a

iris/tab_ddpm/3_1/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.699999055323409,2.8564298925996914,6.699998831172239,1.9914757524636781,Iris-virginica
+1,7.699998737294567,2.775014974330798,6.699998873811601,1.9597302865639894,Iris-virginica
+2,6.196545258631416,2.587040571683187,4.962846287796735,1.5315748319379219,Iris-versicolor
+3,5.834115475837876,2.711992809627084,5.102052462400447,1.911300830279458,Iris-virginica
+4,5.397346774565227,2.9957017330505242,4.507912655134951,1.4938884922137732,Iris-versicolor
+5,5.784549224294196,2.715973732459162,5.076069817329994,1.8848190354150645,Iris-virginica
+6,5.073544713361656,3.6038835156193665,1.4382284323253423,0.2,Iris-setosa
+7,5.089112854918336,3.330432508705756,1.3018198865464292,0.2,Iris-setosa
+8,6.6633892952435385,3.014737500540463,4.41723835888448,1.401620721710182,Iris-versicolor
+9,5.021425296006028,3.473255150066792,1.3391378714259285,0.28726076509585163,Iris-setosa
+10,5.32918035494267,2.99560106409509,4.478500047878759,1.5089958055783401,Iris-versicolor
+11,5.514924942123859,4.2122084211566335,1.4004564683508756,0.2,Iris-setosa
+12,4.953821290228883,3.3758497914929904,1.6165279384170332,0.2,Iris-setosa
+13,5.118905085843378,2.5012800602607967,3.149478071296322,1.07008160820876,Iris-versicolor
+14,5.510568158830299,2.3895275496015187,3.4451173775779003,0.9871848305359663,Iris-versicolor
+15,6.550132272948351,3.1535345070986085,4.505871661590511,1.4647269485235084,Iris-versicolor
+16,5.501836535385585,2.5944746204935494,4.273673901928389,1.2708564327299314,Iris-versicolor
+17,5.735753110817358,4.4,1.5401240977541626,0.3951059559023985,Iris-setosa
+18,4.974248153761574,2.4189324414495936,3.1942314035772994,0.9983636946414776,Iris-versicolor
+19,6.860016044982854,3.016448608317606,5.530570182279124,2.134150125607202,Iris-virginica
+20,5.026372238597594,3.4862890117536525,1.302723638305856,0.2985508481553686,Iris-setosa
+21,5.24809548375679,2.7428512905680975,4.0124447564214885,1.4167273797658058,Iris-versicolor
+22,5.01262976199481,3.551261285509927,1.3765762630350937,0.31110561838850825,Iris-setosa
+23,5.417354821574325,2.4364547713716216,3.654891531286527,1.1298887526566028,Iris-versicolor
+24,5.235187699978916,3.471463280947393,1.5467516515124267,0.2,Iris-setosa
+25,5.842776093553862,3.1429360221600207,4.751338517378999,1.7053341888903806,Iris-versicolor
+26,5.851443203555407,3.1627718988210143,4.691061611164736,1.6898835455233123,Iris-versicolor
+27,6.019209689649675,2.9934175844038253,4.898845565889051,1.7993007548212836,Iris-virginica
+28,7.699998058004231,2.7941902024437746,6.699998316247503,2.043788398705259,Iris-virginica
+29,5.161345786796118,3.4475882456795635,1.4923891415058341,0.2,Iris-setosa
+30,7.7,2.850374304980298,6.7,2.017579374290129,Iris-virginica
+31,5.56202591490985,2.6004371228850256,4.2742260294090695,1.2742115105147978,Iris-versicolor
+32,4.957462910676877,3.1254888611016844,1.2199309141713934,0.2,Iris-setosa
+33,5.201226517517631,3.4997062933230687,1.5222312617582174,0.2,Iris-setosa
+34,5.674030565019764,2.3857897413800577,4.042353511016503,0.9593932649547566,Iris-versicolor
+35,7.699997831752192,2.8109384266763127,6.699996746203082,1.980914858233615,Iris-virginica
+36,6.67765198314679,2.9719340003758985,4.975606900607776,1.6599420590974625,Iris-versicolor
+37,6.695174861086345,3.0647032115298423,4.499445321358052,1.4207154684239476,Iris-versicolor
+38,6.399396281009601,3.089774951525489,5.460339944373814,1.8002570100716007,Iris-virginica
+39,5.103061071002743,3.8462614406821354,1.643761236926181,0.4230808476582509,Iris-setosa
+40,4.7729348700040894,3.473467638516858,1.3735473334376678,0.31327765555036813,Iris-setosa
+41,5.319837779897116,3.3936084655599563,1.6628484306765254,0.2,Iris-setosa
+42,6.805992907097625,2.986940365096639,5.514831235461555,2.1023419244129684,Iris-virginica
+43,5.521946050531619,4.226671719898176,1.3775185546362463,0.2,Iris-setosa
+44,6.087710339451345,3.319511933288638,4.506232621049117,1.5710625288629618,Iris-versicolor
+45,6.123576778924149,2.9330778190921336,4.459418547327249,1.3382540846981954,Iris-versicolor
+46,6.289284325117745,2.6884316563335835,4.92860629360304,1.797804995075523,Iris-virginica
+47,4.643425497565224,3.1789042138092634,1.3633760227059615,0.2,Iris-setosa
+48,6.0930963297603284,2.949530091485803,4.9389628004287465,1.7961862261566666,Iris-virginica
+49,6.420491696023726,3.0997031135250332,5.494298267121883,1.797420371542026,Iris-virginica
+50,7.6999984390165235,2.738307124956514,6.7,1.998619383666775,Iris-virginica
+51,4.8572122155959,3.4428880024781643,1.412096612743091,0.30078850179556516,Iris-setosa
+52,4.400000573224455,3.1834822328684633,1.3011337911364926,0.2,Iris-setosa
+53,6.3039251363724516,3.38207471472338,5.588461969087808,2.393491629841628,Iris-virginica
+54,7.239140347993456,2.9199813605148406,6.2502579724828005,1.8045964616064234,Iris-virginica
+55,4.4,3.212796098602041,1.3156900905168731,0.2,Iris-setosa
+56,4.834039705496008,2.3801332035067957,3.411693959498608,1.0071528740513869,Iris-versicolor
+57,6.905255342054117,3.209310919961677,5.688316147877589,2.248301915818992,Iris-virginica
+58,5.104947541658593,3.5965580333038827,1.4523415064999436,0.3788657676745627,Iris-setosa
+59,5.436447129970077,2.968490541049386,4.473402012981596,1.4829528581643139,Iris-versicolor
+60,4.9809392148595695,2.423797961895935,3.0315856786306385,1.130169856485208,Iris-versicolor
+61,5.16449493316793,3.46490694019146,1.5073900343290085,0.2,Iris-setosa
+62,5.103617822251249,3.3178217042356777,1.6918473862480872,0.43110131386643336,Iris-setosa
+63,7.7,2.814680954663628,6.7,1.9999658300199727,Iris-virginica
+64,6.0424453941005405,2.920345286958342,4.3146642519975735,1.3640519955050878,Iris-versicolor
+65,4.774027811867656,3.389528670800143,1.5720376785869168,0.2,Iris-setosa
+66,5.492073235646284,2.403665347406588,3.8131361997184356,1.04111376825483,Iris-versicolor
+67,5.9919838446026,3.016601448946194,5.1994710586043835,1.8028961583354128,Iris-virginica
+68,4.400000506800265,2.9002971844262073,1.400806652258683,0.2,Iris-setosa
+69,6.297310980041912,2.470157572325888,5.006847552253247,1.906302522604262,Iris-virginica
+70,6.400802413417538,3.102030323792859,5.526316640562697,1.8164599657291847,Iris-virginica
+71,6.684805852251325,3.3084793501835117,5.6648340337087655,2.14787712671733,Iris-virginica
+72,5.880276245978849,3.2058073195605084,4.825196441484631,1.817047150682922,Iris-versicolor
+73,6.37617911002948,2.8156670250039277,5.1449850820865075,1.518492529221881,Iris-virginica
+74,4.596146078871396,3.581305237933391,1.0000006778351282,0.2,Iris-setosa
+75,4.941180829024907,3.4729779757272894,1.2903488438229382,0.2938547457844083,Iris-setosa
+76,5.198592683867676,3.5038316252961756,1.4434784458215495,0.2,Iris-setosa
+77,4.489341971134322,2.2918378054054154,1.2845631131375725,0.29284031113340797,Iris-setosa
+78,5.467700688077875,2.393036578059984,3.791917053973024,0.944340677189169,Iris-versicolor
+79,5.09848328225273,3.31199789563082,1.69932310575522,0.5146423645615598,Iris-setosa
+80,4.847465297380557,2.949294286448155,1.40868184113368,0.2,Iris-setosa
+81,5.9462232103125,3.359752904728735,4.623242311389001,1.7024575178274652,Iris-versicolor
+82,4.785327606404334,3.060925973990398,1.413564597526255,0.2,Iris-setosa
+83,5.151502679109665,3.4215351479033096,1.4223623386213522,0.2,Iris-setosa
+84,5.895721414161992,3.153803908093806,4.753161507474387,1.7304594440059062,Iris-versicolor
+85,5.684377471396943,3.0322335071527897,4.2790750101229555,1.3731081117536157,Iris-versicolor
+86,5.09729555723102,2.4906314222568753,2.953172941988302,1.123862494538103,Iris-versicolor
+87,6.017207942359996,2.6953438275760417,5.110852269514201,1.6151139465257371,Iris-versicolor
+88,6.688737719409637,3.094542491799023,4.445870918136773,1.405962731322549,Iris-versicolor
+89,5.402865246955016,3.459006823660018,1.698766306095928,0.2,Iris-setosa
+90,6.031351323450005,3.3521782944445486,4.49641954871458,1.5696138804926754,Iris-versicolor
+91,5.8970497638595365,2.981295291891716,5.090221376085625,1.813244163443191,Iris-virginica
+92,7.02585219096485,3.0190750300720337,5.836150592720008,2.121149742532284,Iris-virginica
+93,5.285830180478998,3.406052783553404,1.6641806891079156,0.2,Iris-setosa
+94,6.386582664378066,2.9766686852851163,5.562107665173673,1.7738428557420263,Iris-virginica
+95,4.400000731243526,2.9450279428795474,1.3865832485877225,0.2,Iris-setosa
+96,4.499932700973234,2.3004098196245995,1.3151987820756288,0.3011021746055772,Iris-setosa
+97,4.9786701598837055,3.5791921529302844,1.3953915246480926,0.2,Iris-setosa
+98,6.255781387243251,2.970587078502677,4.500556513925397,1.3758753104608983,Iris-versicolor
+99,6.00749648318321,2.6977461438184083,5.083294429106011,1.5799122326167612,Iris-versicolor
+100,5.08508831869503,3.7532856168582605,1.528387080542906,0.4602686053952279,Iris-setosa
+101,5.77393964297017,2.630924853364275,5.080085783799148,1.9134486127631516,Iris-virginica
+102,5.604651090377279,3.0019277046530712,4.4914669699348755,1.5061156067321542,Iris-versicolor
+103,4.924247984019403,2.430948457493589,3.263999709026264,1.1131861111181904,Iris-versicolor
+104,6.627744405103361,3.0967491541210186,4.4323337236460905,1.428212011331426,Iris-versicolor
+105,6.018391274679779,2.2,5.004108839364784,1.4954174938027638,Iris-virginica
+106,5.918288092820394,3.220639816102391,4.7721800570407344,1.7675586154735383,Iris-versicolor
+107,7.086433302116128,3.017454944267453,5.81531508569554,2.12249523195039,Iris-virginica
+108,6.337619751545922,2.972248732266828,5.535293698447044,1.768036593731214,Iris-virginica
+109,4.400000837144914,3.1769686511027335,1.3287061104713251,0.2,Iris-setosa
+110,7.699998793444343,2.7776876546173246,6.699998874949424,1.9895190854386906,Iris-virginica
+111,6.042523959365934,2.9829487229388563,4.574029440780383,1.372760788658347,Iris-versicolor
+112,6.374238754395974,3.1939362544646643,4.535186646922194,1.5090603098200155,Iris-versicolor
+113,5.111976028549327,3.835875980651573,1.6088531747580779,0.2,Iris-setosa
+114,6.542412882344578,3.139019795717506,4.485822681137181,1.4551719315566443,Iris-versicolor
+115,5.242733277488508,3.403627373817749,1.5989695137226219,0.2,Iris-setosa
+116,5.320573581006239,2.9444162364565813,4.359437955478252,1.4809779377847634,Iris-versicolor
+117,6.349037195250937,2.7204685021328667,4.9934423886350325,1.629915169590664,Iris-versicolor
+118,7.699997752746424,2.770686510471194,6.699998651552943,1.9722934987352958,Iris-virginica
+119,4.988558028855798,3.5147632418935775,1.2581072398807074,0.31296655765562575,Iris-setosa

iris/tab_ddpm/3_1/0/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/tab_ddpm/3_1/0/train.csv

