617419404367,Iris-setosa
+79,4.89413476899113,3.1207765512376486,1.4998420201408365,0.10000009701498924,Iris-setosa
+80,6.913421917246503,3.200931297935482,5.7248310251423,2.309073292721051,Iris-virginica
+81,5.265705910486132,3.6406068405082843,1.5031368742383047,0.19846058444438341,Iris-setosa
+82,4.895746747290908,3.095094574715693,1.4949529986889307,0.10000011448244558,Iris-setosa
+83,6.020529712543596,2.9034806240646978,4.519693232843358,1.496260944662835,Iris-versicolor
+84,5.414082781956282,3.711487174472201,1.4998093836820718,0.19928025158246898,Iris-setosa
+85,6.290686224224199,2.7848019200475287,5.113299195670716,1.503446510509391,Iris-virginica
+86,6.315004194628382,2.799484797800864,5.097851902042535,1.4969293644727137,Iris-virginica
+87,5.99114140714339,2.2126372976656667,4.05280286279259,1.0518150421919708,Iris-versicolor
+88,5.596617232248748,3.0,4.520117081255736,1.5013862572947825,Iris-versicolor
+89,4.879438664206712,2.5081982809404892,4.486884734198909,1.6924080175906293,Iris-virginica
+90,6.37917418221417,2.7970489769891915,5.606667942224816,2.2203423644920663,Iris-virginica
+91,4.805085879208875,3.0,1.3781110300513384,0.1,Iris-setosa
+92,7.329968912164092,2.8402409766605263,6.3,1.8189061481528608,Iris-virginica
+93,5.109129183507085,2.5052721945551957,2.867231057850158,1.106744263544971,Iris-versicolor
+94,7.1875813244713065,3.525748731421351,6.115172431709766,2.5,Iris-virginica
+95,7.699998672270295,3.0,6.105186838671589,2.2935348782058997,Iris-virginica
+96,6.297888476921207,2.7986189346059045,5.0959030530725915,1.5049384526513208,Iris-virginica
+97,5.733418447178123,3.0,4.233526896575554,1.2143922681752968,Iris-versicolor
+98,5.609837679524908,2.8790669531856077,3.7441244132334597,1.3043871766413608,Iris-versicolor
+99,5.779274785501226,2.6848002325838474,5.115386513182211,1.9065488646233866,Iris-virginica
+100,7.699998859283312,3.0,6.09264450222398,2.291182477159848,Iris-virginica
+101,5.990754875941978,2.2031458996315068,3.996706101022088,1.0091462864422052,Iris-versicolor
+102,7.223591446128232,2.881475505757301,6.3,1.8026920687748418,Iris-virginica
+103,6.70661379458858,3.2934247165817676,5.682831205169975,2.5,Iris-virginica
+104,5.993050808984351,2.692658720284941,5.093216099969322,1.5940871800177918,Iris-versicolor
+105,6.088873956761581,2.606526312728479,5.599231723073764,1.3927019383049057,Iris-virginica
+106,6.01850755339124,2.693249749964695,5.0951646008582845,1.589788397050574,Iris-versicolor
+107,6.087776762924477,2.799541098956718,4.660846148244279,1.2068836435802084,Iris-versicolor
+108,5.896965539309594,3.0,5.087997319787435,1.7917847811158543,Iris-virginica
+109,5.4078847994400565,3.4101033307443585,1.7888964448110733,0.2002868667663267,Iris-setosa
+110,4.801643619054226,3.3939776321680557,1.8821513169580317,0.20009068535896662,Iris-setosa
+111,6.197718501387918,3.0,4.501051352994039,1.3891584475356653,Iris-versicolor
+112,5.973642480360304,2.2111825498389583,4.026390541116164,0.9420988955515741,Iris-versicolor
+113,6.290469696868292,3.2887461312672674,4.676480238612956,1.5939676569219166,Iris-versicolor
+114,7.7,3.0,6.125290148238893,2.3124660242885486,Iris-virginica
+115,5.522858377462482,2.413466199338762,3.823700853189958,1.0571619713642226,Iris-versicolor
+116,6.383302690791619,2.697310847597195,5.265035424211566,1.8916127539024803,Iris-virginica
+117,5.3679801897970965,2.394659952028807,3.747999246327909,1.106717189545465,Iris-versicolor
+118,7.264074337214354,2.9139206372171595,6.2999986179778915,1.7832516312014663,Iris-virginica
+119,4.786147802334457,3.3957678135505507,1.8139159539437888,0.2037462040642194,Iris-setosa
+120,5.674972663248281,2.530767871732601,3.9632445357149817,1.1423231428673548,Iris-versicolor
+121,5.012842523179338,2.0,3.443681389427912,1.0300643057235348,Iris-versicolor
+122,6.122431951367053,2.612215580581236,5.635142380674297,1.3753615150343836,Iris-virginica
+123,6.398009578700253,2.8028056273404176,5.588281724610296,2.169996427030703,Iris-virginica
+124,6.012576290796951,2.9084166135481793,4.4745620053459705,1.4780289176442478,Iris-versicolor
+125,4.596286538954058,3.652940363984283,1.0,0.19681132095631032,Iris-setosa
+126,5.567078685600108,2.6782295665209954,4.183458427119451,1.2920735630141045,Iris-versicolor
+127,6.930921991656717,3.1180820330681875,5.099385164301233,2.3090133216517565,Iris-virginica
+128,5.599457702644,2.9020769843800287,3.4562528034154116,1.2920697861170345,Iris-versicolor
+129,6.30312746155424,2.6360327354351725,4.919786108749978,1.8105288001799473,Iris-virginica
+130,5.991754153501546,3.4046631518728865,4.494036755851698,1.5947924035056935,Iris-versicolor
+131,4.819880720926255,3.129960855314768,1.7205601561797816,0.19846363057794444,Iris-setosa
+132,7.033362845100388,3.202326719125933,4.689929499825319,1.3980304587909065,Iris-versicolor
+133,5.229559778366187,2.6577051844997097,3.8596318367316607,1.3743421809792942,Iris-versicolor
+134,5.033555739576835,2.000000685033933,3.515209267851374,1.015892477592413,Iris-versicolor
+135,6.144762193819548,2.798078973359779,4.196157699980789,1.2959033671399467,Iris-versicolor
+136,5.235783368682631,3.6156867173267955,1.4994494235375617,0.20234618256845455,Iris-setosa
+137,5.001204041818857,3.4134203990500778,1.6528240408136168,0.5299597481145288,Iris-setosa
+138,5.0040938405461075,3.3837433686298923,1.5951082227187376,0.40384377978008573,Iris-setosa
+139,5.171402322260811,2.4615618075372674,3.3476592586951384,1.1180419043742122,Iris-versicolor
+140,7.229792409343118,3.6129708343076645,6.0932429348132615,2.5,Iris-virginica
+141,5.199967118876085,2.6734816453431742,3.8763770847071686,1.376363186071987,Iris-versicolor
+142,4.617142528198725,3.5920229501859717,1.000000505283825,0.2063447429726002,Iris-setosa
+143,6.244439159361125,2.7396580312533305,4.836648750079661,1.7975100985163746,Iris-virginica
+144,5.619738765960083,3.0,4.487469810948206,1.489235398288235,Iris-versicolor
+145,6.89123148325774,3.094081223543054,5.130158404075435,2.303695327089833,Iris-virginica
+146,7.219376844056642,3.2212162284650696,6.022964392458715,1.8225579583887948,Iris-virginica
+147,6.099464437466339,3.0,4.991578575939442,1.7813385721332582,Iris-virginica
+148,7.315653779450318,2.88811572387222,6.299999164050232,1.7983556589155705,Iris-virginica
+149,6.326212632893413,3.298056843439294,5.983333696817124,2.49999951494236,Iris-virginica

iris/tab_ddpm/df/26/train.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1,3.5,1.4,0.2,Iris-setosa
+1,4.9,3.0,1.4,0.2,Iris-setosa
+2,4.7,3.2,1.3,0.2,Iris-setosa
+3,4.6,3.1,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+5,5.4,3.9,1.7,0.4,Iris-setosa
+6,4.6,3.4,1.4,0.3,Iris-setosa
+7,5.0,3.4,1.5,0.2,Iris-setosa
+8,4.4,2.9,1.4,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+11,4.8,3.4,1.6,0.2,Iris-setosa
+12,4.8,3.0,1.4,0.1,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+14,5.8,4.0,1.2,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+16,5.4,3.9,1.3,0.4,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+18,5.7,3.8,1.7,0.3,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+20,5.4,3.4,1.7,0.2,Iris-setosa
+21,5.1,3.7,1.5,0.4,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+26,5.0,3.4,1.6,0.4,Iris-setosa
+27,5.2,3.5,1.5,0.2,Iris-setosa
+28,5.2,3.4,1.4,0.2,Iris-setosa
+29,4.7,3.2,1.6,0.2,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+31,5.4,3.4,1.5,0.4,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+33,5.5,4.2,1.4,0.2,Iris-setosa
+34,4.9,3.1,1.5,0.1,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+37,4.9,3.1,1.5,0.1,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+39,5.1,3.4,1.5,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+41,4.5,2.3,1.3,0.3,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+45,4.8,3.0,1.4,0.3,Iris-setosa
+46,5.1,3.8,1.6,0.2,Iris-setosa
+47,4.6,3.2,1.4,0.2,Iris-setosa
+48,5.3,3.7,1.5,0.2,Iris-setosa
+49,5.0,3.3,1.4,0.2,Iris-setosa
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+100,6.3,3.3,6.0,2.5,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+102,7.1,3.0,5.9,2.1,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+104,6.5,3.0,5.8,2.2,Iris-virginica
+105,7.6,3.0,6.6,2.1,Iris-virginica
+106,4.9,2.5,4.5,1.7,Iris-virginica
+107,7.3,2.9,6.3,1.8,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+109,7.2,3.6,6.1,2.5,Iris-virginica
+110,6.5,3.2,5.1,2.0,Iris-virginica
+111,6.4,2.7,5.3,1.9,Iris-virginica
+112,6.8,3.0,5.5,2.1,Iris-virginica
+113,5.7,2.5,5.0,2.0,Iris-virginica
+114,5.8,2.8,5.1,2.4,Iris-virginica
+115,6.4,3.2,5.3,2.3,Iris-virginica
+116,6.5,3.0,5.5,1.8,Iris-virginica
+117,7.7,3.8,6.7,2.2,Iris-virginica
+118,7.7,2.6,6.9,2.3,Iris-virginica
+119,6.0,2.2,5.0,1.5,Iris-virginica
+120,6.9,3.2,5.7,2.3,Iris-virginica
+121,5.6,2.8,4.9,2.0,Iris-virginica
+122,7.7,2.8,6.7,2.0,Iris-virginica
+123,6.3,2.7,4.9,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+126,6.2,2.8,4.8,1.8,Iris-virginica
+127,6.1,3.0,4.9,1.8,Iris-virginica
+128,6.4,2.8,5.6,2.1,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+130,7.4,2.8,6.1,1.9,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+132,6.4,2.8,5.6,2.2,Iris-virginica
+133,6.3,2.8,5.1,1.5,Iris-virginica
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+136,6.3,3.4,5.6,2.4,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+138,6.0,3.0,4.8,1.8,Iris-virginica
+139,6.9,3.1,5.4,2.1,Iris-virginica
+140,6.7,3.1,5.6,2.4,Iris-virginica
+141,6.9,3.1,5.1,2.3,Iris-virginica
+142,5.8,2.7,5.1,1.9,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+144,6.7,3.3,5.7,2.5,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+146,6.3,2.5,5.0,1.9,Iris-virginica
+147,6.5,3.0,5.2,2.0,Iris-virginica
+148,6.2,3.4,5.4,2.3,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica

iris/tab_ddpm/df/27/synth.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.237634614735418,2.888470052868845,6.3,1.7851868036006293,Iris-virginica
+1,4.791302110159689,3.0,1.4200326730980495,0.1,Iris-setosa
+2,5.2781019384921475,3.6192428581524076,1.4995685744719125,0.19644697021619145,Iris-setosa
+3,6.311936547272302,2.795731437933796,5.097403582951375,1.5104827727924777,Iris-virginica
+4,4.91941266707765,3.095800758595212,1.494570479039134,0.1,Iris-setosa
+5,7.299904068698591,2.9077654663365955,6.299999309886621,1.8051486277632296,Iris-virginica
+6,4.681507740204126,3.04810860439081,1.4470400501426934,0.23581609561580835,Iris-setosa
+7,6.1917985564470275,2.1985716183412394,4.535181318507485,1.5069171981701228,Iris-versicolor
+8,4.606740561761735,3.412517363067373,1.4383980443099427,0.29897607398468723,Iris-setosa
+9,4.597462912230193,3.5891628400146898,1.0,0.20331377128909153,Iris-setosa
+10,4.803884054355092,3.400421409609077,1.693742678198466,0.2012374100177338,Iris-setosa
+11,4.598736054207439,3.6577627059972997,1.0000004597585763,0.19729013592150418,Iris-setosa
+12,5.57933492552347,3.0,4.506237789453665,1.483184598450811,Iris-versicolor
+13,4.706652774301188,3.192581007022512,1.3103859974612537,0.19900222624060943,Iris-setosa
+14,6.1714183978532615,2.836130429710988,4.589923876889169,1.2278535404629753,Iris-versicolor
+15,6.287485847485949,3.2974420590598865,6.029114566809632,2.5,Iris-virginica
+16,6.708715764494622,3.294433628756461,5.660043340555322,2.5,Iris-virginica
+17,6.022238430491755,3.396210861883046,4.4963726721100725,1.6113498127578154,Iris-versicolor
+18,5.083670352410428,2.5007116766405666,3.273473314001883,1.1247209500644306,Iris-versicolor
+19,4.3,3.0,1.086049980208388,0.1,Iris-setosa
+20,5.081840142329662,3.813478772046613,1.7648141481426083,0.20058261233084151,Iris-setosa