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

iris/tab_ddpm/3_1/0/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/tab_ddpm/3_1/1/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.974397881040496,3.1747291680987137,1.2737855858018583,0.2,Iris-setosa
+1,4.7862637341040335,3.3757800472276114,1.402373317720871,0.24588605020667298,Iris-setosa
+2,5.328660779914244,3.908274055221975,1.4271634393514723,0.477940697474067,Iris-setosa
+3,5.687851783705183,4.3999985429617166,1.4982195701741519,0.39734027654925475,Iris-setosa
+4,5.677436117179227,2.854054561014119,4.217663367914489,1.3585198131274483,Iris-versicolor
+5,5.053969111993322,3.3033407749111503,1.288506029178945,0.2,Iris-setosa
+6,5.427699324501062,2.609901949793204,4.1542415527997525,1.3210091768663643,Iris-versicolor
+7,5.808317780252053,2.708700529119882,5.109309288742308,1.8989962074667468,Iris-virginica
+8,6.034520939514764,3.4093038060178666,4.48810248055064,1.5903044113236695,Iris-versicolor
+9,4.849144164439484,2.409403756644617,3.2658042631770803,0.9262918806975771,Iris-versicolor
+10,6.563486694893832,3.0328349214932615,4.530772386838512,1.424178790883129,Iris-versicolor
+11,4.4,3.2239790315411234,1.282332472629823,0.2,Iris-setosa
+12,6.476516461756367,2.9457970439421644,5.520078353819314,1.8113652248674468,Iris-virginica
+13,6.680888553735307,2.9965954689779317,5.012566065035181,1.7192147829337556,Iris-versicolor
+14,4.7935101193766885,3.0567663159962972,1.377516912047446,0.2,Iris-setosa
+15,4.400000575098625,2.8887097987175054,1.396074516714622,0.2,Iris-setosa
+16,5.100412450893491,2.500643354088352,2.856962035147896,1.1236326857692185,Iris-versicolor
+17,5.3733663433464764,3.428668703165174,1.653895634673128,0.2,Iris-setosa
+18,6.047239266451902,2.722656241422978,5.098347348096789,1.608667096600691,Iris-versicolor
+19,5.983491022765,3.0019107810017753,4.924961824259496,1.8081996567737526,Iris-virginica
+20,6.744212551265273,3.292149034402056,5.6997624839252445,2.1474993222719188,Iris-virginica
+21,6.7785337833547805,3.2641229041426376,5.66165858033109,2.5,Iris-virginica
+22,6.306970026679923,3.3782299141038123,5.590517836331967,2.4064041385707475,Iris-virginica
+23,6.522897224153837,2.970525419790603,5.524715389530877,1.8007582643181417,Iris-virginica
+24,6.918806402904799,3.001850954345344,5.605569405809243,2.1032385742637616,Iris-virginica
+25,4.95740313276834,3.2052562594264042,1.4207142383870135,0.2,Iris-setosa
+26,5.160770078692618,3.444323053282189,1.4068990864870705,0.2,Iris-setosa
+27,7.183325995956681,2.972969459680077,5.995994018300127,1.9851207302486884,Iris-virginica
+28,7.342720088267326,2.9073588786619156,6.370392144371353,1.785354613975545,Iris-virginica
+29,5.876446736828996,3.1898593958305814,4.809686395106955,1.8215618365668995,Iris-versicolor
+30,6.171856449966147,3.00137024839919,4.58504262132355,1.3787330707257273,Iris-versicolor
+31,5.54914025549384,2.649226429456632,4.1994464480315425,1.2762595089012267,Iris-versicolor
+32,6.332183801371711,2.727439344882778,4.9095061347491145,1.7985165184836969,Iris-virginica
+33,7.270839911637892,2.9134570139386855,6.299864106359867,1.7759852868247148,Iris-virginica
+34,6.768834977244472,3.2965116643748757,5.756650489136021,2.1170786983015115,Iris-virginica
+35,5.391384475985995,3.870147885122429,1.3119674863192896,0.3878749965110433,Iris-setosa
+36,7.699998892154046,2.732045787403212,6.699997331224825,1.9959685254992896,Iris-virginica
+37,5.4020297600373235,3.921304631566878,1.2604720496169137,0.5349930241944345,Iris-setosa
+38,6.213199495636278,3.2768361043784218,4.509205161709246,1.524120279968161,Iris-versicolor
+39,4.565425953055639,3.6155179613264217,1.0,0.2,Iris-setosa
+40,5.04105343360729,3.490300202688409,1.308494980287437,0.2629427183837636,Iris-setosa
+41,4.854766630728099,3.0804272806603503,1.4965774589067982,0.1000001802826893,Iris-setosa
+42,5.104666638228904,3.305366087486127,1.7273384187447596,0.4502263416010599,Iris-setosa
+43,6.541789753331395,2.9666408309229517,4.3807687245998554,1.3827490231031976,Iris-versicolor
+44,5.931484447282081,2.987902358608463,4.263897913030359,1.3335010779609164,Iris-versicolor
+45,5.3962914599709775,3.8823834255615624,1.982199095924932,0.4039546073583751,Iris-setosa
+46,6.341915401439544,3.3829062550458615,5.5967727110070955,2.4037139878175573,Iris-virginica
+47,5.108948629953476,3.2830151001025794,1.6908681757303232,0.438384556455951,Iris-setosa
+48,5.478731621484256,4.215162781833054,1.3977290916802967,0.2,Iris-setosa
+49,5.172383760192039,3.4742093916415167,1.4896556097639124,0.2,Iris-setosa
+50,5.8877875970582,3.19502242368166,4.809427357172869,1.7977434764630176,Iris-versicolor
+51,4.9099545820361925,3.0404688603538483,1.393977131215813,0.2,Iris-setosa
+52,5.499584535241032,2.6754036408795514,4.160577451790311,1.3105645137100526,Iris-versicolor
+53,6.30239211162712,2.7997077425363535,5.09161409629243,1.516091676598451,Iris-virginica
+54,5.770869391675751,2.6567663516821627,5.078904494590178,1.9359303057730548,Iris-virginica
+55,5.080814204421308,3.517604234461587,1.3934751975805852,0.30536712291385726,Iris-setosa
+56,6.3865817692738025,3.089465637195786,5.495531976089036,1.8076765007712705,Iris-virginica
+57,5.8467820508884705,2.9845944509217457,4.347805956915415,1.3500265209825404,Iris-versicolor
+58,6.37838291697949,2.9605029838368844,5.532281623779173,1.8104340321856183,Iris-virginica
+59,5.212697710786009,3.4234876366307203,1.4099105613769554,0.2,Iris-setosa
+60,6.000064477696801,3.0062135973338084,4.500518715487108,1.3932659997641585,Iris-versicolor
+61,6.154632952972811,2.865874982841522,4.838828738933167,1.8062794521761598,Iris-virginica
+62,5.099450641808183,3.7707813308806966,1.6320472178623107,0.2,Iris-setosa
+63,4.700584430028989,3.398693561336727,1.46892421801191,0.279943214856651,Iris-setosa
+64,4.4,2.9058262583749728,1.4049256741688367,0.2,Iris-setosa
+65,5.459821258847797,3.0049611959047824,4.556359426953091,1.5061537049813083,Iris-versicolor
+66,5.114594774954251,2.468679325092717,3.2913478980076443,1.0926392747490314,Iris-versicolor
+67,4.831566103651375,2.376259170304231,3.2708675421788445,0.9905114672598662,Iris-versicolor
+68,5.133692899358885,2.4991602571712885,3.008683392969539,1.0213576336690537,Iris-versicolor
+69,4.980882412108742,3.188350788075208,1.2381392042329817,0.2,Iris-setosa
+70,5.205154414315071,3.4080327123452157,1.4314318710612584,0.2,Iris-setosa
+71,5.480837595576178,2.4107515422505585,3.8852804387613196,1.1481597512719341,Iris-versicolor
+72,5.113605891523848,3.2919378624742097,1.6984919260074087,0.49244773489882243,Iris-setosa
+73,5.5118524274043335,3.0172956799474364,4.559990814385222,1.5152292646395937,Iris-versicolor
+74,5.496911864988698,2.3960824440602475,3.6568133111368106,0.9936113685654077,Iris-versicolor
+75,5.509012001613506,2.990194483407171,4.454437207684238,1.4896394780106317,Iris-versicolor
+76,4.911141445678548,2.408387174137124,3.2137911256847396,1.0394726087297022,Iris-versicolor
+77,4.4,3.005617996654638,1.3736042447272392,0.2,Iris-setosa
+78,4.911776623161642,2.4153367075961074,3.1768101898577465,0.9940097794317223,Iris-versicolor
+79,6.311955873836624,2.7036336245571793,4.923176348626554,1.8179932219001755,Iris-virginica
+80,5.045971051036403,3.5092439526758437,1.372195153477538,0.32021127909199587,Iris-setosa
+81,5.094689218832748,3.345163803070489,1.359533019426615,0.2,Iris-setosa
+82,6.089010301842393,2.6064215830715556,5.573411246206889,1.3980095936342416,Iris-virginica
+83,5.995203691737842,3.37483712040211,4.469677096618677,1.54542004083296,Iris-versicolor
+84,6.6811128821142844,2.9419818673278835,5.453158196493404,2.053671346742066,Iris-virginica
+85,7.699997753405594,2.83462247288848,6.69999702672901,1.979960979152059,Iris-virginica
+86,6.334598022305596,3.393481969576535,5.576040656717361,2.3787313743658887,Iris-virginica
+87,7.27012619073957,2.9011000530411595,6.3030847583112175,1.7964278880340503,Iris-virginica
+88,7.699999007429676,2.8175026373435657,6.699998913722533,1.9848745166035895,Iris-virginica
+89,4.4,2.926264881861612,1.3723714522174997,0.2,Iris-setosa
+90,6.099256122858831,2.587398058313847,5.63324594567624,1.3912090035496727,Iris-virginica
+91,6.097231776903084,3.3221181327172506,4.51581234149159,1.5904922138065005,Iris-versicolor
+92,6.253274708372575,2.663092189011922,4.9900266955948025,1.5860156865541601,Iris-versicolor
+93,6.585774440066999,2.975133148892752,4.355704225341642,1.3842295140981464,Iris-versicolor
+94,6.29034791525426,2.508798016887794,5.00084611388804,1.898607404036171,Iris-virginica
+95,5.424358396249754,2.991630744450871,4.498071738028748,1.4914380079869916,Iris-versicolor
+96,5.059022901247468,3.490492439311851,1.3378096628237888,0.2795238984490189,Iris-setosa
+97,5.827754239963941,2.750630948944632,5.128075902745059,1.9058802429089265,Iris-virginica
+98,6.275631944718251,2.784723548653856,5.020684570679869,1.6540468860072908,Iris-virginica
+99,6.3430913758227785,2.8659847164070347,5.568683290072728,1.8115130717045687,Iris-virginica
+100,7.7,2.815052020010248,6.7,1.9961783832457425,Iris-virginica
+101,5.982735340356128,3.3830879932088003,4.561304144413123,1.5962006162179911,Iris-versicolor
+102,5.593676802188824,2.998924734939368,4.492296027532006,1.4899548919694845,Iris-versicolor
+103,6.107507245226645,2.92930212097355,4.825206616322283,1.7889049455156156,Iris-virginica
+104,6.6572375351013715,3.0404365841064407,4.400564578669015,1.4142350195744255,Iris-versicolor
+105,6.002925360513909,3.3408383008243723,4.498271428470484,1.5796215032044298,Iris-versicolor
+106,5.470384263301713,2.9899432426224926,4.36621238923581,1.4442355352347302,Iris-versicolor
+107,5.584681478448251,3.0277986050093775,4.075684235811367,1.316937366795714,Iris-versicolor
+108,6.486754496403149,3.055313426652728,5.485552225924663,1.8187344769918596,Iris-virginica
+109,5.46461315829354,2.517595916260447,4.236556912571686,1.1339886687435063,Iris-versicolor
+110,7.699998270881383,2.784976986904493,6.699998450701543,1.9867816563004852,Iris-virginica
+111,7.7,2.780104914352381,6.7,2.025373302439976,Iris-virginica
+112,7.6999986106521385,2.7804295729794393,6.699998580287669,1.9821147237503467,Iris-virginica
+113,4.580826768343567,3.2055200146478326,1.3631561394356015,0.2,Iris-setosa
+114,4.602617796409926,3.3824765783461572,1.3884682671240272,0.2950180313810217,Iris-setosa
+115,4.883895777477009,3.1042349895913004,1.5157408768407015,0.1,Iris-setosa
+116,6.302741408089943,2.674989475294858,4.944211428910751,1.8071476102334891,Iris-virginica
+117,5.206174306929297,3.409615762159682,1.4017221453731235,0.2,Iris-setosa
+118,5.488854981895369,4.149797172836088,1.4013056252316405,0.2,Iris-setosa
+119,5.977067546109925,3.314675089304916,4.568214505668081,1.623469466845593,Iris-versicolor

iris/tab_ddpm/3_1/1/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/tab_ddpm/3_1/1/train.csv