+21,6.391338829066194,2.6486861366395944,5.263487884164437,1.890069151378912,Iris-virginica
+22,4.850090318128842,3.416583317004698,1.7981045885714706,0.20079364590779997,Iris-setosa
+23,5.989295019727994,3.3983358407551276,4.476691297456169,1.5950507951275616,Iris-versicolor
+24,6.513738985499555,3.0,5.763280955819277,2.206732257015871,Iris-virginica
+25,6.011445327527796,2.20603807205459,5.0038127865607684,1.4983724009424977,Iris-virginica
+26,6.131325154356075,2.816900008445907,4.074314416723422,1.2902182962344542,Iris-versicolor
+27,4.977081369880108,2.0000007634688868,3.5517543081184195,1.0267931479297496,Iris-versicolor
+28,5.655316353607827,2.9425591022941613,3.9244467323068446,1.2737268569521656,Iris-versicolor
+29,6.704141787123845,3.2937606438707223,5.701064513931411,2.5,Iris-virginica
+30,6.484429573884324,3.0,5.766884333468915,2.199053050026384,Iris-virginica
+31,6.605966463963181,3.0,5.549794480130019,2.1750160793917517,Iris-virginica
+32,5.608536105901516,2.9014083577825533,3.5149100746614366,1.3158043625350784,Iris-versicolor
+33,5.398894088935688,3.0,4.4971825161356795,1.5006958323852504,Iris-versicolor
+34,5.098546093277019,3.820663844465551,1.6874648478210674,0.20095526549403542,Iris-setosa
+35,5.420287901498552,3.9254816852111305,1.298657054940223,0.3741409163928481,Iris-setosa
+36,5.5849128619266155,2.8877141167093203,3.6983434340591046,1.3093538012680896,Iris-versicolor
+37,5.500624128606394,2.595774553903778,4.418095315735508,1.1813569440132048,Iris-versicolor
+38,6.963014981594085,3.1184956479955503,5.143519709087364,2.2876143500840587,Iris-virginica
+39,6.663383805251653,2.7959800691858057,4.675785895312089,1.4451934105620685,Iris-versicolor
+40,5.575626386109008,2.6839028135316063,4.342993230619153,1.2674025683021595,Iris-versicolor
+41,6.096497678789892,3.0,4.603211130412577,1.4010430283712472,Iris-versicolor
+42,4.9842709886197705,3.4085063190792217,1.5033735304093445,0.1999245743543876,Iris-setosa
+43,6.2595896825159905,2.7376179688112225,4.873484276248952,1.8006398104760688,Iris-virginica
+44,4.391409932957803,2.8639257061318792,1.3662548486411958,0.19706500012885703,Iris-setosa
+45,5.0066712532232795,2.000000590906732,3.360868756728082,0.9330022043751951,Iris-versicolor
+46,6.484641887712344,3.0,5.774990227157575,2.207551464968887,Iris-virginica
+47,5.981547880940758,2.7045041927140647,5.099174460910884,1.5993964245703391,Iris-versicolor
+48,5.071956078430492,3.596256378925948,1.28044211752844,0.37575121850073934,Iris-setosa
+49,7.291941907525563,2.8932657889948556,6.299999344550527,1.8190942587601708,Iris-virginica
+50,4.834368872194489,3.0,1.411623302088814,0.1,Iris-setosa
+51,6.516481135736344,3.0,5.786535540119252,2.1969312386676427,Iris-virginica
+52,5.181377091579615,2.690484151959908,3.845058918858255,1.3923033689967992,Iris-versicolor
+53,6.111852625324577,2.607114918259641,5.611959389527665,1.4271781287503142,Iris-virginica
+54,4.3,3.0,1.0978819950373355,0.10000010836863246,Iris-setosa
+55,4.887430273627729,2.5048504634713593,4.504562759300696,1.717555512565529,Iris-virginica
+56,4.883042458507171,3.067089950131991,1.498101501591567,0.10000009049989363,Iris-setosa
+57,4.9317257496178435,3.1324808478661046,1.5025304876706507,0.10000042779591437,Iris-setosa
+58,4.592631629410672,3.661278196200686,1.0,0.2008549910263328,Iris-setosa
+59,6.396470159630114,3.1007798702064817,5.488013760387356,1.8065391604055465,Iris-virginica
+60,6.504639567275202,3.0,5.496779050865905,1.8315091367005496,Iris-virginica
+61,6.305912525976452,3.283685132369636,5.9957255633408595,2.499999589048444,Iris-virginica
+62,6.38321945990647,3.097427552925901,5.475748559899975,1.8007500990915881,Iris-virginica
+63,5.668362952654841,4.399999193557567,1.4991080322543098,0.3182984733465211,Iris-setosa
+64,5.439894924522364,3.390083695697484,1.719242675695309,0.19999807579040407,Iris-setosa
+65,5.585679448922595,2.7968598352969467,4.900666613635828,2.017204293849473,Iris-virginica
+66,6.641699616775427,2.5416508523886296,5.719399857054558,1.8164053194097118,Iris-virginica
+67,7.3078561325638765,2.8912088901431767,6.3,1.7974813679955197,Iris-virginica
+68,4.703584170801131,3.211513097353349,1.2965086102296675,0.20149905079610472,Iris-setosa
+69,5.103936734201048,3.747753116248541,1.6366301500726603,0.4072834273521143,Iris-setosa
+70,6.438360006522579,3.192037449043607,4.5395474797130815,1.4976861804598791,Iris-versicolor
+71,6.337742921254293,3.270847630528187,4.61471669450291,1.5612418844489913,Iris-versicolor
+72,5.467729357605423,2.50008590281377,4.003512718513086,1.300402828745909,Iris-versicolor
+73,6.2807281828326955,3.3074174392254103,5.991308905762715,2.5,Iris-virginica
+74,4.891123876876973,2.4812431869505662,4.525885547558866,1.7000236889885436,Iris-virginica
+75,6.876156758233896,3.19946912354796,5.705213254298249,2.2663163202244596,Iris-virginica
+76,7.2879070389599905,2.9086333770805766,6.3,1.7887029998331274,Iris-virginica
+77,6.885068496618396,3.1050704143297616,4.913341313124412,1.5036922740810823,Iris-versicolor
+78,6.5205368370241885,3.0,5.2342208005431425,1.9888640069248356,Iris-virginica
+79,4.4136690561822265,2.889726627764747,1.4237264024527434,0.20404086089902293,Iris-setosa
+80,5.457917711328756,3.4767555842708306,1.7213726053175364,0.2788401895241703,Iris-setosa
+81,5.8444781814335425,2.913544229112172,4.411151618552041,1.223916955800521,Iris-versicolor
+82,5.5950256111960135,2.503778833136747,3.9511681708520707,1.2241774817426583,Iris-versicolor
+83,5.689245659757471,4.399999093710763,1.497443575321593,0.3885733366993659,Iris-setosa
+84,6.475669364204909,2.8070461396077517,4.576513625507792,1.4907695730793182,Iris-versicolor
+85,6.1113955138876745,2.815976111640198,4.6786942196322725,1.208462279025155,Iris-versicolor
+86,5.877799250732816,3.0,5.145512697442389,1.7947314171629936,Iris-virginica
+87,4.624499900875143,3.1068307700522966,1.5083815375635694,0.20025252300778973,Iris-setosa
+88,4.3,3.0,1.1002295942068379,0.1,Iris-setosa
+89,6.11690689917557,2.833537735102672,4.649461704520088,1.2423426843192422,Iris-versicolor
+90,7.224724702868978,3.5673032164351666,6.107842930946824,2.5,Iris-virginica
+91,6.31232489667697,3.299072627495444,5.986304797398786,2.499999391027708,Iris-virginica
+92,6.463424569808372,2.793648161464128,4.617864501886795,1.4916411566202763,Iris-versicolor
+93,5.8897116422115605,3.0,5.08356990476093,1.8005926836535637,Iris-virginica
+94,5.476372327442523,2.5753841737690224,4.385155483066511,1.1941459790260325,Iris-versicolor
+95,4.618948761745215,3.395039761269586,1.4159703194243856,0.299283526356232,Iris-setosa
+96,5.994770338572219,2.208468290582696,3.9914048443358014,1.0705288993923474,Iris-versicolor
+97,6.38688726503575,2.6779122083241065,5.244943009214743,1.8809384197394876,Iris-virginica
+98,6.203604666333511,2.1897350067445287,4.49544597493143,1.5065991779886645,Iris-versicolor
+99,6.120998540440851,2.99211404072857,4.675371717567432,1.4126356937951217,Iris-versicolor
+100,7.3155785395805255,2.9013908002203284,6.3,1.7969204863772492,Iris-virginica
+101,6.137216091162137,2.8651613759611743,4.094290985768603,1.2906685698383487,Iris-versicolor
+102,6.465648528819069,2.8015468145544666,4.573090181802054,1.4923223314815866,Iris-versicolor
+103,5.32666159783908,3.6608178127022883,1.4972202032544248,0.1969044011056903,Iris-setosa
+104,6.4345204690328535,2.716934744949442,5.38012124626858,1.9384892441118766,Iris-virginica
+105,4.919879965464748,2.5057482604433816,4.505001108371416,1.712115222560849,Iris-virginica
+106,5.106030352431927,3.8145609925582957,1.9840625083960521,0.39235135515995856,Iris-setosa
+107,4.989170481640763,2.0,3.1457397147984434,0.8900440340802169,Iris-versicolor
+108,6.213231623600092,2.2133461616848873,4.482206823783049,1.488208913289581,Iris-versicolor
+109,5.976311911607902,2.693519399555341,5.113621366348955,1.6009872114716495,Iris-versicolor
+110,6.401497668012617,2.7900941393402694,5.591556679342858,2.1794240690048534,Iris-virginica
+111,7.037757345198009,3.224418353663946,4.709993678721111,1.4067701786572,Iris-versicolor
+112,7.296781889940042,2.88431122426381,6.3,1.7923785404155441,Iris-virginica
+113,6.343290049229942,3.2678182799595774,4.671250509787257,1.5761630419037174,Iris-versicolor
+114,4.4008264250666524,2.8855540355660962,1.420591135962633,0.19918459106884198,Iris-setosa
+115,4.998093596560219,2.0,3.538222019205773,1.0202900297190938,Iris-versicolor
+116,4.990527912606413,2.0,3.5051205935440706,0.9412566474075761,Iris-versicolor
+117,6.01759129563137,2.7002131589029106,5.1215451294323975,1.6143948199587776,Iris-versicolor
+118,6.5261349082412465,2.796997102918598,4.584077353416232,1.5057942633117194,Iris-versicolor
+119,4.990659893215015,2.0,3.6173409307254705,1.1037998476209907,Iris-versicolor
+120,5.746727573051281,2.961666119788996,4.205003190166922,1.3714339212149755,Iris-versicolor
+121,5.015504939779823,3.4747578122303544,1.5968596095549372,0.5416471033643266,Iris-setosa
+122,5.0543138843029745,2.4203436352704886,3.060833958639163,1.1002677258566544,Iris-versicolor
+123,6.890395098924328,3.0,5.9030312351716745,2.1478858998954555,Iris-virginica
+124,6.305168292260878,3.311506755503895,5.991642606590494,2.5,Iris-virginica
+125,5.111876486532676,2.518018684948423,3.170437772899266,1.0642988125956299,Iris-versicolor
+126,6.128805934582223,3.0,4.907393989781752,1.7786864005281446,Iris-virginica
+127,4.5921606634963235,3.642006364880369,1.0,0.19913551734715407,Iris-setosa
+128,5.731064614255611,3.0,4.291519848196909,1.2344026669622068,Iris-versicolor
+129,6.198918799344637,2.200019380237407,4.4931883411197315,1.50043413654285,Iris-versicolor
+130,6.48580771254542,3.2049485718283632,5.101126649855862,1.9893368660119595,Iris-virginica
+131,7.206181337517057,3.186433972354559,6.011177615959687,1.7948706838481718,Iris-virginica
+132,5.887117530618285,3.0,5.0914992436312545,1.8014632914467736,Iris-virginica
+133,6.2212648076900665,2.2134220694867537,4.496896208251104,1.4980096760482104,Iris-versicolor
+134,5.043350565693337,2.000000496186659,3.5702330565774756,1.0293837262449428,Iris-versicolor
+135,6.709586444277813,3.104999479152382,4.678941848501393,1.4803631000798632,Iris-versicolor
+136,4.792719564377016,3.104870882518146,1.7622350563998652,0.2012052875214495,Iris-setosa
+137,5.596287536941126,2.895040909171997,3.495075919002577,1.3012435346513025,Iris-versicolor
+138,6.910806250165459,3.119505311397721,5.083615033375296,2.306424695268189,Iris-virginica
+139,6.709895428168057,3.0,5.391777993780367,2.063369263788648,Iris-virginica
+140,6.411502256236284,2.827530043987605,5.623219532036281,2.1372470324037174,Iris-virginica
+141,5.992987275943828,2.198478685903548,4.992407728899572,1.4959967954039244,Iris-virginica
+142,6.407538445680021,3.203977728668409,4.510762749450205,1.5017173586799473,Iris-versicolor
+143,7.699999046238489,3.0,6.124750374368113,2.294324507084273,Iris-virginica
+144,4.689612641045661,3.1904965541299215,1.3096505018206164,0.20259840363326506,Iris-setosa
+145,5.917607101822158,3.0,5.105228665906063,1.7954004024581982,Iris-virginica
+146,4.898821602627454,2.5061651509762903,4.491036920004312,1.7039217739754595,Iris-virginica
+147,6.050678611881007,2.904651503572239,4.626939203928529,1.434268326819635,Iris-versicolor
+148,6.697467428219514,3.117783290325647,4.665747628840531,1.4947895106408313,Iris-versicolor
+149,6.672551911522158,2.511918472847529,5.795737604717891,1.779077945103218,Iris-virginica

iris/tab_ddpm/df/27/train.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1,3.5,1.4,0.2,Iris-setosa
+1,4.9,3.0,1.4,0.2,Iris-setosa
+2,4.7,3.2,1.3,0.2,Iris-setosa