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

iris/tab_ddpm/3_1/1/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/tab_ddpm/3_1/10/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.489955704201697,2.4334134497403235,3.848584322881117,1.118570968104829,Iris-versicolor
+1,6.022068350505247,2.7033165491471154,5.190018011628618,1.6113134115509844,Iris-versicolor
+2,6.001863067453084,2.964976312613144,4.853815855298049,1.8213072865922393,Iris-virginica
+3,6.007560150464911,3.402928321593143,4.461980736167217,1.5877942743538973,Iris-versicolor
+4,6.700978509943366,3.287004411203397,5.701281737539234,2.4999994621825623,Iris-virginica
+5,5.842733583780623,2.97444506952487,4.217854150931577,1.4444049422857796,Iris-versicolor
+6,4.866822581227856,2.4190250132705584,3.109655970053752,0.8945215396900381,Iris-versicolor
+7,6.677489658787385,3.1134879924947994,4.410143301089855,1.4112969521435543,Iris-versicolor
+8,5.264005879862323,3.6379849524387464,1.5780954642048912,0.2477289603169398,Iris-setosa
+9,6.57129110001009,3.1183288761883112,5.550694117664188,1.972616212310325,Iris-virginica
+10,6.324452445370115,2.296408147849677,4.471762037700462,1.2984288777943032,Iris-versicolor
+11,5.942608027121256,3.1857416952131534,4.68550620457267,1.7949823249318515,Iris-versicolor
+12,4.985859318328824,3.2428104092155228,1.4067942680207879,0.2,Iris-setosa
+13,6.381462152402087,2.6198888231452075,5.192615842445716,1.9101311229182454,Iris-virginica
+14,5.061023459340741,3.598691122081506,1.4358795700760476,0.3761558837850035,Iris-setosa
+15,5.5003714229363485,2.392982381311467,3.735667219909387,1.0924119926836247,Iris-versicolor
+16,5.096540640964947,3.7427515549219086,1.610567976168129,0.2,Iris-setosa
+17,6.000190685426029,2.2,5.024964938113465,1.4884430797129102,Iris-virginica
+18,5.773535662560138,2.995650124551057,4.283461568592241,1.488514952116549,Iris-versicolor
+19,6.0057286246748545,3.39213714798786,4.489305814134892,1.5760432014209804,Iris-versicolor
+20,5.123526940666315,3.6032982158936435,1.5613136202123536,0.2,Iris-setosa
+21,5.086477161510572,3.324740923383791,1.6652379899045588,0.2439650024016219,Iris-setosa
+22,6.010844168504647,3.007564582552832,4.56585130022497,1.4539793947062474,Iris-versicolor
+23,5.87632325391037,3.195862842291967,4.81742998884428,1.7837296476778324,Iris-versicolor
+24,6.702321258111413,3.331230892817109,5.66330269941212,2.4999994269540142,Iris-virginica
+25,7.699997918934489,2.7843908383152347,6.69999732653039,1.9973710332708403,Iris-virginica
+26,4.908936923043594,3.0877002315462723,1.4990034323365744,0.10000022735504328,Iris-setosa
+27,7.6999986260036515,2.7666307078575207,6.6999975265963165,1.9545738727748039,Iris-virginica
+28,5.3417834886019016,3.8806485403751725,1.2965751957594933,0.5066651905042154,Iris-setosa
+29,6.006144067573927,2.20000036345953,4.9545907153728255,1.4917665249688872,Iris-virginica
+30,4.490719984362551,2.3024988144503435,1.2998160791977016,0.2942493987318652,Iris-setosa
+31,5.387814034083298,3.9103962921862903,1.7255461328523662,0.38987192969903267,Iris-setosa
+32,7.699998744409575,2.8079538077251995,6.699998702295886,1.968534870678868,Iris-virginica
+33,7.121465970074792,2.9924553494775505,5.8851024593883965,2.1138095457886235,Iris-virginica
+34,5.492020086156927,4.205688596796239,1.397952192327793,0.2,Iris-setosa
+35,6.302519457482015,3.411734811883355,5.627764002342649,2.4085395617513026,Iris-virginica
+36,5.977745223483077,3.411379896689196,4.515610319638037,1.6272077151565152,Iris-versicolor
+37,5.107511922387962,3.7554948497284073,1.8340973138383379,0.42967119120623487,Iris-setosa
+38,5.22916894847911,3.473748901407223,1.5457877806052578,0.2,Iris-setosa
+39,5.998555628672418,2.6915730959363784,5.073578415262315,1.563518360437801,Iris-versicolor
+40,6.0846857901166125,2.9662747507717167,4.52302029239931,1.3518604953262516,Iris-versicolor
+41,6.677120569263184,3.2890131335315917,5.679202357052479,2.0872008437886906,Iris-virginica
+42,6.680835394104266,2.981200638604568,4.9879830711899915,1.7034699201583319,Iris-versicolor
+43,5.775957702521736,2.772992824110433,5.091605872194269,2.3887424691413575,Iris-virginica
+44,5.524976713222684,4.207183855214989,1.409161774251954,0.2,Iris-setosa
+45,5.494714989615517,2.420422261530164,3.6173714100517422,1.0807715900692445,Iris-versicolor
+46,5.105839927428052,3.779623550586267,1.9108643113699173,0.4937510526785449,Iris-setosa
+47,5.345758384420806,3.909802875417939,1.4831237994620974,0.2,Iris-setosa
+48,5.538222469178477,2.5943483285328415,4.31438865991714,1.2550514186365551,Iris-versicolor
+49,6.003979356843429,3.0044440599992166,4.782542467819793,1.801073728012432,Iris-virginica
+50,5.782139716619786,2.6129771179691756,5.078893778294127,1.9341761181102517,Iris-virginica
+51,6.421541488705788,2.6058559506022636,4.903636349388529,1.5541339633628404,Iris-versicolor
+52,5.409399006451217,2.995626688177163,4.448864512251573,1.4752359641921189,Iris-versicolor
+53,6.342130489949596,2.4588300303512463,4.8315418531124115,1.4799573358120022,Iris-versicolor
+54,5.634601218977646,2.763048304976378,4.356928734879327,1.3106638515460427,Iris-versicolor
+55,5.783204810680458,2.63512102275081,5.066902106520644,1.937220620951597,Iris-virginica
+56,5.866775941987564,3.1892759455279283,4.776126007896284,1.7767117424844965,Iris-versicolor
+57,5.9066424061677845,3.214084474798508,4.788714393121133,1.7654174212391922,Iris-versicolor
+58,5.758883561246421,2.616111238629429,5.070402158788511,1.9398540173630854,Iris-virginica
+59,7.6999988674276265,2.8395406437856403,6.699998571627921,1.9980889083744597,Iris-virginica
+60,6.289348724196945,2.488223140536414,4.863166109171228,1.4974037922703167,Iris-versicolor
+61,6.199280244991839,2.531308884832509,5.063913271841692,1.9102989816144864,Iris-virginica
+62,5.882326065739242,2.9986835994228196,5.122219751003287,1.8099050207959684,Iris-virginica
+63,6.259315362297743,2.7870292201068816,4.904093560663692,1.7518383453287478,Iris-virginica
+64,5.500072221311871,3.0208438601903116,4.573282162233118,1.509402893687367,Iris-versicolor
+65,5.129476121444326,2.578561122931314,3.176501945277952,1.3233862889340207,Iris-versicolor
+66,4.400000938884078,3.2252917852261445,1.30524561120908,0.2,Iris-setosa
+67,5.567384979038209,2.4400340973149612,4.1449805504415735,1.1662021655750487,Iris-versicolor
+68,5.074831024467658,3.399772906641582,1.5002186078338464,0.2,Iris-setosa
+69,6.642774967950067,2.958245447191457,5.505966228024399,1.9502084525838157,Iris-virginica
+70,7.235212303519969,2.902119786534151,6.237938973878905,1.82784539144375,Iris-virginica
+71,6.6901991817102004,3.1167723929084934,4.4239864660893256,1.4099133915999793,Iris-versicolor
+72,6.318373591885886,2.8244984487698663,5.599993660410437,1.8184769127337754,Iris-virginica
+73,5.557056830185722,3.001890583840765,4.170312715502809,1.3563654987484695,Iris-versicolor
+74,4.967153835006271,3.5859072987727227,1.4059697008333534,0.2,Iris-setosa
+75,4.894708202907049,3.0383523158477477,1.407317465148824,0.2,Iris-setosa
+76,5.228316855917803,3.533679063857088,1.4864295311405828,0.2,Iris-setosa
+77,4.4,2.9207031343619567,1.414051975455802,0.2,Iris-setosa
+78,5.255821815257238,3.602346695893041,1.510009492007979,0.2,Iris-setosa
+79,4.400000622361011,2.8730087118006584,1.3571142088204815,0.2,Iris-setosa
+80,5.043905664291505,3.4127465081064483,1.4982511305671844,0.2,Iris-setosa
+81,5.743919093380248,3.0085011297993547,4.075174341079662,1.3349036786905772,Iris-versicolor
+82,5.142496499883817,3.847442263169326,1.9956673416839235,0.3911279638023039,Iris-setosa
+83,4.602378324389891,3.324430042679336,1.4024067524890487,0.21769605403711131,Iris-setosa
+84,4.927396599079737,3.0660919584125548,1.3784763658013024,0.2,Iris-setosa
+85,4.996249019436075,3.5968544478015754,1.3580178156757843,0.2,Iris-setosa
+86,6.608340101257427,2.9778294461727413,4.363971514257138,1.4006596963965516,Iris-versicolor
+87,5.910239577222529,3.0177952474926553,5.140002960126385,1.8194390786207315,Iris-virginica
+88,5.902379219523364,2.8316654314679752,5.0148994473790545,1.8377981757313702,Iris-virginica
+89,5.089521460260482,3.699499814767583,1.4743943817505976,0.4222045049366753,Iris-setosa
+90,4.9789184103428905,3.394924757543991,1.394339261622222,0.2,Iris-setosa
+91,6.269101567185229,2.3063464466149397,4.432288988860114,1.3029665702507935,Iris-versicolor
+92,6.009756534766643,2.7024549554879074,5.09481524035805,1.6387254957969417,Iris-versicolor
+93,5.248443272161616,2.824414851954265,4.111332547084492,1.447340395332359,Iris-versicolor
+94,5.818040615739054,2.734173111964592,5.152235235901717,1.8811560961995109,Iris-virginica
+95,7.240441422906088,2.9498962138912512,6.126587468908045,1.9708447834410774,Iris-virginica
+96,5.097377997986561,3.555683915187155,1.5760701408876647,0.2,Iris-setosa
+97,7.7,2.858386588972884,6.7,2.0388182831110293,Iris-virginica
+98,6.736110213195636,2.9979595650882453,5.494820918919379,2.0723050152819478,Iris-virginica
+99,5.49327223200162,2.4088414540118714,3.6299731559290267,1.0829616773201063,Iris-versicolor
+100,5.373558894082951,3.7843478377610023,1.3004051922366422,0.38654799203853124,Iris-setosa
+101,7.064524943726709,3.0053556078104746,5.836615232342497,2.0896918105793336,Iris-virginica
+102,5.991064506166169,3.424495051134342,4.445740412067009,1.5816108150545485,Iris-versicolor
+103,5.379048158540127,3.8666555850346134,1.6626667746118546,0.39413872870964195,Iris-setosa
+104,5.038666118664485,2.485539687130549,3.3190023661339376,1.1591494249454475,Iris-versicolor
+105,5.748558921174465,2.6785936842867515,5.095239201097197,2.3051950353741644,Iris-virginica
+106,4.400000910637078,2.908292214755458,1.4033713507998324,0.2,Iris-setosa
+107,7.1997904654548535,2.9927205269326755,6.015919110346959,2.065388353866719,Iris-virginica
+108,4.574614029230066,3.6380766979186103,1.0000003645420197,0.2,Iris-setosa
+109,5.525680370285866,2.6033686485772454,4.432280016056342,1.2074881258096197,Iris-versicolor
+110,6.494082431267902,2.994817561715313,5.572093969711038,1.7808684368773302,Iris-virginica
+111,4.9955279725138135,3.5046926070025584,1.3292843660348426,0.29304878517710964,Iris-setosa
+112,5.232782148036862,3.490674981028497,1.5407240106905915,0.2,Iris-setosa
+113,5.001658184431321,3.2905382166053605,1.4097363678325612,0.2,Iris-setosa
+114,6.658940137778468,3.069267057448843,4.593834080895661,1.471789296368922,Iris-versicolor
+115,5.79844122532368,2.6918385494889745,5.099264130964906,1.9113812291038654,Iris-virginica
+116,5.233975264972022,3.4081907607693567,1.6131789644563332,0.2,Iris-setosa
+117,6.6898225158132645,3.10358369434421,4.456690006500956,1.430525197040721,Iris-versicolor
+118,5.124982462924896,3.3656390028234093,1.3669630740888166,0.2,Iris-setosa
+119,4.979395076372409,3.352484415715649,1.490985889936934,0.2,Iris-setosa

iris/tab_ddpm/3_1/10/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/tab_ddpm/3_1/10/train.csv