+3,4.6,3.1,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+5,5.4,3.9,1.7,0.4,Iris-setosa
+6,4.6,3.4,1.4,0.3,Iris-setosa
+7,5.0,3.4,1.5,0.2,Iris-setosa
+8,4.4,2.9,1.4,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+11,4.8,3.4,1.6,0.2,Iris-setosa
+12,4.8,3.0,1.4,0.1,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+14,5.8,4.0,1.2,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+16,5.4,3.9,1.3,0.4,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+18,5.7,3.8,1.7,0.3,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+20,5.4,3.4,1.7,0.2,Iris-setosa
+21,5.1,3.7,1.5,0.4,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+26,5.0,3.4,1.6,0.4,Iris-setosa
+27,5.2,3.5,1.5,0.2,Iris-setosa
+28,5.2,3.4,1.4,0.2,Iris-setosa
+29,4.7,3.2,1.6,0.2,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+31,5.4,3.4,1.5,0.4,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+33,5.5,4.2,1.4,0.2,Iris-setosa
+34,4.9,3.1,1.5,0.1,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+37,4.9,3.1,1.5,0.1,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+39,5.1,3.4,1.5,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+41,4.5,2.3,1.3,0.3,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+45,4.8,3.0,1.4,0.3,Iris-setosa
+46,5.1,3.8,1.6,0.2,Iris-setosa
+47,4.6,3.2,1.4,0.2,Iris-setosa
+48,5.3,3.7,1.5,0.2,Iris-setosa
+49,5.0,3.3,1.4,0.2,Iris-setosa
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+100,6.3,3.3,6.0,2.5,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+102,7.1,3.0,5.9,2.1,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+104,6.5,3.0,5.8,2.2,Iris-virginica
+105,7.6,3.0,6.6,2.1,Iris-virginica
+106,4.9,2.5,4.5,1.7,Iris-virginica
+107,7.3,2.9,6.3,1.8,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+109,7.2,3.6,6.1,2.5,Iris-virginica
+110,6.5,3.2,5.1,2.0,Iris-virginica
+111,6.4,2.7,5.3,1.9,Iris-virginica
+112,6.8,3.0,5.5,2.1,Iris-virginica
+113,5.7,2.5,5.0,2.0,Iris-virginica
+114,5.8,2.8,5.1,2.4,Iris-virginica
+115,6.4,3.2,5.3,2.3,Iris-virginica
+116,6.5,3.0,5.5,1.8,Iris-virginica
+117,7.7,3.8,6.7,2.2,Iris-virginica
+118,7.7,2.6,6.9,2.3,Iris-virginica
+119,6.0,2.2,5.0,1.5,Iris-virginica
+120,6.9,3.2,5.7,2.3,Iris-virginica
+121,5.6,2.8,4.9,2.0,Iris-virginica
+122,7.7,2.8,6.7,2.0,Iris-virginica
+123,6.3,2.7,4.9,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+126,6.2,2.8,4.8,1.8,Iris-virginica
+127,6.1,3.0,4.9,1.8,Iris-virginica
+128,6.4,2.8,5.6,2.1,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+130,7.4,2.8,6.1,1.9,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+132,6.4,2.8,5.6,2.2,Iris-virginica
+133,6.3,2.8,5.1,1.5,Iris-virginica
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+136,6.3,3.4,5.6,2.4,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+138,6.0,3.0,4.8,1.8,Iris-virginica
+139,6.9,3.1,5.4,2.1,Iris-virginica
+140,6.7,3.1,5.6,2.4,Iris-virginica
+141,6.9,3.1,5.1,2.3,Iris-virginica
+142,5.8,2.7,5.1,1.9,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+144,6.7,3.3,5.7,2.5,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+146,6.3,2.5,5.0,1.9,Iris-virginica
+147,6.5,3.0,5.2,2.0,Iris-virginica
+148,6.2,3.4,5.4,2.3,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica

iris/tab_ddpm/df/28/synth.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.427815806394544,3.9101630564274354,1.3125463172073908,0.3847801710256563,Iris-setosa
+1,6.137794988211753,3.0,4.619357135708933,1.4204995744586826,Iris-versicolor
+2,5.890821494028927,3.0,5.085317655632037,1.803505022987182,Iris-virginica
+3,5.003988949825122,3.413197247568873,1.4987624917457991,0.19900832060332213,Iris-setosa
+4,5.685413060413994,3.7651303236206823,1.598584778483126,0.2921112692707522,Iris-setosa
+5,6.015113470045814,2.2127633477073143,3.973183691959049,1.000718855694337,Iris-versicolor
+6,5.251891473392006,3.458360306121862,1.514354287959084,0.19580438374545192,Iris-setosa
+7,6.426000656442684,3.09301694846184,5.488458179459025,1.7941160281089834,Iris-virginica
+8,6.029017005163524,3.3826972327515037,4.533429874308014,1.5997815437259906,Iris-versicolor
+9,6.24009620187977,2.7580858993189232,4.829043628771437,1.798364881142577,Iris-virginica
+10,6.02567230544211,3.3766892111904374,4.544219083979994,1.5971007721381267,Iris-versicolor
+11,5.497416459911085,4.1883846254879105,1.4037868902453758,0.19705008427571563,Iris-setosa
+12,6.387839076859284,3.301996890469479,5.9287825771468565,2.5,Iris-virginica
+13,6.715867881291206,3.321876647069792,5.696609496151254,2.5,Iris-virginica
+14,5.738056012910462,3.0,4.221080210768533,1.2386043653029715,Iris-versicolor
+15,6.194706229951653,2.8426893659366246,4.844893205954576,1.79822865273526,Iris-virginica
+16,4.608792206387465,3.638921809956133,1.000000456571625,0.19610760996934656,Iris-setosa
+17,5.543725337708194,2.518453070446731,4.069434681556715,1.2715729709879973,Iris-versicolor
+18,7.7,3.0,6.0923915620133355,2.275792342279116,Iris-virginica
+19,7.19108534560937,3.2219027782564127,6.0086295611834,1.8024522393323645,Iris-virginica
+20,7.320244429379004,2.9088915825716275,6.299999072083298,1.7754186605080975,Iris-virginica
+21,6.708303577249021,2.508873515641473,5.777580810184533,1.7921420930473988,Iris-virginica
+22,7.090164322222213,3.0,5.8914890889547475,2.1074773217740552,Iris-virginica
+23,7.168356911708513,3.187375457463091,6.006618239045041,1.8026977827414437,Iris-virginica
+24,6.416664206146026,3.1111362075022075,5.545669575075518,1.7962315631147563,Iris-virginica
+25,6.462272999177937,3.0,5.1722766004114975,1.9843214851217896,Iris-virginica
+26,4.801040010812794,3.3980599711603614,1.6614995513136337,0.2005516063631135,Iris-setosa
+27,5.067067220925592,2.439458678344314,3.0858191347463153,1.0272607821330322,Iris-versicolor
+28,6.3288576998982355,2.5072095250705924,5.005279880918437,1.8877812443921451,Iris-virginica
+29,5.814074495940282,2.810056845342495,5.132468516615902,2.399448245579086,Iris-virginica
+30,6.009618260251959,2.2240346443794525,4.0296578390226685,1.0489416863959877,Iris-versicolor
+31,4.63169716597167,3.587527721945765,1.000000840309911,0.20289546012935647,Iris-setosa
+32,6.451359857547489,2.8055214923640093,5.64498733472916,2.1600403391492984,Iris-virginica
+33,6.30064190571893,2.83466276581753,5.092570104931383,1.476025483809105,Iris-virginica
+34,6.2035888624701965,2.205344643243738,4.409133597970997,1.423255766920486,Iris-versicolor
+35,5.082779515250894,3.7921117429760205,1.8521344814328726,0.4299863661135034,Iris-setosa
+36,5.0981170184994635,3.7989536675113125,1.5989173927646811,0.20610724929947072,Iris-setosa
+37,5.386451541457291,3.675885706228983,1.5025136022679892,0.20197609114368273,Iris-setosa
+38,5.678363289715556,3.0,4.222576033163161,1.2512240370650338,Iris-versicolor
+39,6.182795464408352,2.86223661350555,4.80773513064729,1.8078855003979375,Iris-virginica
+40,6.002052420964729,2.7033141488681163,5.1564473645053654,1.6306573966217612,Iris-versicolor
+41,5.593632855465465,2.8896202127739423,3.734225151156055,1.3088148715554155,Iris-versicolor
+42,6.102513026836519,2.798795479435543,4.018750194585386,1.3162050765054547,Iris-versicolor
+43,5.48068238651955,4.15533532402706,1.352805873663826,0.2298275761066274,Iris-setosa
+44,5.769913824957341,2.5740768950348687,4.000535952435086,1.1364631165536545,Iris-versicolor
+45,4.624152306447042,3.5979908669087415,1.0000005061530297,0.19453336988271935,Iris-setosa
+46,4.993275381641026,3.4884066497749777,1.3023730060407233,0.3031138651539273,Iris-setosa
+47,5.003864206842182,2.3323124653008245,3.2031092798817573,0.9881004741180217,Iris-versicolor
+48,5.964703530040581,2.700416655414764,5.0921126328035875,1.5944708843839264,Iris-versicolor
+49,5.998620624472739,3.4018159295957946,4.44526704854407,1.6175303272026902,Iris-versicolor
+50,4.816351501076479,3.383538885557297,1.596874662615658,0.20100537216279563,Iris-setosa
+51,4.3,3.0,1.101898834336263,0.1,Iris-setosa
+52,4.885900298922925,3.0649587943533447,1.4927727103487194,0.1,Iris-setosa
+53,4.795261442933621,3.0,1.3979552991952444,0.3293513798618752,Iris-setosa
+54,6.0240167717353446,2.185071112031636,3.9889713343305817,0.9911957622673495,Iris-versicolor
+55,6.768782064569771,3.117487568474201,4.716075410052348,1.4610207098425523,Iris-versicolor
+56,5.50149393726491,3.0,4.476338891165395,1.5002526557782279,Iris-versicolor
+57,7.7,3.0,6.099223047635086,2.2892272520921706,Iris-virginica
+58,6.290040549310987,2.5894174140959567,4.928964523627122,1.8275183011499334,Iris-virginica
+59,7.7,3.0,6.090938533642891,2.2866206411977403,Iris-virginica
+60,6.52032621901714,3.0,5.805147453706687,2.207542988883811,Iris-virginica
+61,6.327670696408536,3.295086046742566,5.981828783968048,2.5,Iris-virginica
+62,5.022050689533547,3.509642200031993,1.2942742874153028,0.29394677555158505,Iris-setosa
+63,4.922727682593794,2.5031443905941853,4.515896423180374,1.7105768893129534,Iris-virginica
+64,6.688967116816661,3.3147330395704455,5.705489399804661,2.4999996380165688,Iris-virginica
+65,5.7306690084549174,4.399999020366747,1.4920866591029278,0.43727682293593945,Iris-setosa
+66,6.001575490434112,2.2146133911164543,3.974257919433543,1.032525085983601,Iris-versicolor
+67,6.3024772799553315,3.287108574272608,5.9818085231342915,2.5,Iris-virginica
+68,7.089700383473749,3.0,5.893893282506274,2.114924018546164,Iris-virginica
+69,6.026544180520388,2.7976342744080402,3.9232184130117984,1.299344332924596,Iris-versicolor
+70,4.417383956755097,2.9828812052279137,1.4043962458913568,0.19865898341316968,Iris-setosa
+71,5.6932095171215025,4.399998742472286,1.5001898872511106,0.3483764043108236,Iris-setosa
+72,7.199904787950913,3.624538013390211,6.121973172872256,2.499999639004,Iris-virginica
+73,5.322536034569648,3.8277387661045794,1.3142470827089883,0.43404666136632897,Iris-setosa
+74,5.265047780638845,3.574407926256036,1.4972524216364405,0.20077603108760783,Iris-setosa
+75,4.79315020596894,3.0,1.4043485302378773,0.3386032126010031,Iris-setosa
+76,5.390630548096469,3.4036374320342655,1.5916654119999631,0.19328516060889392,Iris-setosa
+77,5.617373246731745,2.9017194293642166,3.774324731028789,1.3074447511375415,Iris-versicolor
+78,6.116151004511694,3.0,4.283276214958281,1.4059338448266518,Iris-versicolor
+79,5.374605966465318,3.8602624521107027,1.3125716510897336,0.37209609881952604,Iris-setosa
+80,5.081033907508248,2.4592706850269708,3.1643784257111913,1.1044552250882056,Iris-versicolor
+81,4.796807632431153,3.0895770624180785,1.5996425388437676,0.19923207024240486,Iris-setosa
+82,4.898610339834472,2.4990874575890825,4.4991758404514215,1.6939163406514943,Iris-virginica
+83,5.6897251568227425,3.0,4.193348892437804,1.1885706317258298,Iris-versicolor
+84,4.97269664793933,2.2773271055836437,3.27713972531334,0.982177536727729,Iris-versicolor
+85,5.60038736778382,2.7120604633897174,4.203737341306824,1.2700175417777815,Iris-versicolor
+86,4.3,3.0,1.0972230210801541,0.1,Iris-setosa
+87,4.300000564471631,3.0,1.0887967996489507,0.10000011412662424,Iris-setosa
+88,5.152185750158414,3.827109942430202,1.5997354161172113,0.1999365169442831,Iris-setosa
+89,4.799446786872557,3.391556724543858,1.877333836925219,0.19556516061713378,Iris-setosa
+90,6.034235527441014,3.3876976159982144,4.520627963068209,1.5847335728331067,Iris-versicolor
+91,6.501776097500135,3.0,5.221687692565027,1.9943909440376357,Iris-virginica
+92,5.791985087407529,2.5898295600584755,4.0060672846841126,1.1804893876519815,Iris-versicolor
+93,4.300000608712232,3.0,1.1065408870513247,0.1,Iris-setosa
+94,6.68659040759563,3.282560080501964,5.667724922308471,2.499999571727624,Iris-virginica
+95,7.24332057234771,2.891917369846583,6.299999221309182,1.7892556961702117,Iris-virginica