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

iris/tab_ddpm/3_1/10/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/tab_ddpm/3_1/11/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1108905055500085,3.552637428855448,1.4424355073784014,0.3470060788009255,Iris-setosa
+1,6.297850693102257,3.38526328201936,5.59763110729617,2.3891803011348998,Iris-virginica
+2,6.4848222013123085,2.9443272823966535,4.372398897740686,1.350688512110985,Iris-versicolor
+3,5.5410010643673,2.6890420505988497,4.2511893376156165,1.3163854005032987,Iris-versicolor
+4,5.0357692793301005,2.469473491617239,2.770710098150756,1.135356121639279,Iris-versicolor
+5,4.909515000447691,3.489325747077387,1.6179137169883184,0.2,Iris-setosa
+6,4.851385657211261,3.0696469566394216,1.5185423427802263,0.10000012579021006,Iris-setosa
+7,4.9933235966313525,3.1627442103956858,1.1778646022067651,0.2,Iris-setosa
+8,5.791125160429264,2.72699535244921,5.123013391199387,1.8862541798295602,Iris-virginica
+9,5.437775869863275,3.004112134589208,4.565170331528045,1.50943011290026,Iris-versicolor
+10,6.992234823671646,3.1280484154960337,5.755243931399508,2.2507039048665503,Iris-virginica
+11,5.8146833254388355,2.684940606775866,5.088533669444388,1.903591542082565,Iris-virginica
+12,6.386613966839558,2.718831248592977,5.290553069470446,1.8844652720981157,Iris-virginica
+13,5.098348645029211,2.50127328914366,3.0721303207242414,1.0681005183531598,Iris-versicolor
+14,5.1153744356871975,3.7841791677759415,1.6563745457160177,0.47006926789096687,Iris-setosa
+15,5.296569004634177,3.7706828492523914,1.5401442187506624,0.2,Iris-setosa
+16,6.835207147462925,3.079712399257636,5.577824699102464,2.204888728705038,Iris-virginica
+17,4.875654288174267,3.1040003831949616,1.4923889311276326,0.10000010042115509,Iris-setosa
+18,5.713820544551533,2.536440595660334,5.032623706452538,1.9784713273151575,Iris-virginica
+19,5.9140454711577695,3.2213083915566303,4.530481971696465,1.6371958372499162,Iris-versicolor
+20,6.154439688195259,3.018399567781084,4.438351927976417,1.4101813379938706,Iris-versicolor
+21,6.76222109077319,3.347130950270006,5.6571223326760105,2.5,Iris-virginica
+22,6.689558335386068,3.293287701554541,5.6356354929968635,2.4999992905292956,Iris-virginica
+23,6.386138020291514,3.1157504592416583,5.519393609186716,1.8173095573329658,Iris-virginica
+24,5.783374305905585,2.8157742898148546,5.106154547535498,2.4065814807362456,Iris-virginica
+25,7.075335480377932,3.0412923060294834,5.87124260558931,2.177580502258345,Iris-virginica
+26,5.4818616931195505,2.421245270182282,3.9309604678558028,1.1749892875138461,Iris-versicolor
+27,7.224614266200676,2.927345739007938,6.220601241813271,1.8275926039363581,Iris-virginica
+28,4.924070852440724,3.1024968978407497,1.388298804142547,0.2,Iris-setosa
+29,6.712558520120274,3.0798789270461273,4.454572441536313,1.3889708667346288,Iris-versicolor
+30,6.276282047327379,2.306802899756628,4.434733700179973,1.2911472170910276,Iris-versicolor
+31,5.991929856463901,2.6903393314790454,5.134556727352239,1.6159055491535874,Iris-versicolor
+32,5.4991993206731165,4.207887467066902,1.3613767299530344,0.2,Iris-setosa
+33,5.3521892329571,3.426568955845254,1.6643416392446637,0.2,Iris-setosa
+34,5.078760174644019,3.2975005982496426,1.6941112481882201,0.5196420207656995,Iris-setosa
+35,6.407622746235013,2.9547095875182987,5.3616592629554605,1.7909665376508537,Iris-virginica
+36,6.174308186551163,2.726750473252193,5.357315472736373,1.4853734851492681,Iris-virginica
+37,4.8387535382178655,3.4183107281272775,1.591412676613867,0.2,Iris-setosa
+38,4.994118890353519,3.5322033999895486,1.339294996820437,0.30200152852154505,Iris-setosa
+39,5.109815575384873,3.3855372073711703,1.5052144891557462,0.2,Iris-setosa
+40,5.189132810882535,2.7425057468100715,4.06624103361234,1.4219617523877106,Iris-versicolor
+41,6.68685734659038,3.2984877947216655,5.615881589473461,2.5,Iris-virginica
+42,5.527109297608497,2.5326430369240294,4.2296454197639095,1.1577772999325235,Iris-versicolor
+43,5.003519474511666,3.6107009748577323,1.4027164338854439,0.2,Iris-setosa
+44,5.277010315765217,3.652389324841376,1.4945215464457107,0.2,Iris-setosa
+45,5.420057526767582,2.418225223821601,3.5787694274809905,0.9041378141859838,Iris-versicolor
+46,5.128401275998265,3.7987833137827307,1.5798766373655595,0.23780607296647885,Iris-setosa
+47,4.883277576200515,3.1019905904022296,1.5095573019716524,0.1,Iris-setosa
+48,4.4,3.2098388219410294,1.2985605224375325,0.2,Iris-setosa
+49,5.493947582208482,2.3910664749098998,3.564784032121426,0.9939556195772081,Iris-versicolor
+50,5.968975807434227,3.3372522543354415,4.604499218510478,1.658318973743873,Iris-versicolor
+51,5.050978798560465,3.451311627411214,1.405937152848071,0.25080885238734485,Iris-setosa
+52,6.791776007634708,3.004950662383195,5.470410199378712,2.106072464033085,Iris-virginica
+53,6.288571325850767,2.920490179245406,4.399384117159101,1.3180476125323755,Iris-versicolor
+54,6.671416270943296,3.2862184680671156,5.706438291224158,2.499999477983925,Iris-virginica
+55,6.299192112712232,2.538281899486294,5.055010917183739,1.8993141061237668,Iris-virginica
+56,6.00420851481285,3.4262992764776006,4.484194823446322,1.594832749281228,Iris-versicolor
+57,4.4,2.989546289556864,1.3557416836501122,0.2,Iris-setosa
+58,5.089143157655813,3.8558920352572805,1.636353611040056,0.2,Iris-setosa
+59,6.168129411959989,2.736507266035623,5.319492115755811,1.8373070755976801,Iris-virginica
+60,6.022251138561598,3.382812970752868,4.4659673233759,1.5929919367391256,Iris-versicolor
+61,6.280457756651355,2.3099340559413877,4.4092016658754,1.2929817811948217,Iris-versicolor
+62,6.573282273295769,2.8311580847494855,5.314465832745034,1.9652676926910857,Iris-virginica
+63,4.662903451304538,3.309345851457332,1.4092423259742428,0.2,Iris-setosa
+64,6.423764135474132,2.925906438807066,5.543671151915858,1.8175869365333706,Iris-virginica
+65,5.57060509202593,2.6731055645667303,4.234638658308165,1.278022913970317,Iris-versicolor
+66,6.719752695440586,3.005486920638375,5.007063539546088,1.7039571233118762,Iris-versicolor
+67,6.689656721118496,3.29541505687905,5.656823765834356,2.1047829114290746,Iris-virginica
+68,5.063050382898792,3.5103389906519302,1.3693845536396048,0.30929039418542825,Iris-setosa
+69,5.924008623206868,2.2,5.004691245477778,1.4769584850146935,Iris-virginica
+70,6.332011182120545,2.5310713152155846,5.031239910452487,1.8999764783343434,Iris-virginica
+71,6.324381348483636,2.6197009151294175,4.9100942673359365,1.8097576854144424,Iris-virginica
+72,4.589371471429942,3.188491590438004,1.3829911548145528,0.2,Iris-setosa
+73,6.8136504701947604,3.0634614644702673,5.556841858186969,2.156015198631644,Iris-virginica
+74,6.105754145808674,2.9954198410166746,4.643347219023198,1.3888761343288858,Iris-versicolor
+75,5.807666950172709,2.784529288927307,5.090867051812249,2.4098740519462902,Iris-virginica
+76,5.498671460783556,4.20646781720165,1.3652390645584869,0.2,Iris-setosa
+77,6.517410897743369,2.9562924635688863,4.344413871008736,1.3516131680344814,Iris-versicolor
+78,5.991111234804378,2.6881797851209357,5.094075713699601,1.6085248988952565,Iris-versicolor
+79,7.699998917384813,2.8106200249921174,6.7,2.0003692005024356,Iris-virginica
+80,5.12916323895545,3.3931445904996487,1.5051398719988336,0.2,Iris-setosa
+81,6.6449128780939235,3.0836345880831892,4.471422169404462,1.4348169466089538,Iris-versicolor
+82,5.399445448073072,2.969867698853824,4.427757427848444,1.4995068817788513,Iris-versicolor
+83,6.013618474414892,2.697018249286512,5.100994302415885,1.589359882769582,Iris-versicolor
+84,5.79841281869938,2.717089686497758,5.119460652863518,1.8994344467864814,Iris-virginica
+85,4.9796849528550995,3.2034865207264356,1.251424183144542,0.2,Iris-setosa
+86,6.287186779586911,2.79002889803492,5.081221169984079,1.524677717349114,Iris-virginica
+87,5.09316103631459,3.74709443065732,1.8740349877498252,0.41947725525969703,Iris-setosa
+88,5.4568216986978655,2.4025806010708233,3.5459002737352505,0.9799492641130653,Iris-versicolor
+89,5.901066336446166,3.2169211392287798,4.819702611625993,1.7651431688918482,Iris-versicolor
+90,5.737291236863366,4.4,1.5056006757641034,0.5254044199944968,Iris-setosa
+91,5.659906697655042,2.985828032511047,4.233017339148966,1.3177755801618127,Iris-versicolor
+92,5.061439647394227,3.765182444842121,1.615028431356239,0.2,Iris-setosa
+93,5.0964913196218635,3.797495505180264,1.8522749932226406,0.38593218272960517,Iris-setosa
+94,5.009548202716909,3.511410445607097,1.2859094552818977,0.2843624894267781,Iris-setosa
+95,5.838225858825015,2.816115998068783,5.16647284958607,2.408772022422142,Iris-virginica
+96,5.091206381552011,3.4097672318020957,1.6309646544567862,0.49787907644825313,Iris-setosa
+97,5.815841186403778,2.50406458190632,5.004255202438231,1.9776147126210326,Iris-virginica
+98,5.343304469802847,3.414709966652141,1.619296340896196,0.2,Iris-setosa
+99,5.796669372044004,2.816400660477949,5.187377082611198,2.4051059226749953,Iris-virginica
+100,6.678939331988218,3.003561380807668,4.986180536875877,1.6654344917329018,Iris-versicolor
+101,5.5708832737630285,2.9729879678854196,4.118363207331739,1.2922195958705271,Iris-versicolor
+102,5.047255806500335,2.510557571847945,3.1038179368995182,1.2717572235130608,Iris-versicolor
+103,5.818816702445963,2.74140414252338,5.155943573183042,1.8802557749176902,Iris-virginica
+104,5.481647313577666,2.4737263010133232,3.9157138817041837,1.193564427950243,Iris-versicolor
+105,5.0871435188974425,3.2998209669381118,1.8908197849501927,0.5068632438077474,Iris-setosa
+106,5.914405206534122,3.0175813402832157,4.28255139910173,1.4906685054494964,Iris-versicolor
+107,5.408593619442817,2.989063760415997,4.399266961988526,1.4873551242805085,Iris-versicolor
+108,6.4149322816001915,2.714963190329353,5.332946675950422,1.9044404809725672,Iris-virginica
+109,6.6811828562198,3.0431812522149104,4.428195269668636,1.408783029101692,Iris-versicolor
+110,6.684670729828868,3.2845299382119526,5.700844941633358,2.4999992606196684,Iris-virginica
+111,6.683860255155767,3.0662501062569563,4.453457184222668,1.4104287522372798,Iris-versicolor
+112,5.956626464784744,2.9960807166473837,4.399795194289451,1.4073813358594904,Iris-versicolor
+113,6.27815760702106,2.747185233384208,5.4127783947258115,1.5654954719507967,Iris-virginica
+114,4.579521392706271,3.654683683160316,1.0,0.2,Iris-setosa
+115,6.724196845116854,3.3197000332274444,5.706525855723356,2.5,Iris-virginica
+116,5.192611437598524,3.7384059308909126,1.5843344125805794,0.4408057537980014,Iris-setosa
+117,6.140423013877719,2.6321454948467276,5.548274619286988,1.4385447070755761,Iris-virginica
+118,6.272299970005971,2.5599211401044197,5.033506157008001,1.9002931128390617,Iris-virginica
+119,6.9355508482156365,3.066067515884503,5.590068802620272,2.208724502722252,Iris-virginica

iris/tab_ddpm/3_1/11/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/tab_ddpm/3_1/11/train.csv

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

iris/tab_ddpm/3_1/11/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/tab_ddpm/3_1/12/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.968453946981008,2.9891198970140263,5.014476102969688,1.8119095394363147,Iris-virginica
+1,6.664880993663258,3.0494270583080176,4.437198958322584,1.4005446988057566,Iris-versicolor
+2,5.656094096430213,4.4,1.4958965952305512,0.3980656662024009,Iris-setosa
+3,5.095504198127603,3.3875250231255367,1.4620525547274454,0.2,Iris-setosa
+4,7.699998362346411,2.8542459466791423,6.699997859009361,2.0098594796737053,Iris-virginica
+5,6.202303866210592,2.5756954575842683,4.967204108138439,1.5204123572888932,Iris-versicolor
+6,5.869123320081383,3.0507414837602456,4.398000858618582,1.5512250791000761,Iris-versicolor
+7,6.3003588901265895,2.849885804206395,4.285410031670283,1.2725660890851578,Iris-versicolor
+8,6.263279509834066,3.3398809057272127,5.564819902301521,2.378048839194813,Iris-virginica
+9,4.797203643423003,3.3908050531486573,1.5689898901153396,0.2,Iris-setosa
+10,5.041973847165941,3.365292106359351,1.4919059116509705,0.2,Iris-setosa
+11,5.3845729795699695,3.8745273207325948,1.290655439341041,0.42213635421984064,Iris-setosa
+12,7.299964646920998,2.917879310269135,6.299836655849249,1.8174156493985063,Iris-virginica
+13,5.515216401119458,2.422287474277823,3.947365297621058,1.1882525725431468,Iris-versicolor
+14,5.390233311199692,2.992994660574047,4.472414307924206,1.4851742935189334,Iris-versicolor
+15,5.508448665968379,2.4271286668273664,3.899246842149646,0.9804668861808967,Iris-versicolor
+16,5.91773621342209,3.1812802276869134,4.846205703763329,1.768437306040597,Iris-versicolor
+17,5.104485879616194,3.301416373307761,1.8102729294701547,0.5283494124836484,Iris-setosa
+18,5.179223356258776,3.6729832968215836,1.5595623677946395,0.2,Iris-setosa
+19,5.312758255273447,3.8679242123005246,1.5010726099117593,0.2,Iris-setosa
+20,6.847897600115285,3.056333047031508,5.56374195454688,2.1723242301980514,Iris-virginica
+21,6.361412426748015,3.0873356093968853,4.555994959758314,1.46039921945198,Iris-versicolor
+22,6.326734217530613,2.485884165739746,5.0044869928981175,1.888085222679644,Iris-virginica
+23,5.002335375354694,3.1972364506106863,1.246902107722115,0.2,Iris-setosa
+24,5.50086535963756,2.9546159809138555,4.474335063591462,1.4693513780866538,Iris-versicolor
+25,4.611977249122624,3.2547357429312007,1.3928664529869708,0.2,Iris-setosa
+26,4.571539205091979,3.3957163991169432,1.381883992131045,0.2849909578549714,Iris-setosa
+27,6.619908274131003,3.024916566087354,4.4034491693283755,1.40261645693947,Iris-versicolor
+28,4.400000699496577,3.209792774108128,1.2997455389840993,0.2,Iris-setosa
+29,5.682377318995267,2.757239912699291,4.247142926985073,1.3175841013494216,Iris-versicolor
+30,5.777985636021502,2.646029063537238,5.040603701170081,2.118477038825365,Iris-virginica
+31,6.253489511456424,2.687471866971531,5.026337333014578,1.8051348481955973,Iris-virginica
+32,4.996566985558066,3.5923114667320473,1.393169073882976,0.2,Iris-setosa
+33,5.1107237018511595,3.3204275400119814,1.6725440883170202,0.49996641176732304,Iris-setosa
+34,5.164479138232241,3.3657666212499717,1.3466565661012955,0.2,Iris-setosa
+35,5.395795825708628,3.385885219028336,1.8494730943438187,0.2,Iris-setosa
+36,6.625351327918581,3.2722252010063655,5.648863045364084,1.9863966741330354,Iris-virginica
+37,6.5121727359043815,2.920491366020409,4.311226771636146,1.3240307580122181,Iris-versicolor
+38,7.699998807874149,2.7963408603880184,6.7,1.9940070473826892,Iris-virginica
+39,5.494997055858748,4.149930342992856,1.400534301487878,0.2,Iris-setosa
+40,5.989662861862506,2.695978608534287,5.09468171234595,1.6208679975455245,Iris-versicolor
+41,5.253165026429485,3.6032956699824896,1.5280921870110984,0.2,Iris-setosa
+42,5.696526992788966,2.994743105982156,4.1892787432096785,1.3568604495791605,Iris-versicolor
+43,5.2565867417883165,2.909789853362738,4.201793058295642,1.4630689640788277,Iris-versicolor
+44,6.475985277240629,2.9210959188763352,4.283209577992426,1.347839139178347,Iris-versicolor
+45,5.061498402952692,2.4838489067432272,2.74038263538259,1.1048952497474815,Iris-versicolor
+46,6.553356776733144,2.972350355856082,4.405592683420886,1.3911954831743576,Iris-versicolor
+47,5.601750248824317,2.92571493995341,4.219680276667144,1.3013719898877405,Iris-versicolor
+48,5.028167202667869,3.4338521606004866,1.5545662092242387,0.2,Iris-setosa
+49,5.060320951687333,3.750329414974173,1.5835572148624424,0.3991859046445005,Iris-setosa
+50,5.50641260160188,2.926656489725931,4.0639743145555824,1.2934518578472674,Iris-versicolor
+51,5.05357380499586,3.3138176182579517,1.341198529432689,0.2,Iris-setosa
+52,7.69999782904571,2.7989221579770613,6.699997849244441,2.0106228755525315,Iris-virginica
+53,4.813951626336401,3.403694816203953,1.6008621544334731,0.2,Iris-setosa
+54,7.699997759965076,2.8014080681993607,6.69999848954679,1.9642382361422108,Iris-virginica
+55,5.502365748047546,4.178315388509223,1.4050469727817245,0.2,Iris-setosa
+56,6.831800843128113,3.0141501081098845,5.549314661191398,2.103365145979544,Iris-virginica
+57,6.69169919387248,3.1309829940017915,4.404260116534016,1.4070235186949553,Iris-versicolor
+58,6.306292569301614,3.4216646191671507,5.639815616229342,2.3992060535119983,Iris-virginica
+59,7.0883745417320005,2.960589061474942,5.996486851878921,1.9719434581185633,Iris-virginica
+60,4.917332411824471,3.102125176197302,1.4921278552792727,0.1,Iris-setosa
+61,5.201013425424317,2.533147040888959,3.4484968129483766,1.1721883435843021,Iris-versicolor
+62,6.4218987940315335,2.911658364982325,4.292881495687926,1.295071679133601,Iris-versicolor
+63,5.499269457280523,3.0282543885787345,4.583014019322848,1.5113811780081374,Iris-versicolor
+64,5.027623827956893,3.3909911059372964,1.521754290901239,0.2,Iris-setosa
+65,5.197172046462306,3.465997941132906,1.5132113504044964,0.2,Iris-setosa
+66,6.26230539200183,2.4946609675531652,4.897675298924978,1.4849973361521185,Iris-versicolor
+67,5.0561086518011225,3.5688137105865496,1.4024076261779046,0.2,Iris-setosa
+68,5.6553159338018215,2.730279228606648,4.423564490078755,1.3118115421606327,Iris-versicolor
+69,5.934837728736423,3.21362250295743,4.820362787357548,1.78557791570557,Iris-versicolor
+70,6.750555449695472,3.0090796160980653,5.01166122507855,1.7109996097958329,Iris-versicolor
+71,5.4520643227425,4.1697344702323145,1.3911660381598576,0.2,Iris-setosa
+72,5.493916540447405,4.194516930052443,1.3854426185319522,0.2,Iris-setosa
+73,5.3716858838115895,2.6550796215702883,4.099878405215809,1.3127003348182456,Iris-versicolor
+74,5.178005507598359,3.526977517011787,1.4015080180082642,0.27308138865701603,Iris-setosa
+75,6.136508456885035,3.0053296976831687,4.636590731962973,1.3930920368616144,Iris-versicolor
+76,5.5270929712869155,2.7623707853498614,4.123829537070545,1.3187470185446226,Iris-versicolor
+77,6.324428002948366,2.6833706771746675,4.93267867335693,1.8243009973152629,Iris-virginica
+78,5.770056390042171,2.6222577098676587,5.072311742163946,1.9180060748228225,Iris-virginica
+79,5.382155627004599,2.999505102990569,4.467435197300903,1.499631598975514,Iris-versicolor
+80,5.263292059766286,3.4906763082952588,1.5861402221398122,0.2,Iris-setosa
+81,4.400000832456752,2.928817594293637,1.3594622711475546,0.2,Iris-setosa
+82,4.9010696921601395,2.4006725129667648,3.305633502788184,1.0800315102408515,Iris-versicolor
+83,5.4160614755666945,2.498738807257331,4.117092136472705,1.0371536650401763,Iris-versicolor
+84,5.149479945186329,3.4301222144059555,1.5129275980021584,0.2,Iris-setosa
+85,4.611293224387668,3.230456691521963,1.3894416549112454,0.2,Iris-setosa
+86,5.9606039885539905,3.2850168964479853,4.68973149694649,1.7010236832523538,Iris-versicolor
+87,5.656167963051895,2.3853557669426833,3.806267726235352,1.0503776935109401,Iris-versicolor
+88,5.738261625424278,4.4,1.494215526021132,0.43576397754974555,Iris-setosa
+89,6.399731842195784,2.9561061436273413,5.514731755798251,1.788181099469624,Iris-virginica
+90,6.0101294052698515,2.986787298880409,4.769076883870854,1.8023299862646973,Iris-virginica
+91,5.483753165985083,3.0166516849958858,4.531321923696413,1.5160448593868294,Iris-versicolor
+92,5.56784338161896,2.699503951178098,4.301157252868236,1.2900105933243478,Iris-versicolor
+93,4.915834923234346,2.4146205298188246,3.133279451732067,1.0246682423823028,Iris-versicolor
+94,7.278410532708092,2.945158717573729,6.18790858106643,1.9185577592997483,Iris-virginica
+95,6.725781388688885,3.2617060900545027,5.6560080298573965,2.183013633342839,Iris-virginica
+96,6.695869477538845,3.0241352117346403,4.97620363007821,1.687888837189856,Iris-versicolor
+97,6.305332187485943,3.376259778224701,5.61648522283787,2.3986987180556576,Iris-virginica
+98,4.49356858388196,2.294408782846514,1.2915445553481952,0.29623876134285226,Iris-setosa
+99,5.951847634754636,2.2,4.95685365083962,1.4594803809097463,Iris-virginica
+100,6.383571337181626,3.1075975061539127,5.52245110265918,1.813406672922851,Iris-virginica
+101,4.628762298513767,3.3940083894719835,1.4024662941255386,0.28099524129225123,Iris-setosa
+102,5.80710615793091,2.7667058758682863,5.147609919570341,2.3952924861190272,Iris-virginica
+103,5.223002872114721,3.588958210587301,1.4643714350923782,0.21577333375764055,Iris-setosa
+104,5.130374858320927,2.538034235765708,3.127514847602058,1.2697761479574745,Iris-versicolor
+105,5.4229152810819325,3.91315769172916,1.3068400586703934,0.39878390023797394,Iris-setosa
+106,6.420613422027844,2.922789022036787,5.5111236817540075,1.7944839393334873,Iris-virginica
+107,5.61295950261252,3.0017864544368553,4.51881358876509,1.5023877638691834,Iris-versicolor
+108,7.319028361914601,2.899503640907059,6.328026100920502,1.805132194991056,Iris-virginica
+109,4.988219286801318,3.18991288142689,1.262647605011201,0.2,Iris-setosa
+110,6.647191381808373,3.263206863960458,5.623514326687585,2.499999384014279,Iris-virginica
+111,5.151673769181578,3.539446377888468,1.4035761368162663,0.2587282788535371,Iris-setosa
+112,5.839431319676207,2.834189271936225,5.1931321081475765,2.3517598828045583,Iris-virginica
+113,5.109659928717201,3.3830154866790467,1.521836523323122,0.2,Iris-setosa
+114,4.996706899501423,3.2402760010877056,1.2573040958132704,0.2,Iris-setosa
+115,5.059615254953135,3.6982389938992055,1.4162891188478934,0.2,Iris-setosa
+116,7.28780027147004,2.8971444839996914,6.304750125929856,1.7910335450595776,Iris-virginica
+117,6.088906216530604,2.6109631876727195,5.593675598965565,1.4107407381553736,Iris-virginica
+118,5.273597409394279,3.3932074974758266,1.627171920033791,0.2,Iris-setosa
+119,5.534798271348002,4.221303023628928,1.3996083486276956,0.2,Iris-setosa

iris/tab_ddpm/3_1/12/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/tab_ddpm/3_1/12/train.csv

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

iris/tab_ddpm/3_1/12/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/tab_ddpm/3_1/13/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.696847147958931,2.4716664769359156,4.977746493385196,1.9932866398085363,Iris-virginica
+1,5.936463269621257,3.1753810568886722,4.428290535549292,1.5048729410303519,Iris-versicolor
+2,4.709372127665462,3.2774016592940716,1.4633089324952004,0.2,Iris-setosa
+3,5.823567021905319,2.8038246682648245,5.115364430303871,1.8561895741834862,Iris-virginica
+4,5.668125438615258,2.445596327994228,4.998451789091125,2.0404817430983524,Iris-virginica
+5,6.330380570969225,2.398974101576753,4.713513299708098,1.4228092895605227,Iris-versicolor
+6,5.00174231116538,3.6065489776183632,1.3924512721436173,0.2,Iris-setosa
+7,5.442945804181533,3.8894480469028343,1.311025555936673,0.39384819376133995,Iris-setosa
+8,4.504112649542786,2.293135337080974,1.2787334393629188,0.27576036418922545,Iris-setosa
+9,7.699999042039336,2.811045589204935,6.7,1.9899614392080416,Iris-virginica
+10,6.395492703771613,3.0716846194016916,5.488265689410443,1.7928499538777731,Iris-virginica
+11,4.906838902269084,3.0952966424712876,1.5040791123513082,0.10000012251867504,Iris-setosa
+12,7.7,2.7707906039550405,6.7,1.9866927520367752,Iris-virginica
+13,5.243689298146322,3.5841353737022867,1.4990130457778565,0.2,Iris-setosa
+14,6.264449600179282,2.298036730516727,4.365109919012997,1.287645803337398,Iris-versicolor
+15,5.193685973172208,3.4127962749372482,1.4194642005050482,0.2,Iris-setosa
+16,5.6731831444120795,2.514386527273309,4.9998547799826,1.9973155627701609,Iris-virginica
+17,5.9737412019737475,3.0033820233194186,4.815798777683991,1.7899424388616374,Iris-virginica
+18,4.4000004632571015,3.1976513616727353,1.290175482703996,0.2,Iris-setosa
+19,7.699999062809226,2.8110890204723793,6.699998776899674,1.989653926718628,Iris-virginica
+20,6.598590423771789,3.319176469247551,5.606968243233432,2.3158076059955808,Iris-virginica
+21,5.237151920877285,3.460418434414161,1.4061585452976622,0.2,Iris-setosa
+22,4.8293294435559915,3.0325070061725885,1.4000227577894897,0.2,Iris-setosa
+23,6.6722837204236,3.1338201246106183,4.442205299155565,1.410187866467293,Iris-versicolor
+24,5.136921062635825,3.5071844538227284,1.375017597519209,0.2739947466862578,Iris-setosa
+25,5.094760173609102,3.301087782625127,1.6962797914046146,0.5459697154845313,Iris-setosa
+26,5.785200407113265,2.7808554170610553,5.102525834592041,2.386258333243396,Iris-virginica
+27,5.15934793853776,2.646020512626064,3.3442886046588853,1.3814801938939056,Iris-versicolor
+28,5.781490350553862,2.6560881950174786,5.065265549273231,1.9308307409846652,Iris-virginica
+29,7.358597390723397,2.9019863996673165,6.3188271203464055,1.8016643397575811,Iris-virginica
+30,6.253216078861787,2.710835096590393,4.91714452242538,1.807222381875858,Iris-virginica
+31,5.389187714749878,3.9740579164427556,1.2939139643862565,0.49412336427142545,Iris-setosa
+32,6.68571631270465,3.008159243069157,5.007245376861784,1.7215294643694585,Iris-versicolor
+33,7.7,2.78664675058873,6.7,1.9860401006818724,Iris-virginica
+34,5.89867299623384,3.01165292422363,5.112248848086473,1.8114903068933685,Iris-virginica
+35,4.895651977119489,3.0684758711897455,1.397499693530989,0.2,Iris-setosa
+36,5.316975791161003,3.7091844746346134,1.5082509056485187,0.2,Iris-setosa
+37,5.789157013634643,2.7245767017669196,5.095592057643916,1.8741840284494757,Iris-virginica
+38,6.017733179329555,3.3672380292849855,4.522483024097652,1.625887061101846,Iris-versicolor
+39,5.7999223009700795,2.7265359497093478,5.099376872434201,1.893292554497238,Iris-virginica
+40,4.715940445968729,3.427541911035777,1.3632727197324543,0.2597790150307284,Iris-setosa
+41,5.112541516110891,3.7434954728707726,1.5805967163526846,0.42490556849158334,Iris-setosa
+42,5.060930010427839,3.31402669242136,1.4038553559789384,0.2,Iris-setosa
+43,6.314652414556002,2.907817861979249,5.661298458330397,1.7975891638006645,Iris-virginica
+44,4.491143015839514,2.3022144580446917,1.2793144039151898,0.300905879849564,Iris-setosa
+45,4.400000613177473,3.1793057564407583,1.2959828005671494,0.2,Iris-setosa
+46,6.137445717430707,2.6010544251209815,5.625012495941624,1.4092906416086652,Iris-virginica
+47,5.157689448329319,3.372553396848311,1.3699000137376407,0.2,Iris-setosa
+48,6.380762307950921,3.0907524505177246,5.479890570300769,1.8062624353389136,Iris-virginica
+49,4.683973543954993,3.3540838875223593,1.4083024149701868,0.2,Iris-setosa
+50,5.513521889085962,4.213178169603127,1.4006079779959335,0.2,Iris-setosa
+51,5.90628633494141,3.0067930464927084,5.086497552231559,1.7935299758666083,Iris-virginica
+52,4.901400600653488,2.3940306355304823,3.3151857123233244,0.9849110992034155,Iris-versicolor
+53,5.284462833367977,3.4923585259721945,1.6149058031024588,0.2,Iris-setosa
+54,6.3960017624250805,2.7250274220874244,5.363928651285466,1.904772985179683,Iris-virginica
+55,6.732291606486618,3.3184558175471177,5.662412091798539,2.116801626402854,Iris-virginica
+56,5.860940774849757,2.9916476422660847,4.225055858157397,1.4860075921404954,Iris-versicolor
+57,5.779630852538503,2.6523066266878748,5.096943584874709,1.92375478330399,Iris-virginica
+58,6.439987525958702,3.088073385754029,5.484240273866706,1.7992856492616198,Iris-virginica
+59,5.108011323884869,3.3120785484059208,1.8271677802348336,0.5049122583053017,Iris-setosa
+60,5.780683659619545,2.668424332822648,5.087479251831526,1.9145608511804144,Iris-virginica
+61,6.443691175369176,3.0923215545397515,5.511824104704639,1.8065057282044334,Iris-virginica
+62,5.99127154577344,2.200000344628584,4.986121616749027,1.4969758957287205,Iris-virginica
+63,5.11534912551459,3.7493311236071882,1.4122732944155814,0.2,Iris-setosa
+64,7.249233931164571,2.897038014739799,6.270886320229591,1.7842145964666363,Iris-virginica
+65,5.163210193996532,3.7707455595764614,1.5824614832723378,0.2,Iris-setosa
+66,6.882963572097147,2.9955502239180287,5.554129637066546,2.1342013152858,Iris-virginica
+67,4.4,2.901434245992712,1.4012097817145912,0.2,Iris-setosa
+68,5.739526815272391,4.4,1.5323529749450424,0.6475911101732502,Iris-setosa
+69,5.40917276652128,2.6351537736931716,4.121971759270085,1.2985366946898198,Iris-versicolor
+70,4.501750654091151,2.314925719120124,1.305526537500274,0.32065142188222695,Iris-setosa
+71,5.706099963209079,2.493496754955219,4.990402800547225,2.0067935034085864,Iris-virginica
+72,5.016408739700669,3.333179304389938,1.4033688681142487,0.2,Iris-setosa
+73,5.132169408293948,3.832821329990686,1.5831577845055966,0.2,Iris-setosa
+74,4.854290639227842,2.949982181697239,1.3850280714127157,0.2,Iris-setosa
+75,7.7,2.7865544756443743,6.7,2.013053681839314,Iris-virginica
+76,4.567491825821047,3.3940381402579236,1.386163978856238,0.3038518623656708,Iris-setosa
+77,4.596347331746732,3.2137183326126593,1.4026259216625334,0.2,Iris-setosa
+78,6.274076671839332,2.520217305040057,4.953586278588621,1.514508799304246,Iris-versicolor
+79,6.330845189107925,3.429453466396574,5.6024413183123976,2.390196113782585,Iris-virginica
+80,6.045909806406572,2.2000003329896356,4.991784168446013,1.5027180259791748,Iris-virginica
+81,5.174497710935427,3.4361370615029956,1.45439661471956,0.2,Iris-setosa
+82,4.987435252690609,3.1997517442607784,1.1921149870342918,0.2,Iris-setosa
+83,5.10197233460633,2.4981879027735046,3.346651613613828,1.1587349385454484,Iris-versicolor
+84,6.680043787211742,3.293151940864292,5.643457752442334,2.4999992538995532,Iris-virginica
+85,6.877972183114918,3.005550294609887,5.566520897574334,2.1228176787517836,Iris-virginica
+86,5.005057574427158,3.508083658875315,1.3529524836319302,0.243860453185523,Iris-setosa
+87,6.455640464875068,2.978582773902409,5.510745171152258,1.789170653202816,Iris-virginica
+88,6.804921686070357,3.0120586590959397,5.524496393610612,2.1408392641095877,Iris-virginica
+89,5.815872228681488,2.8201992092060864,5.123368428093233,2.4154465488319543,Iris-virginica
+90,6.040589013777206,2.9693236377051964,4.695003505465057,1.3911534362482803,Iris-versicolor
+91,7.699998682171231,2.788398182460389,6.699998712457899,1.9848532365616802,Iris-virginica
+92,6.6414750317568565,2.9831709168755864,5.447147886892102,1.9898330146423886,Iris-virginica
+93,5.834442372905837,2.8231508296761993,5.096663144254766,2.3586738736515858,Iris-virginica
+94,4.902606637883591,3.1355153933848774,1.4923488060249643,0.1,Iris-setosa
+95,7.7,2.807497327687254,6.7,2.025403873834108,Iris-virginica
+96,7.7,2.807469274313593,6.7,2.0610987111282224,Iris-virginica
+97,6.5131965216359715,3.0614404467287346,5.530742896071386,1.8273747275652164,Iris-virginica
+98,4.913905071676762,2.4101557601285624,3.1097570302690776,1.055036513404557,Iris-versicolor
+99,7.6999990180852125,2.8632891228493773,6.699998888953717,1.997864845109052,Iris-virginica
+100,5.803197101616021,2.8327514161777065,5.122577282778599,2.397087684454885,Iris-virginica
+101,5.996125304371309,3.400112015947777,4.524060989677157,1.5882784381598591,Iris-versicolor
+102,6.733939683694439,3.2578182420688813,5.655451593976684,2.302250607528123,Iris-virginica
+103,5.991060321150121,3.4176428776169208,4.480120849609378,1.594662710783357,Iris-versicolor
+104,7.270265361879893,2.925237665246917,6.211903668814413,1.8312528234149674,Iris-virginica
+105,4.993756091247661,3.2164123855044653,1.2341659286807194,0.2,Iris-setosa
+106,7.7,2.8047406590275377,6.7,2.0354298891369695,Iris-virginica
+107,4.6277937696292275,3.3921144697952625,1.4055289827227748,0.3002763199599458,Iris-setosa
+108,6.427067325629709,2.7138320540705485,5.426467330583979,1.889873609845198,Iris-virginica
+109,5.908902052631456,3.0011294721093913,4.1466604782565195,1.5203149093810384,Iris-versicolor
+110,5.766909415947072,2.8049630805379597,5.154500656232707,2.416500839763354,Iris-virginica
+111,6.347701651387783,2.6162375106578786,5.082679283368302,1.8994040867936703,Iris-virginica
+112,5.645930338348829,3.00971630457749,4.091068957605899,1.3230245455062306,Iris-versicolor
+113,5.604938912009075,2.9879678427723446,4.093594893571112,1.264574609927075,Iris-versicolor
+114,4.945691721721425,3.5297955499865195,1.6192601846142958,0.2,Iris-setosa
+115,5.09516548342753,3.519094269372303,1.375851570474847,0.3056618823213749,Iris-setosa
+116,5.423090729696808,3.427638318988455,1.8945071964684033,0.2,Iris-setosa
+117,7.7,2.79034100452722,6.7,1.9812290477841505,Iris-virginica
+118,5.029151797212761,3.517257026461821,1.3524049282069472,0.3011693435358369,Iris-setosa
+119,6.359516947668718,2.781055262990486,5.121486363786105,1.4957396267578364,Iris-virginica