+96,5.467899323135387,3.0,4.465797484723071,1.4924639809586784,Iris-versicolor
+97,4.3,3.0,1.0943609074668932,0.1,Iris-setosa
+98,5.9255016307178385,3.0,5.073801461949858,1.8221097709180039,Iris-virginica
+99,6.2840344343372925,3.262767926902728,5.96611359195611,2.5,Iris-virginica
+100,4.8069964123875835,3.3998058767597024,1.593520877991458,0.20309909260952863,Iris-setosa
+101,6.0708262866829035,3.0,4.6201644646083695,1.386708999087739,Iris-versicolor
+102,6.417600879296826,3.1132004728115135,5.490462661493423,1.8002657551246175,Iris-virginica
+103,4.817046566071979,3.0,1.4077103896144494,0.32127983868563803,Iris-setosa
+104,6.6957205675133515,2.786205772567333,4.729077858044731,1.464364428386557,Iris-versicolor
+105,4.868784058915214,2.5083899802269807,4.475839430781068,1.7003080341687367,Iris-virginica
+106,4.992501769996686,3.3918621422896185,1.494937294280076,0.199365205755465,Iris-setosa
+107,5.17622627767624,3.340993560819771,1.641366441827945,0.19652551551058026,Iris-setosa
+108,4.612993271051584,3.6378410104975734,1.000000502085451,0.19577511048999952,Iris-setosa
+109,6.8049939737752085,2.81364786469137,4.768590810373648,1.418447825048367,Iris-versicolor
+110,5.129527924992009,3.4771681778410137,1.4941263845075756,0.19918024719698318,Iris-setosa
+111,5.042848468210217,2.370542296879292,3.0702090912695006,1.0158138577423081,Iris-versicolor
+112,4.911272451755052,3.09024884353519,1.5003664981366933,0.1,Iris-setosa
+113,5.606553556300576,2.8018439619276383,4.9062667926087045,2.002691312064975,Iris-virginica
+114,5.780264514379487,2.7973188013818633,5.141574255340157,2.409094257251703,Iris-virginica
+115,7.313972052540809,2.8983015821630844,6.299999233724496,1.8318264723437603,Iris-virginica
+116,6.890610571446808,3.204566383328567,5.711123208965907,2.296193755686444,Iris-virginica
+117,5.571046743432857,2.4542606209632205,3.849261796828107,1.078336464858008,Iris-versicolor
+118,6.307804787718197,3.284342267467818,6.004361528723105,2.499999604482023,Iris-virginica
+119,5.907498539806936,3.0,5.099311039268019,1.7921894683280037,Iris-virginica
+120,6.457590031803376,3.0,5.489849623651318,1.809409959877029,Iris-virginica
+121,6.200155582947351,2.20658268749144,4.51993289695111,1.5091824571091708,Iris-versicolor
+122,5.590451192879931,2.7918906723017978,4.868854632115316,1.994004467506734,Iris-virginica
+123,4.407532587526107,2.8612883001408504,1.4044330629234731,0.2047106155763584,Iris-setosa
+124,6.199825301237557,2.9138832183842447,4.336770145423166,1.30527151274682,Iris-versicolor
+125,5.000170893339929,2.288319982431826,3.398011830394994,0.9995714603694486,Iris-versicolor
+126,4.967805760458731,3.4893226194848173,1.2894888073325022,0.2931114581357927,Iris-setosa
+127,4.3,3.0,1.0976147925849677,0.1,Iris-setosa
+128,6.039533446221096,3.380322310741925,4.550759356970721,1.6069380522154386,Iris-versicolor
+129,6.086482752979882,2.6144482285887256,5.60950225922445,1.3673260759510693,Iris-virginica
+130,5.978214338473,2.7046258198024997,5.087026790327036,1.593970500700592,Iris-versicolor
+131,4.300000862631258,3.0,1.1152905490261629,0.1000001024286618,Iris-setosa
+132,4.596713933827993,3.6104029777181044,1.0000005322185683,0.19907793523384892,Iris-setosa
+133,5.425389010571157,4.183282410159682,1.3696250553449145,0.20721874678000918,Iris-setosa
+134,5.993860745716521,2.6912784560618643,5.137655253953438,1.594832693580763,Iris-versicolor
+135,4.986935495400209,3.404474421871023,1.5956805780802277,0.42584343943363534,Iris-setosa
+136,6.1788604827633415,2.872184834610849,4.260578931794176,1.285874044529279,Iris-versicolor
+137,4.590097282130291,3.4032628212599993,1.3930207867274238,0.2949063245440416,Iris-setosa
+138,6.503552061900216,3.1631012902003666,4.527161805423274,1.4935327558818852,Iris-versicolor
+139,5.025251646059249,3.4116352636005676,1.5000452267180837,0.19900504715856943,Iris-setosa
+140,4.904139087436845,3.083868089198386,1.50069619423789,0.1,Iris-setosa
+141,5.392226439695189,3.0,4.48611591955188,1.517977771580944,Iris-versicolor
+142,5.023890607733692,2.0000005380012045,3.5691644784361114,1.0796237323701374,Iris-versicolor
+143,4.9847387143549815,3.3835607429087213,1.7853756838981218,0.45226860596017116,Iris-setosa
+144,5.682499892586529,3.0,4.1874865835199815,1.209558107561592,Iris-versicolor
+145,5.633038162403985,3.0,4.472075995319874,1.4806106007441864,Iris-versicolor
+146,6.19094901002474,2.716988908414917,5.413029517862087,1.4377976336549805,Iris-virginica
+147,4.810770610809831,3.0,1.4222751686367623,0.3215769921967526,Iris-setosa
+148,4.6739819872685935,3.186092383841081,1.3218847781761756,0.1997979015592457,Iris-setosa
+149,6.109311203196739,2.9136873578519684,4.692790903286153,1.3934839226903002,Iris-versicolor

iris/tab_ddpm/df/28/train.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1,3.5,1.4,0.2,Iris-setosa
+1,4.9,3.0,1.4,0.2,Iris-setosa
+2,4.7,3.2,1.3,0.2,Iris-setosa
+3,4.6,3.1,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+5,5.4,3.9,1.7,0.4,Iris-setosa
+6,4.6,3.4,1.4,0.3,Iris-setosa
+7,5.0,3.4,1.5,0.2,Iris-setosa
+8,4.4,2.9,1.4,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+11,4.8,3.4,1.6,0.2,Iris-setosa
+12,4.8,3.0,1.4,0.1,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+14,5.8,4.0,1.2,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+16,5.4,3.9,1.3,0.4,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+18,5.7,3.8,1.7,0.3,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+20,5.4,3.4,1.7,0.2,Iris-setosa
+21,5.1,3.7,1.5,0.4,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+26,5.0,3.4,1.6,0.4,Iris-setosa
+27,5.2,3.5,1.5,0.2,Iris-setosa
+28,5.2,3.4,1.4,0.2,Iris-setosa
+29,4.7,3.2,1.6,0.2,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+31,5.4,3.4,1.5,0.4,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+33,5.5,4.2,1.4,0.2,Iris-setosa
+34,4.9,3.1,1.5,0.1,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+37,4.9,3.1,1.5,0.1,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+39,5.1,3.4,1.5,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+41,4.5,2.3,1.3,0.3,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+45,4.8,3.0,1.4,0.3,Iris-setosa
+46,5.1,3.8,1.6,0.2,Iris-setosa
+47,4.6,3.2,1.4,0.2,Iris-setosa
+48,5.3,3.7,1.5,0.2,Iris-setosa
+49,5.0,3.3,1.4,0.2,Iris-setosa
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+100,6.3,3.3,6.0,2.5,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+102,7.1,3.0,5.9,2.1,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+104,6.5,3.0,5.8,2.2,Iris-virginica
+105,7.6,3.0,6.6,2.1,Iris-virginica
+106,4.9,2.5,4.5,1.7,Iris-virginica
+107,7.3,2.9,6.3,1.8,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+109,7.2,3.6,6.1,2.5,Iris-virginica
+110,6.5,3.2,5.1,2.0,Iris-virginica
+111,6.4,2.7,5.3,1.9,Iris-virginica
+112,6.8,3.0,5.5,2.1,Iris-virginica
+113,5.7,2.5,5.0,2.0,Iris-virginica
+114,5.8,2.8,5.1,2.4,Iris-virginica
+115,6.4,3.2,5.3,2.3,Iris-virginica
+116,6.5,3.0,5.5,1.8,Iris-virginica
+117,7.7,3.8,6.7,2.2,Iris-virginica
+118,7.7,2.6,6.9,2.3,Iris-virginica
+119,6.0,2.2,5.0,1.5,Iris-virginica
+120,6.9,3.2,5.7,2.3,Iris-virginica
+121,5.6,2.8,4.9,2.0,Iris-virginica
+122,7.7,2.8,6.7,2.0,Iris-virginica
+123,6.3,2.7,4.9,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+126,6.2,2.8,4.8,1.8,Iris-virginica
+127,6.1,3.0,4.9,1.8,Iris-virginica
+128,6.4,2.8,5.6,2.1,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+130,7.4,2.8,6.1,1.9,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+132,6.4,2.8,5.6,2.2,Iris-virginica
+133,6.3,2.8,5.1,1.5,Iris-virginica
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+136,6.3,3.4,5.6,2.4,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+138,6.0,3.0,4.8,1.8,Iris-virginica
+139,6.9,3.1,5.4,2.1,Iris-virginica
+140,6.7,3.1,5.6,2.4,Iris-virginica
+141,6.9,3.1,5.1,2.3,Iris-virginica
+142,5.8,2.7,5.1,1.9,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+144,6.7,3.3,5.7,2.5,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+146,6.3,2.5,5.0,1.9,Iris-virginica
+147,6.5,3.0,5.2,2.0,Iris-virginica
+148,6.2,3.4,5.4,2.3,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica

iris/tab_ddpm/df/29/synth.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.222040334911194,2.775196143322263,4.807204979452331,1.8143420515647506,Iris-virginica
+1,5.513283816948339,2.5289386189009773,4.075696999865042,1.2857864659156333,Iris-versicolor
+2,4.809260355981945,3.398289744306985,1.5935343226647805,0.1995841723143284,Iris-setosa
+3,4.300000500058893,3.0,1.0994749266602317,0.1,Iris-setosa
+4,5.7597978078455325,4.4,1.501715211612722,0.45673542643033904,Iris-setosa
+5,6.068824266765249,2.7751897132694983,3.99425288541968,1.276210639714886,Iris-versicolor
+6,4.787854023393337,3.126242716979614,1.5983634499297805,0.19517885068693458,Iris-setosa
+7,6.502520432410139,2.7935538497075028,4.596141661030168,1.4998879310414135,Iris-versicolor
+8,4.5823870512868075,3.6305588382992307,1.0,0.19286858379644184,Iris-setosa
+9,6.762712893108906,2.8328061610471633,4.758838361131419,1.4209354293347005,Iris-versicolor
+10,5.727062383144345,3.0,4.197308677322381,1.195142872718116,Iris-versicolor
+11,5.03950147522762,3.4134591764206275,1.5097429753406981,0.1990858685274361,Iris-setosa
+12,5.622309382829662,2.727504282175043,4.216433691222204,1.2965985261053863,Iris-versicolor
+13,5.800069330601427,4.4,1.5095792031257789,0.3986417989312031,Iris-setosa
+14,6.70891611217089,2.5028203968340437,5.811768288009214,1.8113874760781228,Iris-virginica
+15,4.994322506267125,3.4825209493898712,1.5947233194064883,0.6032376468218007,Iris-setosa
+16,4.807861881566806,3.0,1.3555396619332527,0.1,Iris-setosa
+17,6.881742886271505,3.0,5.552087513058078,2.0994094574034152,Iris-virginica
+18,4.802891012253456,3.4049888728550615,1.7433113518282575,0.2005031148623757,Iris-setosa
+19,4.79906338016353,3.3943671774142588,2.004467037486373,0.19865556402882423,Iris-setosa
+20,5.269813034317793,3.5280290571944724,1.4965709361721478,0.198007633568609,Iris-setosa
+21,6.021785271566217,3.401601293326304,4.517466219809112,1.609922547863779,Iris-versicolor
+22,7.699999092064652,3.0,6.121541835672615,2.302319225998579,Iris-virginica
+23,6.401352346135798,3.0917592219254755,5.295311745760059,1.8766040456011237,Iris-virginica
+24,6.8950895439618405,3.1061194484818104,5.121772767700692,2.306123840934793,Iris-virginica
+25,6.432792989345946,2.8408028169958266,5.6036758684431485,2.211845061083731,Iris-virginica
+26,6.277875390502333,2.710104508507921,4.833260812226312,1.7807724560027127,Iris-virginica
+27,5.572602394391751,3.0,4.462755138371598,1.497472426352662,Iris-versicolor
+28,6.016055480334612,2.1897991331640596,3.993378711714107,1.0309218124878456,Iris-versicolor
+29,6.503610332932935,3.0,5.454217140546349,1.8202321779403565,Iris-virginica
+30,5.002054078986729,3.4044961681556773,1.4970742358598168,0.20120087794441918,Iris-setosa
+31,5.482408182098097,4.1574908911312125,1.4176132881684824,0.20837116070941192,Iris-setosa
+32,5.443133019024358,4.080341365692572,1.36373834340059,0.19637156470541167,Iris-setosa
+33,6.39197624745267,2.710146499425244,5.329435813922664,1.9074619708651825,Iris-virginica
+34,7.209576595180396,3.21517800416649,6.002234153470652,1.8046303846559524,Iris-virginica
+35,5.618266744091943,2.3803665761260433,3.8990182551626003,1.0150047511581768,Iris-versicolor
+36,6.2624685930044945,3.316237049764813,4.680022974383885,1.619273008354755,Iris-versicolor
+37,6.478307432961469,3.0,5.739255136396928,2.170843607488007,Iris-virginica
+38,4.767524382473647,3.0,1.4031045757627787,0.32205190196561717,Iris-setosa