iris/tab_ddpm/3_1/13/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/tab_ddpm/3_1/13/train.csv

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

iris/tab_ddpm/3_1/13/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/tab_ddpm/3_1/14/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.5013413162685145,2.4020096389912795,3.693285181271965,1.009976884580368,Iris-versicolor
+1,6.466789292343715,2.9354862946611164,4.325037139431354,1.3228122936187685,Iris-versicolor
+2,6.029086682631634,2.620062483749823,5.014807769105523,1.5259369686454969,Iris-versicolor
+3,4.927040188028068,2.406034542408863,2.8849711615859572,1.0052118547254394,Iris-versicolor
+4,4.620911832008301,3.401558969081383,1.3520999692843403,0.30959950265286784,Iris-setosa
+5,4.598396116044398,3.6371814209890676,1.0,0.2,Iris-setosa
+6,6.439830781692796,3.041785842018223,5.511666301423134,1.8016734011536526,Iris-virginica
+7,6.334253290834462,2.803770740936011,5.115393243571486,1.5131128867787664,Iris-virginica
+8,4.726352203641495,3.3834727626696854,1.411525321113859,0.2,Iris-setosa
+9,5.036983350038042,3.366309075987257,1.4024854762988974,0.2,Iris-setosa
+10,5.876742052361446,2.763031474054718,4.954797844835525,1.5089305860178213,Iris-versicolor
+11,6.312917148446669,2.7177520175226957,4.931204567996089,1.7698816361183063,Iris-virginica
+12,5.896563891057383,3.0001385403134786,4.395182159876147,1.3597639756469289,Iris-versicolor
+13,5.151715907468737,3.459206353632935,1.4887481097492743,0.2,Iris-setosa
+14,5.486448387279845,2.516376315610916,4.195166286779557,1.0326365607998529,Iris-versicolor
+15,4.4,2.884195064980299,1.4012785978154003,0.2,Iris-setosa
+16,6.354469228064728,2.92658092592664,5.573760981010456,1.7883314080164954,Iris-virginica
+17,5.98264172144505,3.3950848727951413,4.450844932504138,1.5808845946684495,Iris-versicolor
+18,6.020656040295439,3.005407833547937,4.763164381422227,1.8016093518067031,Iris-virginica
+19,6.3589739469011395,2.92282302383165,5.596709005409038,1.7995625305738223,Iris-virginica
+20,6.689154198376721,3.318833613801304,5.71148649753662,2.07494952428112,Iris-virginica
+21,4.897183217453159,2.3956576882237117,3.177366742577081,0.9906119431084598,Iris-versicolor
+22,5.866347205617689,2.7537704926117628,4.636794168606215,1.3472616795092471,Iris-versicolor
+23,6.802555885373945,3.1173782381645094,4.41168076582308,1.4013761861082055,Iris-versicolor
+24,5.166231185169444,3.782613642229942,2.012844219626916,0.44166530512050967,Iris-setosa
+25,6.292272453974608,2.30865952299889,4.4344297348882655,1.3045870019062982,Iris-versicolor
+26,6.439002539209973,3.0560144838111998,5.484068131685965,1.8027621626764068,Iris-virginica
+27,6.006560507719743,2.711739138421678,5.110125799457035,1.6082746227052813,Iris-versicolor
+28,6.688119320235804,3.2892705141281873,5.766945939606279,2.1276039211513984,Iris-virginica
+29,5.963691972200043,2.975952568491365,4.559333411793574,1.3767026434411287,Iris-versicolor
+30,5.881345094897565,2.992768739676259,4.3402223002542035,1.4850105844855237,Iris-versicolor
+31,6.062263170857466,2.2000002920502006,5.0282601876107815,1.500033280314295,Iris-virginica
+32,5.768548396357435,2.639314626660043,5.076598153315198,1.9214555615519842,Iris-virginica
+33,6.536842986085234,2.9642784776447546,5.387177517909427,1.8081677844008812,Iris-virginica
+34,4.623458260394185,3.2404630806503025,1.401727202761368,0.2,Iris-setosa
+35,6.324195308306343,2.292968282985504,4.3823929527339684,1.297553497396849,Iris-versicolor
+36,6.226679864442055,3.266033789301505,4.526306186590308,1.5347095918747276,Iris-versicolor
+37,5.105578186537232,3.6123410675582566,1.4797883345304301,0.3942891037406695,Iris-setosa
+38,6.870750040678658,3.215707600786843,5.6642690763903945,2.2592862323682064,Iris-virginica
+39,6.228137823248082,2.6914246020206365,4.9351029140363485,1.8544787020795646,Iris-virginica
+40,5.812723542413544,4.4,1.515885545654811,0.393498367609609,Iris-setosa
+41,6.140943339294188,2.6408645500390544,5.581332484690033,1.4467610799478243,Iris-virginica
+42,5.009674116188106,3.4859842951606574,1.6035191442071657,0.2,Iris-setosa
+43,5.964221025985726,2.2,5.01741449306068,1.4865722333242881,Iris-virginica
+44,5.383583409413356,3.8802717527142025,1.7760396635614588,0.38912579223712684,Iris-setosa
+45,5.492870938046898,2.584060415192336,4.41705927439447,1.10307202006805,Iris-versicolor
+46,5.59454895796053,2.700687813852861,4.392869921403799,1.2878185773320467,Iris-versicolor
+47,6.355113018952938,2.923234892808792,5.580848571737513,1.7819610690469982,Iris-virginica
+48,6.289229136084299,2.5013461427138814,5.012519404941365,1.8910412808309471,Iris-virginica
+49,6.273919480059792,2.2998539728964813,4.36172162088546,1.3090438254218557,Iris-versicolor
+50,4.979353253825896,3.5708265289611902,1.3810316700942198,0.2,Iris-setosa
+51,4.687778685072298,3.4759214077594436,1.3819445932572605,0.29900966354457126,Iris-setosa
+52,4.4,2.896278924200373,1.411865546771447,0.2,Iris-setosa
+53,6.642182034015755,3.0243449428443454,4.379199419101792,1.3925076216802978,Iris-versicolor
+54,4.955814886557289,3.565449743418224,1.34587734910414,0.23774137957271613,Iris-setosa
+55,5.005936662199443,3.538685456150395,1.4111802375751938,0.3240620433922482,Iris-setosa
+56,5.497364655960751,2.5919420583380726,4.341154402895269,1.1320494975847284,Iris-versicolor
+57,5.788691286942415,2.7895752452724154,5.109233950155069,2.4007574699137204,Iris-virginica
+58,5.018663242751165,3.326486367875674,1.4013536078704567,0.2,Iris-setosa
+59,5.383382281027974,3.899172529508963,2.057085136310845,0.3961042701757108,Iris-setosa
+60,7.699994756361525,2.786041528932035,6.69999437666185,1.9590352195916698,Iris-virginica
+61,7.6999988199045335,2.7886585070729204,6.699998293866621,2.0142158383609168,Iris-virginica
+62,6.675156277163543,3.102296676342381,4.419420614528281,1.3993169792238311,Iris-versicolor
+63,5.458830127808905,2.9849854146060513,4.466572396477303,1.502385941808329,Iris-versicolor
+64,5.917031936563898,3.2141976775581154,4.744998056325073,1.7947922213964407,Iris-versicolor
+65,5.530091678596096,2.5944915104832407,4.227495327139068,1.2567045955293914,Iris-versicolor
+66,5.810870761918177,2.760597252367581,5.089982322773421,1.885632499461989,Iris-virginica
+67,6.829299817986945,3.1769448000495584,5.679425046401062,2.173639843407968,Iris-virginica
+68,5.481095137383249,2.4033016306513346,3.7406136871700726,1.1135228788472438,Iris-versicolor
+69,5.626839981393435,2.6892815025432792,4.238814785749644,1.3061767782049,Iris-versicolor
+70,6.687788013285307,3.28755691020499,5.653501107352428,2.096622284416338,Iris-virginica
+71,5.506370127899766,2.3882259857924457,3.6758158942485837,1.0783248812561241,Iris-versicolor
+72,4.982910144889486,2.4497651480954388,3.1393533738458945,1.1011689355960492,Iris-versicolor
+73,5.18417429332259,3.478673168785997,1.5222948084998864,0.2,Iris-setosa
+74,6.962139594082477,3.193120017563668,5.679840237094992,2.285989243933722,Iris-virginica
+75,4.599389534147334,3.212327828907705,1.3680982405167428,0.2,Iris-setosa
+76,4.794941636108349,2.911655126733011,1.4056695633457887,0.2,Iris-setosa
+77,4.981881556353631,3.490776365526523,1.3107789522035969,0.30397220681748527,Iris-setosa
+78,4.4,2.902038843015372,1.4043215103379376,0.2,Iris-setosa
+79,7.699998928428822,2.7785200433969486,6.7,1.9956082832470403,Iris-virginica
+80,5.112220950761168,3.858385041010285,1.5878130177948258,0.2,Iris-setosa
+81,4.582962957383228,3.6077836395126552,1.0,0.2,Iris-setosa
+82,5.00181364992592,3.489267790034342,1.3051102924637143,0.29191061332955537,Iris-setosa
+83,5.9200326793234215,2.992023248568652,5.118372547251231,1.8050770339667885,Iris-virginica
+84,5.106743264165024,3.7807957902631193,1.6267139054686348,0.2,Iris-setosa
+85,6.0531976198571495,3.3775425740843885,4.501292587791635,1.6017693624017804,Iris-versicolor
+86,5.992068908550234,2.7001718028908344,5.079120832793305,1.6051858644686812,Iris-versicolor
+87,5.207595052101036,3.436263704511622,1.393958448153397,0.2,Iris-setosa
+88,4.4,2.9139530135204565,1.4069133462922094,0.2,Iris-setosa
+89,5.0712083842446765,3.5065362256042922,1.352636602897784,0.33694204139481726,Iris-setosa
+90,5.794808679778379,2.58982940978435,5.01783139286293,1.9492063996505795,Iris-virginica
+91,6.266157557602715,3.4085235839099366,5.592732959116752,2.394895140660353,Iris-virginica
+92,5.334162901283029,2.4580942799969066,3.16194044437703,1.1221337238704616,Iris-versicolor
+93,4.946102232654973,3.4983350014831966,1.3124687118143614,0.28339661344533074,Iris-setosa
+94,6.052707931777678,3.123905707362551,4.533035855179281,1.561491225093311,Iris-versicolor
+95,5.1520193061121855,3.821971276307852,1.5924682932261383,0.2935002296726066,Iris-setosa
+96,6.32452698255378,2.2970348126924973,4.4114802306197385,1.2917581601102217,Iris-versicolor
+97,5.918278581366928,3.0170344884098115,5.122779849993125,1.8051520702142538,Iris-virginica
+98,5.995522679337911,2.6955528289801505,5.141777263416636,1.6071215343055565,Iris-versicolor
+99,6.314934280643194,2.7867031781088296,5.1173732817473665,1.4891973531170501,Iris-virginica
+100,4.911550892824237,3.119182667198579,1.5227202664886341,0.1,Iris-setosa
+101,5.1139932194664235,3.7843529016346458,2.014303851470374,0.39640602206454395,Iris-setosa
+102,5.169084766323306,3.3908130888833456,1.4134539019717973,0.2,Iris-setosa
+103,6.002741714850622,3.358835077141233,4.524265546419187,1.5922187890658772,Iris-versicolor
+104,6.00116027886948,2.9992919703624383,4.768557335290149,1.8098236650543544,Iris-virginica
+105,6.467214677037709,2.8042968050858303,5.3463076356124155,1.9046266196177661,Iris-virginica
+106,4.6697954850938,3.1352398076249854,1.3557333976633288,0.2,Iris-setosa
+107,5.1212879226117165,3.5022562161969,1.485093634385755,0.2,Iris-setosa
+108,5.290773886036666,2.577795343035032,4.014732448464084,1.287379939104557,Iris-versicolor
+109,5.968965081716185,3.358567393085893,4.522138302118805,1.623539051459515,Iris-versicolor
+110,5.736080445625792,2.944270422687414,4.1404946037289925,1.3120674237149397,Iris-versicolor
+111,6.297482969852851,2.8970144810920178,5.713820939995044,1.8206880159811554,Iris-virginica
+112,6.4187758720228985,2.725920398507341,5.27474218568112,1.8876968894565684,Iris-virginica
+113,4.574410422059266,3.611524122478728,1.0,0.2,Iris-setosa
+114,5.0833602806264295,3.5678912949050905,1.4117006032288086,0.2,Iris-setosa
+115,5.193215552667073,2.729717655580642,4.0308837806873115,1.4256525153033144,Iris-versicolor
+116,4.671668375615677,3.405961510603406,1.4083195758212796,0.2913243786216993,Iris-setosa
+117,4.970497089494587,3.597635201981277,1.3696329587502936,0.2,Iris-setosa
+118,6.202302705796806,3.0030915871740156,5.125339072163554,1.8178991269107083,Iris-virginica
+119,6.655326868666879,3.2523583654507817,5.571539446659919,2.5,Iris-virginica