+39,5.003215103635677,2.0,3.44926764248698,1.0267353917196012,Iris-versicolor
+40,6.372888959192333,3.2035862240549946,4.45081235851685,1.4820239625039318,Iris-versicolor
+41,4.800442253424163,3.0,1.374292164180419,0.1000001255668799,Iris-setosa
+42,6.400930087872643,2.797601464144294,5.5816380625920665,2.1146052307371392,Iris-virginica
+43,5.342742712623711,3.862441625254767,1.2823717711375406,0.39728403623540653,Iris-setosa
+44,6.479510952672971,3.0,5.510224014178999,1.7910758305822094,Iris-virginica
+45,6.514978242225998,3.1575416206559495,4.582168835685943,1.5003388478989077,Iris-versicolor
+46,5.839594080986469,2.999599996278622,4.220236241697468,1.4663514870929402,Iris-versicolor
+47,7.2433590427939025,3.2448255634270096,6.020737022795328,1.7950801703899708,Iris-virginica
+48,5.576276853594478,2.917743200095169,3.5983315160329328,1.2830135912405036,Iris-versicolor
+49,5.757996725587492,4.399999124141985,1.4931379974817394,0.4394260325565328,Iris-setosa
+50,6.318694107228352,3.29178259898922,4.707891312630101,1.598143934929285,Iris-versicolor
+51,6.290994601200173,2.7975415977245395,5.124824980576286,1.4904316812637397,Iris-virginica
+52,4.794619977824395,3.404898419713239,1.7232007067691673,0.19994394057144865,Iris-setosa
+53,6.194981387296949,2.9031398753994404,4.320674440205147,1.3030861096182431,Iris-versicolor
+54,6.085646420007215,2.6003247258984348,5.5879808383763825,1.390296622450241,Iris-virginica
+55,5.95492836457087,2.184283691741643,3.9940614756348487,1.015399154252973,Iris-versicolor
+56,6.206140149102145,2.2032408735109152,4.482522956167701,1.495556318732614,Iris-versicolor
+57,6.415350865612858,2.8146945490782054,4.637881653398361,1.4927821656556786,Iris-versicolor
+58,5.976275324321433,2.1903220806679373,5.014916035484543,1.5166342656860092,Iris-virginica
+59,5.30512990457568,3.7263992895953395,1.5011980056078373,0.19989448067956506,Iris-setosa
+60,6.700062731307071,3.31113260994971,5.689001354873613,2.5,Iris-virginica
+61,4.786868924524113,3.3955746816103427,1.601379757733338,0.1992512552039392,Iris-setosa
+62,5.5775777087677705,2.9102903420624493,3.410678740075423,1.27307276609111,Iris-versicolor
+63,4.977436275752787,2.2828654472890815,3.309639556167204,0.9725768540689461,Iris-versicolor
+64,6.7293494077651115,2.7934915149590718,4.737108294662883,1.4120711189160329,Iris-versicolor
+65,5.831211653111717,2.802090344369886,5.096083385526974,2.4066243766936917,Iris-virginica
+66,6.533444622667971,3.0,5.4825952739175685,1.837009299814392,Iris-virginica
+67,5.468863701606695,3.4082002924260033,1.8265369407341332,0.22140654380818198,Iris-setosa
+68,4.995945309700962,3.4041614458097915,1.7106312997111406,0.4444236344625818,Iris-setosa
+69,5.997541723287083,2.697557622293031,5.10219827030672,1.604723751656069,Iris-versicolor
+70,6.635559931282935,2.869774629414847,4.643025263435597,1.5047273782060049,Iris-versicolor
+71,5.4837940218977135,4.183263429450303,1.4197933412157115,0.20093458340081774,Iris-setosa
+72,6.8064563555951345,3.0,5.496658108124043,2.109680344833292,Iris-virginica
+73,6.071832466788623,2.90404372316914,4.6489615556450214,1.436416548459623,Iris-versicolor
+74,6.545184524002148,3.0,5.243132530600938,2.021015927273399,Iris-virginica
+75,6.47798552132647,3.0,5.528670505762183,1.820447229719475,Iris-virginica
+76,6.082170120723932,2.9565478080422047,4.6813735384111,1.4203160220256845,Iris-versicolor
+77,5.183794668467436,3.8287358289119653,1.8833531146880864,0.33124210850604696,Iris-setosa
+78,6.259210392836877,3.2952436680810036,4.665269057473897,1.5972949177601607,Iris-versicolor
+79,5.926391736545475,2.8285793279254046,3.979591485295015,1.2906292255050384,Iris-versicolor
+80,5.891542254397282,3.0,4.180752907299431,1.4692065641656682,Iris-versicolor
+81,6.02300366581302,2.183854552127318,4.0106721650284864,1.100993354174141,Iris-versicolor
+82,6.79688590047078,3.0,5.492226432774139,2.0840153235406045,Iris-virginica
+83,4.803601488696619,3.40753716170228,2.1015143628393123,0.19716587148572212,Iris-setosa
+84,5.097220494163733,2.512426280980787,3.2253836062533754,1.1163487619877748,Iris-versicolor
+85,6.188353088014056,2.8972958956671278,4.255433794574,1.296372649962262,Iris-versicolor
+86,6.157341354903969,2.842487614208897,4.157290907084901,1.3049971807207237,Iris-versicolor
+87,6.201098437160226,2.201180618115904,4.475463912847183,1.4850995201579305,Iris-versicolor
+88,5.512199832825289,3.0,4.506831737222712,1.5022021924770501,Iris-versicolor
+89,6.293324930607531,2.709306765752574,4.9073806275116345,1.8035579462700573,Iris-virginica
+90,6.213545395320236,2.1976199144962276,4.503360356341333,1.4904117073212824,Iris-versicolor
+91,6.709223853049715,2.4867257283377153,5.823723959885769,1.7891593255993008,Iris-virginica
+92,4.881428807709903,2.503078555044351,4.5004139897119915,1.7097049847734704,Iris-virginica
+93,4.601687154298311,3.600287128076551,1.000000484731664,0.19791933907060746,Iris-setosa
+94,6.526572795411991,2.9194976737796132,5.546059911464142,2.085576770487926,Iris-virginica
+95,7.251753266660476,3.215667968597877,6.0114023452578484,1.79309542981491,Iris-virginica
+96,5.681836754714503,3.816207333638173,1.777727989071068,0.2908539693576819,Iris-setosa
+97,6.28108733212947,2.507652395122988,4.998206722422041,1.8870590618563774,Iris-virginica
+98,5.177147334519716,2.695598007673565,3.896516535134203,1.3871171841657741,Iris-versicolor
+99,6.8599984653242485,3.1977264471818985,5.696086269267861,2.29099609065518,Iris-virginica
+100,4.687113440658981,3.1988515591224127,1.287192091516798,0.19972464015630467,Iris-setosa
+101,4.805986013431846,3.0,1.3968006509499857,0.2991627085591608,Iris-setosa
+102,5.653203826076127,2.75692453850277,4.217405406133873,1.3249753829655297,Iris-versicolor
+103,6.095831270635137,3.0,4.8875100295270215,1.8100402998852458,Iris-virginica
+104,5.724714403837429,3.0,4.137571031300873,1.2335522970368036,Iris-versicolor
+105,5.796179318966026,2.7049239489245758,5.096729565927709,1.8917972822999716,Iris-virginica
+106,6.212426048739051,2.219411359869328,4.540076090451178,1.5038510124272515,Iris-versicolor
+107,6.481847851935244,3.0,5.789777225450506,2.2032517511486667,Iris-virginica
+108,5.482821404063664,2.4983771179194973,4.005126567983102,1.2865905125914825,Iris-versicolor
+109,7.317362178393149,2.8917295256188984,6.3,1.8204481537647694,Iris-virginica
+110,5.026364848546909,3.4173054235374045,1.5028326219154284,0.197194510055207,Iris-setosa
+111,6.7004704750542174,2.48853911871127,5.788740813486347,1.7911872063851633,Iris-virginica
+112,5.541281833463999,3.0,4.5005373076633495,1.4960807104072353,Iris-versicolor
+113,5.080772749189524,3.4649947812380693,1.4970936195959865,0.20522892977650062,Iris-setosa
+114,6.486634460502519,3.0,5.487036349459516,1.8156086333179515,Iris-virginica
+115,5.550206208057958,2.43510417963496,3.827469306696328,1.062109578188414,Iris-versicolor
+116,7.143102989838984,3.0413024413313816,5.962785617579209,1.9679303356999847,Iris-virginica
+117,6.09483845934843,3.0,4.879940348673232,1.797171198884018,Iris-virginica
+118,5.9814984168643885,2.930935305651357,4.399337316083501,1.5026165487966687,Iris-versicolor
+119,4.819729253038007,3.0,1.4244390341497701,0.10000011052202865,Iris-setosa
+120,6.655989074548175,3.1139930431183624,4.65814693930941,1.4809599795948594,Iris-versicolor
+121,6.776762988408995,3.0,5.49356888866282,2.0911635593608926,Iris-virginica
+122,4.3,3.0,1.1036357662705285,0.1,Iris-setosa
+123,5.590601052754361,2.899894987373952,3.3658358488155575,1.3156063730531624,Iris-versicolor
+124,6.1123393557505485,2.95986288782408,4.68973611530794,1.4120299113761816,Iris-versicolor
+125,5.4908167810394755,2.4729862534936453,4.003287659985253,1.299629715408499,Iris-versicolor
+126,4.919320271244007,3.090171032915469,1.5008037398507208,0.10000010099272116,Iris-setosa
+127,5.00793445910296,3.409219311039884,1.6555450370346325,0.37111321430469346,Iris-setosa
+128,6.815825265085362,2.793618079436685,4.833345201899553,1.3896273349980828,Iris-versicolor
+129,5.075502557657656,3.5717016600962888,1.31113319316383,0.30694549303063945,Iris-setosa
+130,4.809506259019111,3.1387877766061356,1.586176831093688,0.19908076243409673,Iris-setosa
+131,4.618040810406183,3.6074206366104793,1.0000005360893554,0.19639990776419022,Iris-setosa
+132,6.073884221604479,2.5967766854342695,5.611890829049447,1.3878045178762286,Iris-virginica
+133,6.149675479547466,2.8716791732985745,4.155412980264299,1.306436699620828,Iris-versicolor
+134,5.444309016603792,3.445029120241494,1.6116771448316198,0.20639781855546216,Iris-setosa
+135,5.340451054062246,3.7632455757496075,1.497797444760584,0.19969941846922576,Iris-setosa
+136,6.29613646844223,2.5020020462953485,4.988389901002571,1.9146521447722311,Iris-virginica
+137,5.051280511034447,2.0,3.3875528373843418,1.1202183484337085,Iris-versicolor
+138,4.803700126861353,3.396701264151501,1.7766110419428423,0.1977971728504049,Iris-setosa
+139,5.352463392247894,3.0,4.4982749461451705,1.4898707528901092,Iris-versicolor
+140,5.671688360567433,3.7017415622987224,1.768056779163358,0.28318704812219847,Iris-setosa
+141,5.101138142325622,2.4837235663377384,3.0554807511759647,1.0741849877940626,Iris-versicolor
+142,5.132760195669436,3.8193819402922045,1.6517116941294028,0.20373394585135152,Iris-setosa
+143,4.802269331814941,3.351340399062315,1.8611510535208426,0.1969618211059731,Iris-setosa
+144,5.994177947944504,2.2023626781656405,4.016674464048175,1.0478742620589707,Iris-versicolor
+145,6.9135593912274524,3.202633655331633,5.696270199810841,2.3066111983649145,Iris-virginica
+146,5.444877963268043,4.095776764847148,1.4261614449312412,0.19956495669657115,Iris-setosa
+147,5.601431578666073,3.0,4.48160989245942,1.5032956012655334,Iris-versicolor
+148,5.788464945601204,2.7943089856036494,5.095919759888443,2.3973485666936325,Iris-virginica
+149,6.213312555000685,2.9063088761135965,4.334547660140321,1.305684554026138,Iris-versicolor

iris/tab_ddpm/df/29/train.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1,3.5,1.4,0.2,Iris-setosa
+1,4.9,3.0,1.4,0.2,Iris-setosa
+2,4.7,3.2,1.3,0.2,Iris-setosa
+3,4.6,3.1,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+5,5.4,3.9,1.7,0.4,Iris-setosa
+6,4.6,3.4,1.4,0.3,Iris-setosa
+7,5.0,3.4,1.5,0.2,Iris-setosa
+8,4.4,2.9,1.4,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+11,4.8,3.4,1.6,0.2,Iris-setosa
+12,4.8,3.0,1.4,0.1,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+14,5.8,4.0,1.2,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+16,5.4,3.9,1.3,0.4,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+18,5.7,3.8,1.7,0.3,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+20,5.4,3.4,1.7,0.2,Iris-setosa
+21,5.1,3.7,1.5,0.4,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+26,5.0,3.4,1.6,0.4,Iris-setosa
+27,5.2,3.5,1.5,0.2,Iris-setosa
+28,5.2,3.4,1.4,0.2,Iris-setosa
+29,4.7,3.2,1.6,0.2,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+31,5.4,3.4,1.5,0.4,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+33,5.5,4.2,1.4,0.2,Iris-setosa
+34,4.9,3.1,1.5,0.1,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+37,4.9,3.1,1.5,0.1,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+39,5.1,3.4,1.5,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+41,4.5,2.3,1.3,0.3,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+45,4.8,3.0,1.4,0.3,Iris-setosa
+46,5.1,3.8,1.6,0.2,Iris-setosa
+47,4.6,3.2,1.4,0.2,Iris-setosa
+48,5.3,3.7,1.5,0.2,Iris-setosa
+49,5.0,3.3,1.4,0.2,Iris-setosa
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+100,6.3,3.3,6.0,2.5,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+102,7.1,3.0,5.9,2.1,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+104,6.5,3.0,5.8,2.2,Iris-virginica