iris/tab_ddpm/3_1/14/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/tab_ddpm/3_1/14/train.csv

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

iris/tab_ddpm/3_1/14/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/tab_ddpm/3_1/15/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.676991993319317,2.902462925761729,4.2576433425810585,1.3216743331332759,Iris-versicolor
+1,6.28489317922267,2.9183567400681265,4.3028326062952695,1.3138569716842479,Iris-versicolor
+2,4.827388036868396,3.3990738950250305,1.5963809258288184,0.2,Iris-setosa
+3,4.906232250373702,2.4062486537878582,3.481056341757199,0.9241711237404397,Iris-versicolor
+4,4.886635186152644,3.09484282094294,1.489685545278476,0.10000011567627731,Iris-setosa
+5,5.520041679747534,2.618951903750632,4.2494198786785615,1.2800562615415803,Iris-versicolor
+6,5.852407736758553,3.0321627862048257,4.34363474573246,1.5326787036874336,Iris-versicolor
+7,6.270375983638102,2.3006209079788955,4.370415820316915,1.3086929255029693,Iris-versicolor
+8,7.7,2.803112142188588,6.7,1.9901327148143124,Iris-virginica
+9,7.283689390062003,2.90134860501729,6.306984330575947,1.7890462137326741,Iris-virginica
+10,5.105738906157388,3.764996474331788,1.6346628520095294,0.42122857296680655,Iris-setosa
+11,6.262076745023169,2.733373540148735,4.889680544724904,1.7869988180989256,Iris-virginica
+12,4.875063274191658,3.0937306393365187,1.4920418935273787,0.1,Iris-setosa
+13,6.892935755345068,3.1431750922768384,5.713373579065011,2.2260270009553995,Iris-virginica
+14,7.699998375000568,2.7816322683757915,6.6999985799507815,1.9812837961474252,Iris-virginica
+15,4.9936356341525725,3.583776151164661,1.3429233624920514,0.2,Iris-setosa
+16,5.4821739100848355,2.4042095167686734,3.5944322589570232,0.9758786754682611,Iris-versicolor
+17,5.62609499338363,2.967637761865199,4.051804139148155,1.3077686591027324,Iris-versicolor
+18,6.190910245400159,2.6326919474165598,5.545387152137163,1.4623437216404187,Iris-virginica
+19,5.399968551417788,3.8636779708430855,1.3338835503133184,0.34839851171861225,Iris-setosa
+20,5.390104795306158,3.9023944377389124,2.1087041796910864,0.5357908896033768,Iris-setosa
+21,5.981206306811151,2.7024944190229014,5.089217361281438,1.5896631864383066,Iris-versicolor
+22,5.572829003340821,2.543795137402758,4.058351181864208,1.2701320228932687,Iris-versicolor
+23,6.697813341372252,2.995492446793264,5.011255150886521,1.7031584384093583,Iris-versicolor
+24,6.3024923643342685,2.651307150903614,4.934829992744425,1.8017632141259459,Iris-virginica
+25,5.5287594849021575,2.382147191866135,3.4410369000467536,1.1344304042325017,Iris-versicolor
+26,4.7891743541207195,3.3960065245797253,1.6115262148465512,0.2,Iris-setosa
+27,5.919948848369137,3.2495754482703063,4.738153057606484,1.7411135625878673,Iris-versicolor
+28,6.925681813902914,3.1215840899777265,5.6797678599542145,2.247823861084691,Iris-virginica
+29,5.869743591157715,3.198627653760498,4.724748471859574,1.8087514295823934,Iris-versicolor
+30,5.318971687477406,3.74130521363722,1.6107738040768758,0.21053289547734805,Iris-setosa
+31,4.825614020850196,3.028646481225602,1.400939829637145,0.2,Iris-setosa
+32,5.492542012716787,4.221206398986275,1.379492887815983,0.2,Iris-setosa
+33,4.8948267593476285,3.1109332261980627,1.489130878022606,0.10000023232375689,Iris-setosa
+34,6.293455362535436,2.7415794388072263,5.443727250349023,1.8636844560035533,Iris-virginica
+35,4.60159645524657,3.601070288571147,1.0000005403254308,0.2,Iris-setosa
+36,5.038983828601242,3.473246748146084,1.3290375899271079,0.26906621902532346,Iris-setosa
+37,6.526913140093952,3.015478847925366,5.533090429917083,1.7856813249872094,Iris-virginica
+38,5.000248700847532,2.4575718877204964,3.1364314976413814,1.1999352837130755,Iris-versicolor
+39,6.460078134073832,2.9846404378487352,5.462443195698569,1.7961733128930129,Iris-virginica
+40,4.906949880849256,3.0247776280112086,1.3658726810706954,0.2,Iris-setosa
+41,4.887236137691017,2.3937319909585213,3.8832939437256018,1.026505707062256,Iris-versicolor
+42,5.8616088976186225,3.168070911575488,4.711706685865824,1.6706015118915571,Iris-versicolor
+43,5.836346722119729,2.762912665052835,5.114359911218261,1.8842425112542132,Iris-virginica
+44,6.3634198401141315,2.7973312625596134,5.512408495366452,1.862327729409238,Iris-virginica
+45,7.69999875552035,2.776855796699661,6.699998629997543,2.0084850873361577,Iris-virginica
+46,6.52089715339917,2.9583627340999503,4.355685130661238,1.3657400595887748,Iris-versicolor
+47,5.790985196947908,2.8019993573223805,5.118305627827637,2.397166488032362,Iris-virginica
+48,6.30353819185917,3.238181192474691,4.498269096016578,1.520851637937344,Iris-versicolor
+49,5.14617677764256,2.4772014824874287,3.0598858316139834,0.9990432199047192,Iris-versicolor
+50,7.699997646873761,2.827237197400437,6.699997820093199,1.9934779573080568,Iris-virginica
+51,4.617649897312519,3.594129851550226,1.000000538846795,0.2,Iris-setosa
+52,5.252315342230883,3.441323099481145,1.4079196993726597,0.2,Iris-setosa
+53,7.699997918150333,2.8141703973868646,6.69999841100384,2.0088517432535435,Iris-virginica
+54,5.676294681996075,4.4,1.4827925929158339,0.3875802160891444,Iris-setosa
+55,5.01756473804171,3.5016727022379457,1.3131577425350822,0.30649461227416774,Iris-setosa
+56,6.634600380761713,3.1405541570518536,4.4197240341069985,1.4323479367891347,Iris-versicolor
+57,5.416023010842344,3.3899776446144654,1.7337366711669149,0.2,Iris-setosa
+58,5.649955907321274,2.4092160227553143,4.074262686163054,1.161672254866971,Iris-versicolor
+59,5.791723642016136,2.804176713115419,5.096184362957753,2.413775182134501,Iris-virginica
+60,6.286553322277679,2.470799099076803,4.832996766796818,1.4823309904167858,Iris-versicolor
+61,4.965753026716665,3.5511496489977614,1.4045474353784564,0.2,Iris-setosa
+62,5.822053433737124,2.8439423334582115,5.155613740299039,1.8664768437816197,Iris-virginica
+63,6.483791911750867,3.1263455703151415,5.529565793120824,1.8640476578319234,Iris-virginica
+64,5.734378684600477,2.536097170949129,5.038929701357694,1.9846442104996007,Iris-virginica
+65,6.296891269039275,2.7864944828091773,5.077616885101148,1.5093077132286146,Iris-virginica
+66,7.7,2.7973330325928263,6.7,1.996634654146677,Iris-virginica
+67,5.88124687561675,2.9831664401516758,5.085541815396719,1.802164223645956,Iris-virginica
+68,5.467930855203478,3.377433869367622,2.1359649030893366,0.2,Iris-setosa
+69,6.058476028163498,3.19031294290795,4.57752584694051,1.5967684462062488,Iris-versicolor
+70,6.322076004556574,3.0450284034009427,4.506040990333616,1.4282693474678936,Iris-versicolor
+71,6.022528554586273,2.6975857316818344,5.135119622177439,1.6046173764617806,Iris-versicolor
+72,6.7419473875681595,3.2997871315992886,5.729817435239536,2.1401861518611756,Iris-virginica
+73,6.287206031811086,2.4382525539679514,4.801523361138766,1.4725200485981513,Iris-versicolor
+74,6.778610631436353,3.308124120865607,5.6476637634745535,2.5,Iris-virginica
+75,6.77522990163972,3.315680637623366,5.662672166474668,2.5,Iris-virginica
+76,4.4,3.231558665832838,1.2956417871553523,0.2,Iris-setosa
+77,6.010848993657153,3.4037548856626976,4.515913136778357,1.6080574598512247,Iris-versicolor
+78,7.196360559738022,2.897343966534554,6.237235168303801,1.8229811892010381,Iris-virginica
+79,5.670278432843065,4.3999991096339075,1.4895559147327968,0.49612053418007984,Iris-setosa
+80,5.5016465730855915,4.2133440183009965,1.400682272716193,0.2,Iris-setosa
+81,5.963948017719009,2.7289904010346464,5.245894723535651,1.88101428089084,Iris-virginica
+82,6.458055780360673,2.9969728643933147,5.428676354712449,1.8047252173394561,Iris-virginica
+83,6.312297696573834,2.453185350841877,4.8139728660551695,1.480470773114728,Iris-versicolor
+84,5.502722647346521,3.024958758463201,4.565459338704841,1.5157877344806094,Iris-versicolor
+85,6.375918671396047,3.3867336790625484,5.651360913112622,2.3780487514691018,Iris-virginica
+86,7.7,2.783010226801792,6.7,2.014234165630213,Iris-virginica
+87,5.648511325787641,4.3999990959118485,1.4824341876713503,0.3808659706699161,Iris-setosa
+88,6.034646533895444,2.2000003864545072,5.01094560413315,1.5032757075372754,Iris-virginica
+89,6.011339406404078,2.6920280530826832,5.120305833278356,1.6130059555852845,Iris-versicolor
+90,5.105882098254298,3.766660895797992,1.6534240727229452,0.3950541979568739,Iris-setosa
+91,6.477222610338865,2.99367150780808,5.49969440193454,1.7760914278017703,Iris-virginica
+92,5.425038563828166,3.9316027831058165,1.299020648881824,0.4467530262129053,Iris-setosa
+93,6.032629160110524,3.0002879693816915,5.227126471547265,1.8296270722331316,Iris-virginica
+94,4.60156713579399,3.657211213890949,1.0000005705990547,0.2,Iris-setosa
+95,5.727850693300838,4.4,1.5160897265454416,0.3960889194421845,Iris-setosa
+96,4.8183015440674,3.341824112647454,1.3540340078359834,0.2207191916490425,Iris-setosa
+97,5.491523241311255,2.4181647134605795,3.774465949668506,1.1770757322617091,Iris-versicolor
+98,5.511293364694126,4.197254568477179,1.3925437634025177,0.2,Iris-setosa
+99,4.618527927053435,3.1578649590307037,1.4083720634500028,0.2,Iris-setosa
+100,6.328019280190673,2.5379417139898988,5.010906168920748,1.8791277295400475,Iris-virginica
+101,5.563838137215233,2.560091844457295,4.131056895357933,1.2477955790751174,Iris-versicolor
+102,5.3183807603817606,3.374027907258496,1.6894158629631875,0.2,Iris-setosa
+103,5.573966431770369,2.9345318960580915,4.460235805226928,1.462483459581665,Iris-versicolor
+104,5.683024772874981,4.3999990604088035,1.5032882804399956,0.3721547986899397,Iris-setosa
+105,6.703521300852292,2.9939482402619664,5.019273821996556,1.7243533171021055,Iris-versicolor
+106,6.58414210459055,3.3254063431660965,5.648711336362438,2.2791803056095357,Iris-virginica
+107,4.5730118156843895,3.689869636038333,1.0,0.2,Iris-setosa
+108,5.19787831145268,3.5141742849287176,1.496925269318423,0.2,Iris-setosa
+109,7.7,2.7884326698295205,6.7,2.043747166623399,Iris-virginica
+110,6.365546817284709,2.8548121682570278,4.268122434125079,1.2863835552852618,Iris-versicolor
+111,5.803218032376276,2.832292866759036,5.09454953653064,2.405812448815051,Iris-virginica
+112,6.281352927984102,2.487839495804234,4.903044198919896,1.5142819444844002,Iris-versicolor
+113,6.013179804728383,3.431042545644856,4.538012693410965,1.6045464048486286,Iris-versicolor
+114,5.509431491025929,2.4622975682411807,4.19073794946065,1.0042256887212293,Iris-versicolor
+115,5.495287736996339,2.386890243428225,3.652846025891885,1.0144452026285653,Iris-versicolor
+116,7.7,2.7397545805298473,6.7,2.048737789593373,Iris-virginica
+117,6.11277633863224,2.60349951737269,5.652049248663213,1.4018839173009923,Iris-virginica
+118,5.121712717742284,3.818793129770889,1.8059983550515575,0.4540380136120853,Iris-setosa
+119,4.502092752182795,2.311554102965729,1.3126746551233692,0.3021330424868411,Iris-setosa