+105,7.6,3.0,6.6,2.1,Iris-virginica
+106,4.9,2.5,4.5,1.7,Iris-virginica
+107,7.3,2.9,6.3,1.8,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+109,7.2,3.6,6.1,2.5,Iris-virginica
+110,6.5,3.2,5.1,2.0,Iris-virginica
+111,6.4,2.7,5.3,1.9,Iris-virginica
+112,6.8,3.0,5.5,2.1,Iris-virginica
+113,5.7,2.5,5.0,2.0,Iris-virginica
+114,5.8,2.8,5.1,2.4,Iris-virginica
+115,6.4,3.2,5.3,2.3,Iris-virginica
+116,6.5,3.0,5.5,1.8,Iris-virginica
+117,7.7,3.8,6.7,2.2,Iris-virginica
+118,7.7,2.6,6.9,2.3,Iris-virginica
+119,6.0,2.2,5.0,1.5,Iris-virginica
+120,6.9,3.2,5.7,2.3,Iris-virginica
+121,5.6,2.8,4.9,2.0,Iris-virginica
+122,7.7,2.8,6.7,2.0,Iris-virginica
+123,6.3,2.7,4.9,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+126,6.2,2.8,4.8,1.8,Iris-virginica
+127,6.1,3.0,4.9,1.8,Iris-virginica
+128,6.4,2.8,5.6,2.1,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+130,7.4,2.8,6.1,1.9,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+132,6.4,2.8,5.6,2.2,Iris-virginica
+133,6.3,2.8,5.1,1.5,Iris-virginica
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+136,6.3,3.4,5.6,2.4,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+138,6.0,3.0,4.8,1.8,Iris-virginica
+139,6.9,3.1,5.4,2.1,Iris-virginica
+140,6.7,3.1,5.6,2.4,Iris-virginica
+141,6.9,3.1,5.1,2.3,Iris-virginica
+142,5.8,2.7,5.1,1.9,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+144,6.7,3.3,5.7,2.5,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+146,6.3,2.5,5.0,1.9,Iris-virginica
+147,6.5,3.0,5.2,2.0,Iris-virginica
+148,6.2,3.4,5.4,2.3,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica

iris/tab_ddpm/df/3/synth.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.704224994326863,3.1483537088556437,1.5415163968219534,0.19997964336999252,Iris-setosa
+1,4.300000552795467,3.0,1.0996035982081327,0.1,Iris-setosa
+2,6.470235680341758,3.1110112062313866,5.41359082482928,1.8428369905421353,Iris-virginica
+3,4.823358392745194,3.1127931456325797,1.5903563787304862,0.19883492480895953,Iris-setosa
+4,6.495605863254795,3.0,5.534048148749421,1.7972744524255424,Iris-virginica
+5,5.573840093293039,2.509765580444199,3.8456918556905806,1.1019208501346793,Iris-versicolor
+6,4.591868792068578,3.3946513216381806,1.4043803416748377,0.29908667187958765,Iris-setosa
+7,6.024571353543818,2.7126093375618505,5.0645262452611375,1.5876732491611927,Iris-versicolor
+8,4.991288071646813,2.0,3.577920412523959,0.9354591109687127,Iris-versicolor
+9,7.699998893853094,3.0,6.091089051553806,2.281694663156979,Iris-virginica
+10,4.3,3.0,1.0995496315613507,0.10000009776017206,Iris-setosa
+11,6.003916848083035,2.705604956634744,5.078950652279037,1.5984629690387198,Iris-versicolor
+12,5.7101127657939665,2.5514794268530157,3.9843631201478247,1.135696491517387,Iris-versicolor
+13,5.436819897302109,3.0,4.482379133457486,1.4829485857183538,Iris-versicolor
+14,6.080570040259665,2.598140976469947,5.616520594036179,1.4084702719861348,Iris-virginica
+15,5.373969151075165,3.904256493314499,1.2988301353207128,0.40266882557658024,Iris-setosa
+16,4.943139568531812,3.350983720165279,1.4976048392895298,0.20076258184794682,Iris-setosa
+17,5.610213124231161,2.907759946703088,3.5409565349475773,1.3147346815676004,Iris-versicolor
+18,6.646120925569087,3.311671087804533,5.793719974030289,2.5,Iris-virginica
+19,5.504571073894291,4.224954193633394,1.4319137041287795,0.2010308616290776,Iris-setosa
+20,6.49372180267045,3.0,5.750871815539617,2.1664903780907077,Iris-virginica
+21,6.2006622140493866,2.1926870292382348,4.523070233074665,1.5121636366759295,Iris-versicolor
+22,5.446654040817305,4.069967332166161,1.3682460210734835,0.2268953409538964,Iris-setosa
+23,5.426497135008785,3.660814335966296,1.5056180865430857,0.20411462754549212,Iris-setosa
+24,5.1704404971576094,2.6885255698893133,3.849212335088446,1.3886250373138456,Iris-versicolor
+25,5.660403543061262,3.76193222072716,1.8205193746462285,0.31271556631236597,Iris-setosa
+26,6.7946571102698545,2.806379621080835,4.792661388060725,1.3974792711306214,Iris-versicolor
+27,5.4726059136795255,3.0,4.481147422163064,1.4961425155193528,Iris-versicolor
+28,5.450986006115617,3.0,4.50103569773292,1.5049137443532083,Iris-versicolor
+29,6.898160855402302,3.1050022151876897,5.092615110686069,2.294000997229156,Iris-virginica
+30,6.193442122059036,2.8362908005122383,4.836084369739484,1.8232937197676882,Iris-virginica
+31,4.872271736914667,3.0875032506187625,1.4966951962071713,0.1,Iris-setosa
+32,5.2520806061020275,3.6659897675898145,1.492562300183376,0.21166137070507515,Iris-setosa
+33,5.275957592873107,3.3684521920917594,1.5860854368378698,0.1970777794317598,Iris-setosa
+34,5.679553627593154,3.817994513419818,1.5986378069421696,0.2958879784205402,Iris-setosa
+35,6.695920530935715,2.5153648137795432,5.796136493291417,1.8040677565728387,Iris-virginica
+36,4.6066678926646984,3.583768253244087,1.0,0.19451206773551172,Iris-setosa
+37,5.8822448848977205,3.0,4.248320804192403,1.298361998533919,Iris-versicolor
+38,5.710235664401432,2.577129190369173,3.997711199497692,1.189693708341439,Iris-versicolor
+39,6.913752481632099,3.2098838138855466,5.733766010917387,2.2961342100597286,Iris-virginica
+40,5.5948510983347415,3.0,4.505423016821766,1.5041633398352408,Iris-versicolor
+41,6.020738840627948,2.9025066777539,4.535047227620098,1.487589563901797,Iris-versicolor
+42,5.8143039006743225,3.0,4.103604175303239,1.418802697920763,Iris-versicolor
+43,5.714035307788701,3.0,4.20303149783035,1.2044643445309648,Iris-versicolor
+44,4.995700596869201,2.000000457090429,3.3468802245433693,1.0454379541358687,Iris-versicolor
+45,5.677178972660188,2.7439644256321856,4.253524942434651,1.344968040084052,Iris-versicolor
+46,6.101432040377018,2.7982720941167027,4.062194015815534,1.2901889239365552,Iris-versicolor
+47,5.967640812686719,3.4080783392666176,4.503180623451994,1.5903924195077086,Iris-versicolor
+48,6.472365640233858,2.797719556797423,4.572307348436991,1.5003899564893715,Iris-versicolor
+49,4.3,3.0,1.0909298922899808,0.1,Iris-setosa
+50,7.208586916818813,3.6432917490560417,6.0996229014869705,2.5,Iris-virginica
+51,5.656104557337556,2.7419573694218693,4.203189251666513,1.2901221216993173,Iris-versicolor
+52,6.490901463678881,3.0,5.488061858212554,1.8104124324004385,Iris-virginica
+53,7.018528598334187,3.2206686421038633,4.703681998798013,1.395962710629006,Iris-versicolor
+54,6.177175677909756,2.848513548977827,4.230744536688404,1.3032127219198244,Iris-versicolor
+55,6.399134785374766,2.6933967735837587,5.292679582369629,1.9014249986983103,Iris-virginica
+56,6.307042725156212,3.2660321772674785,4.554165796682962,1.5401573873556214,Iris-versicolor
+57,6.000236700837383,2.704683655859983,5.093659698173838,1.5926527391829202,Iris-versicolor
+58,5.877013080344494,3.0,4.181779114566961,1.4994780525410012,Iris-versicolor
+59,6.500587213075567,2.8144259395200892,4.603255247188526,1.4638587031582897,Iris-versicolor
+60,5.403175787473094,3.3921016297761613,1.6195343757960843,0.19864969096445223,Iris-setosa
+61,6.781162201850066,2.7998714908993203,4.786128670782848,1.4335991982937821,Iris-versicolor
+62,4.796327969892895,3.3952361530052606,1.684013089287992,0.19854173412356743,Iris-setosa
+63,5.336630559429335,3.867407551357983,1.312572122551158,0.41208732249721064,Iris-setosa
+64,5.097672724941176,3.797454422716577,1.6910911444994052,0.1994818458009866,Iris-setosa
+65,7.7,3.0,6.111016710072094,2.3007088791148282,Iris-virginica
+66,4.3,3.0,1.0947978963517466,0.10000009637655143,Iris-setosa
+67,7.313567889879334,2.9122616310652907,6.299999235172807,1.8139083649505154,Iris-virginica
+68,6.561822475808436,3.0,5.290635362923408,2.005724909001596,Iris-virginica
+69,5.347940810734931,3.765595087891673,1.499738153035233,0.1976899302960337,Iris-setosa
+70,4.555041711536279,3.5646569396875423,1.0,0.2056534480231589,Iris-setosa
+71,4.594805374147496,3.621006034015177,1.0,0.19935800645130114,Iris-setosa
+72,5.9984845394446,2.2242151191446378,3.982823801823,1.07480235884859,Iris-versicolor
+73,6.108923007492039,3.0,4.880089049940629,1.820336569480037,Iris-virginica
+74,6.687433735967134,2.4739582325443465,5.808235562508813,1.7752032001329883,Iris-virginica
+75,4.597550421518727,3.61933970581417,1.0,0.2016808457018111,Iris-setosa
+76,6.089793222825806,2.7995660335563,4.701786740501834,1.203924381223286,Iris-versicolor
+77,6.311979262902609,3.297480656254963,4.667574253085387,1.5983334147397867,Iris-versicolor
+78,4.596240105509716,3.399576610752937,1.3964048571077943,0.319736604900633,Iris-setosa
+79,4.702623543944209,3.267699262146277,1.3068384132685478,0.20621150229311214,Iris-setosa
+80,6.70626376327144,3.284237423980284,5.702775552848565,2.4999995544146696,Iris-virginica
+81,4.300000493351077,3.0,1.0984791982254831,0.1,Iris-setosa
+82,6.2962002849229215,3.30075734220588,4.697985265031218,1.5989545229439504,Iris-versicolor
+83,7.699999090022404,3.0,6.101967073340414,2.2886115616335645,Iris-virginica
+84,6.464669872929664,2.6768504144308682,5.334044146881435,1.9115116613144019,Iris-virginica
+85,4.906188288184125,3.1043730961462006,1.4945602416247905,0.10000011647077538,Iris-setosa
+86,6.303809317333481,3.292644757170964,4.695955606623322,1.5986791639523235,Iris-versicolor
+87,4.973105033101086,2.0,3.3645352094184737,0.9449847452015814,Iris-versicolor
+88,7.314514107499193,2.914151218575212,6.299998915753486,1.8424713023617154,Iris-virginica
+89,6.020974556073805,2.1973125506962217,5.030225804175807,1.4716673830352867,Iris-virginica
+90,5.522838661154664,2.4165900680229724,3.8543414004830163,1.1225044229051329,Iris-versicolor
+91,5.468292595792482,2.6003175491251906,4.3751938664618555,1.196584198523035,Iris-versicolor
+92,5.57525619621618,2.6170039115345674,4.129401429206414,1.3041387405055787,Iris-versicolor
+93,4.810717383133725,3.0,1.3934704281719117,0.1,Iris-setosa
+94,7.000539717180182,3.1879456921088343,4.735195337660753,1.4364566372949161,Iris-versicolor
+95,5.81097390227636,2.7020318607565277,5.092448311649474,1.8978676290486123,Iris-virginica
+96,6.911009894760521,3.1122447601605296,5.120792875756774,2.3002354147413575,Iris-virginica
+97,6.426783888732579,3.194297825692083,4.5129337640574425,1.4984650298575166,Iris-versicolor
+98,4.791443696092436,3.223295265717928,1.402394304315631,0.19679480014443373,Iris-setosa
+99,5.2454769763163815,3.3760518168169265,1.595559327836923,0.19560352561258798,Iris-setosa
+100,6.036142630929617,3.3931151623123057,4.526884956037788,1.5879861087332996,Iris-versicolor
+101,5.3890391731599045,3.413416555897484,1.5992026516023063,0.20571398020476617,Iris-setosa
+102,4.980291915861736,2.0,3.541418089458212,1.0133762408961187,Iris-versicolor
+103,7.227085987909833,3.20550899401227,5.997707103979705,1.7881700284025452,Iris-virginica
+104,6.708169396069849,3.3009712477605944,5.679596808281528,2.4999996134147056,Iris-virginica
+105,4.401422390518146,2.9026033283902124,1.4039596565835546,0.2012077550514362,Iris-setosa
+106,6.305733327825325,3.280234946785046,6.020217665624642,2.4999995772381154,Iris-virginica
+107,4.793055474479285,3.0,1.388732573061331,0.29214490651503405,Iris-setosa
+108,5.513785386460014,2.497230787710573,3.959877736824009,1.298369846169527,Iris-versicolor
+109,4.781611257684425,3.112239480310063,1.599391401306379,0.19905524011503672,Iris-setosa
+110,4.97323421934857,2.0,3.5752180231236474,0.8914365106476962,Iris-versicolor
+111,6.186002651712467,2.190455306030881,4.489328902636808,1.488679878122691,Iris-versicolor
+112,6.120517885338127,3.0,4.596525842074571,1.3756770873468573,Iris-versicolor
+113,6.34150407991825,3.3101613228989812,5.912063157857885,2.5,Iris-virginica
+114,6.970696508369686,3.0,5.7114622167508164,2.092286241528335,Iris-virginica
+115,6.2953584499675435,3.007996509313156,4.386353037246239,1.3922877366150341,Iris-versicolor
+116,4.3,3.0,1.0925290620587564,0.1,Iris-setosa
+117,4.979049186616937,2.000000480162964,3.2988673097628407,0.9102860082623339,Iris-versicolor
+118,4.698016631155798,3.237226657816283,1.288131559001129,0.20959873654664907,Iris-setosa
+119,6.186315217179548,2.206888264656834,4.459733591551341,1.4641622119445161,Iris-versicolor
+120,7.7,3.0,6.1083588137299,2.298144855256136,Iris-virginica
+121,5.688017279004844,2.9093727719868747,4.029634061068917,1.325312223754499,Iris-versicolor
+122,5.9333614245314745,2.851535984622617,4.010414286381928,1.2942543964186073,Iris-versicolor
+123,6.336790964955335,3.283762418866997,6.007670312556591,2.4999996179194017,Iris-virginica
+124,7.297944222425278,2.8920783932025405,6.3,1.8422685494816748,Iris-virginica
+125,7.7,3.0,6.090869616273336,2.3118284512475777,Iris-virginica
+126,6.307289456515627,2.7041066103104603,4.9066649973981615,1.8186154356983983,Iris-virginica
+127,7.212546391886205,3.7229684249038586,6.103369810071271,2.5,Iris-virginica
+128,6.2546801189508585,3.297397146745098,4.621002079015223,1.582712936518948,Iris-versicolor
+129,5.355869280460681,3.6813066423400853,1.4977424620683308,0.1996045568964403,Iris-setosa
+130,7.217249334960478,3.2275425719332542,6.02273104653965,1.8077493320491924,Iris-virginica
+131,6.416494559279086,3.2003267126694532,4.485661011764709,1.4918578114172234,Iris-versicolor
+132,5.998618102089807,3.3918057983465726,4.4786161503538775,1.5947238145880973,Iris-versicolor
+133,4.987245206985635,3.421923036451367,1.594303897965028,0.41280806370017875,Iris-setosa
+134,5.316485997520119,3.7138902007320977,1.5015608068248316,0.1983732066370999,Iris-setosa
+135,4.649799917894011,3.1315431348217695,1.3835352355071675,0.19892974720675505,Iris-setosa
+136,5.4032638343448145,3.926519921809574,1.308052607948103,0.29768207684536674,Iris-setosa
+137,4.879385820936,3.1025741335842243,1.5020666137034804,0.10000009979674142,Iris-setosa
+138,7.699998980029321,3.0,6.099639210239061,2.2895181467382857,Iris-virginica
+139,5.947280928487782,3.0,4.226385131498716,1.5029877345119909,Iris-versicolor
+140,6.299621897380094,3.287751036190553,5.991078007774458,2.4999996139470593,Iris-virginica
+141,5.800868345083306,2.693570673230526,5.096993672706642,1.894384032680476,Iris-virginica
+142,6.549106641363322,3.2822303426128245,5.7889394335801,2.4999995867230127,Iris-virginica
+143,6.028146596460345,3.0,4.334809197089619,1.5156107986490306,Iris-versicolor
+144,5.3902185102729945,3.714403077037985,1.4937366887362438,0.19611594774028013,Iris-setosa
+145,4.3000005986700796,3.0,1.0977868909326105,0.10000010137007659,Iris-setosa
+146,4.78001974579851,3.0,1.405560695290141,0.10000010486191709,Iris-setosa
+147,5.582715823554558,2.644679057511191,4.12559038653344,1.273952181009,Iris-versicolor
+148,5.338551413805132,3.730544931660761,1.4991745192178272,0.2011617453998109,Iris-setosa
+149,5.40389342208943,3.0,4.491376392566921,1.4865693895864538,Iris-versicolor

iris/tab_ddpm/df/3/train.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1,3.5,1.4,0.2,Iris-setosa
+1,4.9,3.0,1.4,0.2,Iris-setosa
+2,4.7,3.2,1.3,0.2,Iris-setosa
+3,4.6,3.1,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+5,5.4,3.9,1.7,0.4,Iris-setosa
+6,4.6,3.4,1.4,0.3,Iris-setosa
+7,5.0,3.4,1.5,0.2,Iris-setosa
+8,4.4,2.9,1.4,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+11,4.8,3.4,1.6,0.2,Iris-setosa
+12,4.8,3.0,1.4,0.1,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+14,5.8,4.0,1.2,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+16,5.4,3.9,1.3,0.4,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+18,5.7,3.8,1.7,0.3,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+20,5.4,3.4,1.7,0.2,Iris-setosa
+21,5.1,3.7,1.5,0.4,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+26,5.0,3.4,1.6,0.4,Iris-setosa
+27,5.2,3.5,1.5,0.2,Iris-setosa
+28,5.2,3.4,1.4,0.2,Iris-setosa
+29,4.7,3.2,1.6,0.2,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+31,5.4,3.4,1.5,0.4,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+33,5.5,4.2,1.4,0.2,Iris-setosa
+34,4.9,3.1,1.5,0.1,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+37,4.9,3.1,1.5,0.1,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+39,5.1,3.4,1.5,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+41,4.5,2.3,1.3,0.3,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+45,4.8,3.0,1.4,0.3,Iris-setosa
+46,5.1,3.8,1.6,0.2,Iris-setosa
+47,4.6,3.2,1.4,0.2,Iris-setosa
+48,5.3,3.7,1.5,0.2,Iris-setosa
+49,5.0,3.3,1.4,0.2,Iris-setosa
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+100,6.3,3.3,6.0,2.5,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+102,7.1,3.0,5.9,2.1,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+104,6.5,3.0,5.8,2.2,Iris-virginica
+105,7.6,3.0,6.6,2.1,Iris-virginica
+106,4.9,2.5,4.5,1.7,Iris-virginica
+107,7.3,2.9,6.3,1.8,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+109,7.2,3.6,6.1,2.5,Iris-virginica
+110,6.5,3.2,5.1,2.0,Iris-virginica
+111,6.4,2.7,5.3,1.9,Iris-virginica
+112,6.8,3.0,5.5,2.1,Iris-virginica
+113,5.7,2.5,5.0,2.0,Iris-virginica
+114,5.8,2.8,5.1,2.4,Iris-virginica
+115,6.4,3.2,5.3,2.3,Iris-virginica
+116,6.5,3.0,5.5,1.8,Iris-virginica
+117,7.7,3.8,6.7,2.2,Iris-virginica
+118,7.7,2.6,6.9,2.3,Iris-virginica
+119,6.0,2.2,5.0,1.5,Iris-virginica
+120,6.9,3.2,5.7,2.3,Iris-virginica
+121,5.6,2.8,4.9,2.0,Iris-virginica
+122,7.7,2.8,6.7,2.0,Iris-virginica
+123,6.3,2.7,4.9,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+126,6.2,2.8,4.8,1.8,Iris-virginica
+127,6.1,3.0,4.9,1.8,Iris-virginica
+128,6.4,2.8,5.6,2.1,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+130,7.4,2.8,6.1,1.9,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+132,6.4,2.8,5.6,2.2,Iris-virginica
+133,6.3,2.8,5.1,1.5,Iris-virginica
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+136,6.3,3.4,5.6,2.4,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+138,6.0,3.0,4.8,1.8,Iris-virginica
+139,6.9,3.1,5.4,2.1,Iris-virginica
+140,6.7,3.1,5.6,2.4,Iris-virginica
+141,6.9,3.1,5.1,2.3,Iris-virginica
+142,5.8,2.7,5.1,1.9,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+144,6.7,3.3,5.7,2.5,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+146,6.3,2.5,5.0,1.9,Iris-virginica
+147,6.5,3.0,5.2,2.0,Iris-virginica
+148,6.2,3.4,5.4,2.3,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica

iris/tab_ddpm/df/4/synth.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.657940249804649,3.0,4.501829190243627,1.4759248193981076,Iris-versicolor
+1,6.507641740807797,3.0,5.518714277569452,1.7777745206441395,Iris-virginica
+2,4.612512705531754,3.5984885138293334,1.0000005427054655,0.2038848035085778,Iris-setosa
+3,6.745436112152468,3.0,5.448929581447328,2.086907253292991,Iris-virginica
+4,5.902089646266429,3.0,5.112813958808801,1.792388223297975,Iris-virginica
+5,6.044193594083608,2.8954583110134635,4.597302873586862,1.4589099491298738,Iris-versicolor
+6,6.300778796589727,2.2532575046778693,4.539052756819844,1.508367363865242,Iris-versicolor
+7,6.2792948494120235,3.298063996474078,5.972502845155153,2.5,Iris-virginica
+8,4.600253895378187,3.410518445447462,1.3824405067491323,0.37280548981104306,Iris-setosa
+9,5.617739392325205,2.551635244403347,3.9969219138843757,1.2272484824550451,Iris-versicolor
+10,5.345943500029918,3.8608667953442546,1.3322042586476885,0.3518619699365747,Iris-setosa
+11,7.326093169429208,2.88485227104834,6.3,1.7583983441319777,Iris-virginica
+12,7.040057421275986,3.219262823038821,4.70769986998549,1.3995221162352052,Iris-versicolor
+13,4.300000492324074,3.0,1.1030905574709746,0.1,Iris-setosa
+14,5.715942991875091,3.0,4.209904459454192,1.231534831776971,Iris-versicolor
+15,4.9546260774688635,2.0,3.2067312969601387,1.0311502736680935,Iris-versicolor
+16,4.953404000732878,2.0,3.210709403146847,0.9858515829864316,Iris-versicolor
+17,6.842284047117202,3.1591020755212695,5.713334470317179,2.275705436169847,Iris-virginica
+18,5.7025547039347115,2.8723288405251908,4.021633525355388,1.3081148166919876,Iris-versicolor
+19,5.70614349694179,4.4,1.499389868512094,0.3775630505558908,Iris-setosa
+20,4.405870726183089,2.931950805984654,1.393398196002911,0.19605808847718664,Iris-setosa
+21,5.97009546197467,2.1891631385640946,3.9895561778196043,1.0070444927203275,Iris-versicolor
+22,6.557857984452556,2.803776126797565,4.603915110147245,1.4854334321941516,Iris-versicolor
+23,5.382763826742827,3.4017727010689205,1.631379391862198,0.20202624512584746,Iris-setosa
+24,4.976731431754602,2.0000006423929566,3.6293129992244904,1.1075241950952612,Iris-versicolor
+25,5.9897936393497915,3.3932448412226135,4.474083962998833,1.590198644624244,Iris-versicolor
+26,5.753116254497914,2.5476485212250406,3.9965210657824697,1.1780266410547713,Iris-versicolor
+27,4.5811434558867035,3.667353232794473,1.0,0.19737189336629057,Iris-setosa
+28,6.406765441295167,2.7118266145882486,5.39532488287052,1.953491915387649,Iris-virginica
+29,6.048145674288118,2.295212863381253,4.141227250172537,1.1607529150289055,Iris-versicolor
+30,4.891083306494909,3.103501685051726,1.4964131671320773,0.1,Iris-setosa
+31,4.8008022435339965,3.0,1.423636141356543,0.29615069091259394,Iris-setosa
+32,6.659477536533439,3.083345546628635,4.635881453292017,1.4991940728809718,Iris-versicolor
+33,5.7604655913737455,2.5823095202441233,3.9926771861695407,1.1687648483263344,Iris-versicolor
+34,4.681624885084311,3.1933237574043027,1.3213736392334499,0.19730851409927036,Iris-setosa
+35,5.973405582787701,2.245367924112412,3.9780223121420115,1.04772783299292,Iris-versicolor
+36,6.949298840069517,3.095447893691905,5.154866467918941,2.2867910868603993,Iris-virginica
+37,6.328620005929996,3.3213957031521333,6.005094289621629,2.5,Iris-virginica
+38,4.593420367663303,3.5817727954502345,1.0,0.19329617471028065,Iris-setosa
+39,7.7,3.0,6.1154006283254025,2.3003551700128178,Iris-virginica
+40,6.708287370020043,3.294298767549484,5.757994996417287,2.4999995331824465,Iris-virginica
+41,6.402657029031431,2.8022541230112923,5.590724350840099,2.0943796183059606,Iris-virginica
+42,5.8682031105256485,2.322387900737816,4.078606635713481,1.214076434807024,Iris-versicolor
+43,5.691240957534727,2.9133651856199276,4.203593192933575,1.2883097266433707,Iris-versicolor
+44,5.294022412726577,3.761862467538095,1.495121396338004,0.19889599364647598,Iris-setosa
+45,4.791358134454417,3.4013949693757,1.5980394227628103,0.19787733840433036,Iris-setosa
+46,5.017175994394499,2.3536653197983477,3.3225551067556442,1.0382544290553393,Iris-versicolor
+47,6.422298894669627,3.214408272905936,4.4893613913967485,1.4753763887697162,Iris-versicolor
+48,5.417191766276863,3.4114326535650825,1.6097369342683703,0.19444532107678056,Iris-setosa
+49,7.1638415208919275,3.203997888447628,5.994504413415727,1.8095122113281914,Iris-virginica
+50,6.314533724267512,2.706701959107184,4.909091806786997,1.816293915812267,Iris-virginica
+51,5.484588522517301,4.115807427309669,1.4436936005099883,0.20857444376284595,Iris-setosa
+52,6.192219363824801,2.8271223100619234,4.749796872742344,1.799723765049138,Iris-virginica
+53,4.912817804441573,3.0969852219897005,1.503637648660437,0.10000009666525993,Iris-setosa
+54,6.194109924697063,2.198118850866617,4.501427158845346,1.4958464007521755,Iris-versicolor
+55,6.27892011704746,3.286514583570729,4.66105686641462,1.599008948342735,Iris-versicolor
+56,6.4201454879026,3.092928343360045,5.488193199045899,1.8068844249673968,Iris-virginica