iris/tab_ddpm/3_1/15/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/tab_ddpm/3_1/15/train.csv

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

iris/tab_ddpm/3_1/15/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/tab_ddpm/3_1/16/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.879682668124872,2.9920701438187134,1.3787934693602995,0.2,Iris-setosa
+1,5.550300360038055,3.0349887870930146,4.581344917303572,1.5635084862988562,Iris-versicolor
+2,6.931395289035707,3.043675774505646,5.579563057312059,2.1825862073561115,Iris-virginica
+3,6.675592411557956,3.093112792047343,4.576493370718394,1.491110097723751,Iris-versicolor
+4,6.391715502894002,3.040549707373612,5.498124571952238,1.795167162155925,Iris-virginica
+5,6.237912153496139,2.7742876612953777,5.210481740799911,1.5111138328099916,Iris-virginica
+6,6.662793636921713,3.1151413699938226,4.4351285814618295,1.4088500366511278,Iris-versicolor
+7,4.867019068936909,3.083309522383386,1.4209765772052947,0.2,Iris-setosa
+8,4.867195472666802,3.481837785326933,1.3369873937439536,0.33466071107121603,Iris-setosa
+9,5.163652169405656,3.450266941627428,1.4838553299795307,0.2,Iris-setosa
+10,4.999105678490107,2.4556324312688633,2.9396807431501686,0.9858416502345949,Iris-versicolor
+11,6.301505764178379,2.709885125343928,4.906354508749447,1.782437593312545,Iris-virginica
+12,6.010618698196986,2.200000335945326,4.968322922428006,1.4978370018198095,Iris-virginica
+13,5.454744706025738,3.0057171844450448,4.499185387166226,1.4989481427763909,Iris-versicolor
+14,5.013486150902173,2.430502262336031,3.0673188946583876,0.9937123665419623,Iris-versicolor
+15,5.055282951958817,3.332012616970798,1.4088744114608316,0.2,Iris-setosa
+16,5.448390295980785,2.972471708638715,4.355503820918215,1.4629671879808333,Iris-versicolor
+17,5.798226606222228,2.728940472439828,5.123921839462722,1.8817982621777025,Iris-virginica
+18,5.55021532664416,2.736788492246123,4.199827960880964,1.3222710795773653,Iris-versicolor
+19,4.4,3.1560800325693696,1.3062910510894197,0.2,Iris-setosa
+20,5.503277198411533,2.402035229563704,3.5143822589437796,1.10628591436101,Iris-versicolor
+21,4.967456799352901,2.4419328227555837,3.329982167171931,0.9929053633984022,Iris-versicolor
+22,5.110531944620669,3.726310623857451,1.647502599625345,0.4048108176073342,Iris-setosa
+23,5.800150250832766,2.659111621951948,5.087726338870684,1.9162147140877108,Iris-virginica
+24,5.316586115457537,3.7252725261255537,1.4995085607845697,0.2,Iris-setosa
+25,5.844380310118816,3.0034883374530614,4.168429777294447,1.495101270930804,Iris-versicolor
+26,4.4,3.2120046303633347,1.285190090876531,0.2,Iris-setosa
+27,6.695875502222751,3.089810842014493,4.398468360740969,1.3989760911363658,Iris-versicolor
+28,4.962469257764905,3.145697761313268,1.3706437499445323,0.2,Iris-setosa
+29,6.689518548917244,3.2708074522589037,5.73431438845527,2.4999995403928,Iris-virginica
+30,5.8380732907688095,2.813298743379698,5.139646847521503,1.8787365353637109,Iris-virginica
+31,5.02981949581645,3.6305418831198937,1.6156828078385574,0.2,Iris-setosa
+32,4.4000004872045695,2.943879289299611,1.3812956977950293,0.2,Iris-setosa
+33,6.677772600537556,3.297804208901015,5.6928888983638215,2.4999994977956996,Iris-virginica
+34,6.368728402813618,2.9958007886012035,5.509198070463319,1.7841001804067855,Iris-virginica
+35,5.499907724485864,2.6295539266255323,4.342720486122405,1.2599537683665853,Iris-versicolor
+36,6.3000199601492195,2.773729358549321,5.116047732253811,1.4729103265151553,Iris-virginica
+37,4.582660964336235,3.6071799491689913,1.0000003960046542,0.2,Iris-setosa
+38,4.8484296275429655,3.1288671263823082,1.486691632936044,0.1000000956002453,Iris-setosa
+39,5.114558140519558,2.4772213222237585,3.366127940399509,1.1873994682161366,Iris-versicolor
+40,5.122501925220136,2.5022611322297315,3.0945739683170173,1.1189491816530426,Iris-versicolor
+41,5.9739660283611595,2.9854073834373627,4.190616169070204,1.4821893816666225,Iris-versicolor
+42,6.721853028014617,2.977161486731392,5.442019807556047,2.02063862943713,Iris-virginica
+43,5.851580434278003,2.845648865239195,5.176481043845218,2.3349016649883474,Iris-virginica
+44,7.7,2.708407587718249,6.7,2.0874039030189584,Iris-virginica
+45,5.9201106914890556,3.2365948937790607,4.784100851366209,1.7778652159559305,Iris-versicolor
+46,7.7,2.818814848343371,6.7,1.9742006309589295,Iris-virginica
+47,4.855596767811691,3.4286243689432685,1.6009176870054678,0.2,Iris-setosa
+48,5.490376963344422,2.4015462246083725,3.8412894271300333,1.0521478296701792,Iris-versicolor
+49,5.115544413159004,3.305056250583977,1.839941628747081,0.5097930985712833,Iris-setosa
+50,7.7,2.801933569783148,6.7,1.9925382385020238,Iris-virginica
+51,5.994326098471794,2.200000377959766,4.988396348299419,1.4756172648354975,Iris-virginica
+52,4.678442464910891,3.247670648452837,1.4101953448127404,0.2,Iris-setosa
+53,5.77421317481929,2.6724207218214633,5.084167332250944,1.9133599621754882,Iris-virginica
+54,4.7275238267073805,3.2744631214307045,1.4068880409985103,0.2,Iris-setosa
+55,6.7108443524967205,2.9887693508308124,5.018647789414154,1.7075578111075251,Iris-versicolor
+56,5.149541349751116,3.3932995768640377,1.429898783361804,0.2,Iris-setosa
+57,5.985492608534941,3.4462872936379614,4.532977725996456,1.5639791773008753,Iris-versicolor
+58,6.010394811343571,2.2,4.993948703405049,1.499687461374269,Iris-virginica
+59,5.885303695461884,2.9820312713204076,5.074301961058244,1.8081595279990323,Iris-virginica
+60,6.263515841822065,2.839332526825926,5.206435477033583,1.7758539870547043,Iris-virginica
+61,5.431941865291972,2.4134675788455136,3.5201980238298645,1.0184513228828944,Iris-versicolor
+62,6.714648487894366,3.2928455493666156,5.656733618594082,2.499999544902834,Iris-virginica
+63,5.772190378639559,2.6816003841955958,5.091316046260352,1.898565761743638,Iris-virginica
+64,5.884540188096557,2.986056701089167,5.096627337199013,1.8236616394474041,Iris-virginica
+65,4.586904608499374,3.6083330894365244,1.0000003703839913,0.2,Iris-setosa
+66,5.097152754417888,3.4452419050616427,1.4011893112052287,0.2,Iris-setosa
+67,6.347768171493664,3.173775662032493,4.586880676631675,1.5005532000684394,Iris-versicolor
+68,6.313915468919381,2.7456900497912664,4.855167830816024,1.7597721564658901,Iris-virginica
+69,6.100053612079917,2.620338162801338,5.588437531849569,1.4049840715571909,Iris-virginica
+70,4.96674889979195,3.387612146875442,1.5234919920984022,0.2,Iris-setosa
+71,6.223828510910708,3.432630403327766,5.659778516635192,2.4039073166465004,Iris-virginica
+72,5.111489859014911,3.77031856503919,1.6178534244362552,0.2,Iris-setosa
+73,5.469974050804031,2.415826070960392,3.531389003261177,1.0966959525316746,Iris-versicolor
+74,5.474611216865325,2.397556249798555,3.8006845190246583,1.0719622708767065,Iris-versicolor
+75,5.115608721492267,3.4076399277792118,1.5091335063809557,0.2,Iris-setosa
+76,5.8932836364759,2.816897830537971,5.120408138138522,2.3985287753838564,Iris-virginica
+77,5.350625108941691,3.581916055548883,1.539995425017087,0.2,Iris-setosa
+78,5.838305768922911,2.8086831772486396,5.121574482896924,2.387165269680157,Iris-virginica
+79,5.806463345124553,2.6932097655242204,5.0772610364538995,1.8809929814908215,Iris-virginica
+80,4.929766826903011,2.433849020937964,3.147558764982931,1.0335456303662443,Iris-versicolor
+81,6.6139084538605255,3.106516900947086,4.425337812595958,1.4364551445968796,Iris-versicolor
+82,7.699995571400734,2.8320054642056474,6.699992861786329,1.9867174686031084,Iris-virginica
+83,5.040534793878553,3.338487283815927,1.3960564514278517,0.2,Iris-setosa
+84,5.43230040781474,3.9377537970224905,1.2779987215266193,0.4766773273137124,Iris-setosa
+85,6.098592029233607,2.9911815218827487,4.5787578907106825,1.3880286854247073,Iris-versicolor
+86,5.1102979549842455,3.803869046528539,1.6021542413499714,0.2,Iris-setosa
+87,5.302767486410348,3.630537312525852,1.4968689004127569,0.2,Iris-setosa
+88,5.886981563750345,2.9972729254539874,5.105917454289545,1.8223185668605373,Iris-virginica
+89,4.640651711374138,3.567234644766661,1.0000005871183484,0.2,Iris-setosa
+90,6.68963897150015,3.1112622230043843,4.3948940135812515,1.3890642110842197,Iris-versicolor
+91,4.586726069435016,3.2064338660517877,1.372477369681288,0.2,Iris-setosa
+92,5.642951115186053,4.4,1.5058207072428966,0.36849280011531615,Iris-setosa
+93,5.596184909164302,2.997784710852717,4.149651798495559,1.298520341753082,Iris-versicolor
+94,7.017355258985348,3.0469795633879047,5.752504825061123,2.1955202057403964,Iris-virginica
+95,5.990746093048558,3.4348809887978815,4.5513465917202245,1.6493052276336224,Iris-versicolor
+96,7.6999988024487305,2.7734659996353446,6.699998680826507,1.996876481283421,Iris-virginica
+97,5.647146888291476,2.9324432153535676,4.236033720749975,1.4481925214196079,Iris-versicolor
+98,4.925371555736874,3.0433625059419933,1.4012869949029856,0.2,Iris-setosa
+99,4.99102802048733,3.307443780187604,1.3957138670601408,0.2,Iris-setosa
+100,5.782119510585109,2.63279350618971,5.066633236389505,1.9215469842782886,Iris-virginica
+101,5.012173550609164,3.3550817290211334,1.4853270100303355,0.2,Iris-setosa
+102,4.495615377655402,2.296667918565029,1.3038364748053526,0.27262973597037204,Iris-setosa
+103,5.3522762865512075,3.4003348814773116,1.6880600247707056,0.2,Iris-setosa
+104,5.38641993744161,3.4579617262125657,1.6110320821442305,0.2,Iris-setosa
+105,6.687324597591869,3.0037741761187595,4.990612466735906,1.6942929212764701,Iris-versicolor
+106,5.710592433085657,2.9397074694642704,4.2953321058707195,1.305525230201294,Iris-versicolor
+107,5.628368108004872,3.014419523686612,4.497474536656718,1.4950633965758247,Iris-versicolor
+108,6.642138485365115,3.041263234817202,4.387862188990511,1.402879559167253,Iris-versicolor
+109,4.400000576634473,3.1967535681217596,1.306026071400708,0.2,Iris-setosa
+110,6.2667213208839145,2.889769274292155,5.614015610432102,1.807518895168802,Iris-virginica
+111,5.348460376347964,2.954501841611302,4.393727701616986,1.4703424297343928,Iris-versicolor
+112,5.764092040495726,2.673279186054055,5.095626228531884,1.9153419146313624,Iris-virginica
+113,6.27111688118846,3.41742943216185,5.677620209474431,2.4055145399404947,Iris-virginica
+114,4.4,2.883170771382697,1.405805606608