+57,4.972825946222343,2.0,3.3417877796386986,1.0078546174302752,Iris-versicolor
+58,4.300000751242708,3.0,1.102361454498668,0.10000011760433046,Iris-setosa
+59,6.01319033153184,2.2048578543531745,3.9468076158820096,1.0756124778686869,Iris-versicolor
+60,6.003134741800131,2.2155104550003486,5.004856600690031,1.5061560487762171,Iris-virginica
+61,5.719611240645189,3.771834277786792,1.618419573834012,0.29418465607681865,Iris-setosa
+62,4.300000669836466,3.0,1.0950271498520643,0.1000000921438816,Iris-setosa
+63,5.6084584936137505,2.784806106601505,4.918804091917466,2.028331026590317,Iris-virginica
+64,5.591730067891676,2.500112958952784,3.8778962373681725,1.112518395636635,Iris-versicolor
+65,6.799019377300516,2.791238341961168,4.842920487871499,1.4124862206915008,Iris-versicolor
+66,6.1843582961230545,2.7951444593048356,4.797067232231374,1.7728848758440412,Iris-virginica
+67,6.1963994363326735,2.206010973084484,4.515921482443739,1.5008361281797293,Iris-versicolor
+68,5.696275280127393,3.7838856022573593,1.8371698348843444,0.3246231244400409,Iris-setosa
+69,5.790454309546039,2.8022317821245264,5.0850800792747135,2.399433520477514,Iris-virginica
+70,6.493127948268068,3.1591256838926616,4.5790626547196895,1.5008078157833777,Iris-versicolor
+71,5.5247416485082015,4.132628277197647,1.424412633407206,0.19790456244579852,Iris-setosa
+72,4.616826742553403,3.5945785880804513,1.0,0.2009679903219093,Iris-setosa
+73,4.6121241431386775,3.1032316847903725,1.4815695986003183,0.19820109632765892,Iris-setosa
+74,5.346013066064569,3.4597863696847937,1.5409453896607845,0.1982810252496067,Iris-setosa
+75,5.334835389130596,3.8354216366913962,1.359431208777412,0.35927634579666357,Iris-setosa
+76,6.51412806103554,2.796926195237877,4.567328082116576,1.504292318199495,Iris-versicolor
+77,5.197603108630369,2.7025299243527905,3.9015537665245636,1.4029166886138253,Iris-versicolor
+78,6.490547244632714,3.16575275678421,5.314556399943655,1.8894734788452312,Iris-virginica
+79,5.967689547562899,2.22213357525303,4.003555381414182,1.0743468351374066,Iris-versicolor
+80,6.11429970980909,2.799403190611936,4.7030291825060635,1.1941519192129013,Iris-versicolor
+81,7.073225635760548,3.0,5.891487886887571,2.096015000183123,Iris-virginica
+82,6.761892166460984,3.0,5.469602986694403,2.093898787237146,Iris-virginica
+83,5.271721751167209,3.463581785396049,1.516230946284506,0.19798359128276655,Iris-setosa
+84,7.214740810300776,3.6293271428844145,6.1148945871022065,2.5,Iris-virginica
+85,6.305169934635855,2.5197930588795967,4.998743674284762,1.8923436663048003,Iris-virginica
+86,7.699999143904987,3.0,6.101335957972748,2.3014116870357957,Iris-virginica
+87,5.489208675880003,4.199354560107046,1.409544540217448,0.19193873553718588,Iris-setosa
+88,6.638679381205336,3.0,5.446310078181658,2.095001593554716,Iris-virginica
+89,6.370004460229388,2.6418396023718023,5.240361648020105,1.8882881226024626,Iris-virginica
+90,6.260498759617014,2.714664729721224,4.89669079994727,1.8033315809960158,Iris-virginica
+91,5.413151675991032,2.4139308258053136,3.8981375756056655,1.2105396604591137,Iris-versicolor
+92,6.143644821870921,2.886778362459521,4.500935862867486,1.2303441330559701,Iris-versicolor
+93,5.477447473837217,4.136324245381573,1.4373246759548968,0.20348364639341668,Iris-setosa
+94,5.553672907092777,2.592543176067699,4.111739686336518,1.2942158668522368,Iris-versicolor
+95,4.995287171061183,3.406831690622599,1.5850922097423175,0.5067893110317125,Iris-setosa
+96,6.55929802837086,3.0,5.801961614449896,2.182472462277268,Iris-virginica
+97,5.638927293803062,3.0,4.474319351658305,1.503527196242078,Iris-versicolor
+98,5.022823860083934,2.0000008915143974,3.768876059843405,1.1070937963454257,Iris-versicolor
+99,5.510180251306989,2.611359486983098,4.300038700186602,1.218195384742031,Iris-versicolor
+100,5.2894309040513185,2.6888009027277944,3.984925190449729,1.361754364980244,Iris-versicolor
+101,6.673374532280526,2.49508806428953,5.789092891520305,1.8108333291167322,Iris-virginica
+102,4.404211845921264,2.931928832240344,1.393740008864439,0.20035750857127355,Iris-setosa
+103,4.3,3.0,1.1083687227960823,0.1,Iris-setosa
+104,5.505024264769021,4.213445875592039,1.38664984835202,0.19857863117727884,Iris-setosa
+105,4.601148599803218,3.389481646533748,1.4055365820186883,0.2994903796877295,Iris-setosa
+106,6.121827297370116,2.8083256316586573,4.024421653033696,1.316972816869022,Iris-versicolor
+107,5.044259288955515,3.4410917936670087,1.5015003362853907,0.20241336048233283,Iris-setosa
+108,4.899875815602443,2.485386900316355,4.491346329620998,1.704784110656278,Iris-virginica
+109,6.899228213770563,3.2066360560182217,5.706772500033109,2.299090330798969,Iris-virginica
+110,5.851682993700401,2.6180941064658714,4.013156926912783,1.1950467439257766,Iris-versicolor
+111,6.591884199367322,2.8025030933811195,4.642317409066379,1.4812160737849873,Iris-versicolor
+112,5.156157960515613,3.4976643560582628,1.511178516454863,0.19857527144446246,Iris-setosa
+113,7.7,3.0,6.088661761208491,2.2930949376922376,Iris-virginica
+114,6.864976481839698,3.143825662705904,4.757017500599993,1.4807566622186943,Iris-versicolor
+115,6.124990198813348,2.5910544218291522,5.622855750998657,1.407169611936622,Iris-virginica
+116,6.276183973409846,2.4883246390047935,5.000867961545113,1.8923377646624457,Iris-virginica
+117,6.395465317345111,2.6962793511917416,5.281311487591162,1.9045411848178562,Iris-virginica
+118,5.810064397807528,2.820833421167607,5.107400048774886,2.408920884721785,Iris-virginica
+119,5.555885433213655,2.461300463595324,3.8592100579941158,1.0948995049798533,Iris-versicolor
+120,5.689080537104396,2.981565667429631,4.215337590433196,1.2381414524146919,Iris-versicolor
+121,6.933597196756967,3.093174601071625,4.892292495697887,1.4972565899131332,Iris-versicolor
+122,6.174569329643158,3.01539186249818,5.361085327386426,1.7838573965408158,Iris-virginica
+123,6.5053161279543685,3.1679776843489353,4.583785094861405,1.4892053981959463,Iris-versicolor
+124,5.326093799614859,3.6757013286754434,1.5052576958992887,0.1982700944917981,Iris-setosa
+125,5.688167402492567,4.4,1.5004216753516257,0.4997063570199346,Iris-setosa
+126,5.798434929745222,2.803432145505247,5.127067438817196,2.419001126132115,Iris-virginica
+127,7.268973440197515,2.876647306824283,6.3,1.801139210808471,Iris-virginica
+128,5.99368589361011,2.704365392476289,5.091502292115166,1.5967644894807065,Iris-versicolor
+129,5.4946973204224685,3.0,4.491703476256919,1.5120709144892488,Iris-versicolor
+130,5.682568179519773,2.8328164402126683,4.183995783686418,1.2952664708371777,Iris-versicolor
+131,4.59364414110695,3.092785082069403,1.4968989082519202,0.19692651482684492,Iris-setosa
+132,7.7,3.0,6.103820385316098,2.29420400054855,Iris-virginica
+133,4.772964185899775,3.0,1.3781937982746857,0.1,Iris-setosa
+134,5.5830776473521455,2.7949266849526273,4.866489695602906,1.9954294191775352,Iris-virginica
+135,5.389827204154507,2.506151826931929,3.949794802116091,1.2739751357646834,Iris-versicolor
+136,5.7612641740711465,2.700528410628096,5.088532938509646,1.8965750300225976,Iris-virginica
+137,6.78841184840545,2.7921884046626912,4.774541250953851,1.4105801665813802,Iris-versicolor
+138,7.200690744133052,3.6083027155189056,6.127887245311997,2.5,Iris-virginica
+139,7.14657177086001,3.0,5.911177565914793,2.0928276675097424,Iris-virginica
+140,7.6999991586289465,3.0,6.1077255524009315,2.30010721966448,Iris-virginica
+141,5.68223767416253,2.885812390118571,4.202142844072867,1.3163302242816992,Iris-versicolor
+142,6.202320132533056,2.908389797728871,4.30929772158829,1.2898548713500801,Iris-versicolor
+143,4.59286342620588,3.6690981070991526,1.0,0.20561820614640214,Iris-setosa
+144,6.110693699452454,2.823652758781363,4.6988657002671985,1.220408400030611,Iris-versicolor
+145,5.477120179541982,3.0,4.4841984676839965,1.4924031701280962,Iris-versicolor
+146,5.8427552394929165,3.0,4.177696491172905,1.4647191287651438,Iris-versicolor
+147,6.00461883830038,2.2193607227351415,5.003725186645498,1.4575183765436408,Iris-virginica
+148,5.711725350073889,3.0,4.439177543399623,1.5069751292472113,Iris-versicolor
+149,5.000090800908539,3.4683645136324617,1.6805506065757356,0.5068851436624069,Iris-setosa

iris/tab_ddpm/df/4/train.csv

@@ -0,0 +1,151 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1,3.5,1.4,0.2,Iris-setosa
+1,4.9,3.0,1.4,0.2,Iris-setosa
+2,4.7,3.2,1.3,0.2,Iris-setosa
+3,4.6,3.1,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+5,5.4,3.9,1.7,0.4,Iris-setosa
+6,4.6,3.4,1.4,0.3,Iris-setosa
+7,5.0,3.4,1.5,0.2,Iris-setosa
+8,4.4,2.9,1.4,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+11,4.8,3.4,1.6,0.2,Iris-setosa
+12,4.8,3.0,1.4,0.1,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+14,5.8,4.0,1.2,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+16,5.4,3.9,1.3,0.4,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+18,5.7,3.8,1.7,0.3,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+20,5.4,3.4,1.7,0.2,Iris-setosa
+21,5.1,3.7,1.5,0.4,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+26,5.0,3.4,1.6,0.4,Iris-setosa
+27,5.2,3.5,1.5,0.2,Iris-setosa
+28,5.2,3.4,1.4,0.2,Iris-setosa
+29,4.7,3.2,1.6,0.2,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+31,5.4,3.4,1.5,0.4,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+33,5.5,4.2,1.4,0.2,Iris-setosa
+34,4.9,3.1,1.5,0.1,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+37,4.9,3.1,1.5,0.1,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+39,5.1,3.4,1.5,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+41,4.5,2.3,1.3,0.3,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+45,4.8,3.0,1.4,0.3,Iris-setosa
+46,5.1,3.8,1.6,0.2,Iris-setosa
+47,4.6,3.2,1.4,0.2,Iris-setosa
+48,5.3,3.7,1.5,0.2,Iris-setosa
+49,5.0,3.3,1.4,0.2,Iris-setosa
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+100,6.3,3.3,6.0,2.5,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+102,7.1,3.0,5.9,2.1,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+104,6.5,3.0,5.8,2.2,Iris-virginica
+105,7.6,3.0,6.6,2.1,Iris-virginica
+106,4.9,2.5,4.5,1.7,Iris-virginica
+107,7.3,2.9,6.3,1.8,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+109,7.2,3.6,6.1,2.5,Iris-virginica
+110,6.5,3.2,5.1,2.0,Iris-virginica
+111,6.4,2.7,5.3,1.9,Iris-virginica
+112,6.8,3.0,5.5,2.1,Iris-virginica
+113,5.7,2.5,5.0,2.0,Iris-virginica
+114,5.8,2.8,5.1,2.4,Iris-virginica
+115,6.4,3.2,5.3,2.3,Iris-virginica
+116,6.5,3.0,5.5,1.8,Iris-virginica
+117,7.7,3.8,6.7,2.2,Iris-virginica
+118,7.7,2.6,6.9,2.3,Iris-virginica
+119,6.0,2.2,5.0,1.5,Iris-virginica
+120,6.9,3.2,5.7,2.3,Iris-virginica
+121,5.6,2.8,4.9,2.0,Iris-virginica
+122,7.7,2.8,6.7,2.0,Iris-virginica
+123,6.3,2.7,4.9,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+126,6.2,2.8,4.8,1.8,Iris-virginica
+127,6.1,3.0,4.9,1.8,Iris-virginica
+128,6.4,2.8,5.6,2.1,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+130,7.4,2.8,6.1,1.9,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+132,6.4,2.8,5.6,2.2,Iris-virginica
+133,6.3,2.8,5.1,1.5,Iris-virginica
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+136,6.3,3.4,5.6,2.4,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+138,6.0,3.0,4.8,1.8,Iris-virginica
+139,6.9,3.1,5.4,2.1,Iris-virginica
+140,6.7,3.1,5.6,2.4,Iris-virginica
+141,6.9,3.1,5.1,2.3,Iris-virginica
+142,5.8,2.7,5.1,1.9,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+144,6.7,3.3,5.7,2.5,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+146,6.3,2.5,5.0,1.9,Iris-virginica
+147,6.5,3.0,5.2,2.0,Iris-virginica
+148,6.2,3.4,5.4,2.3,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica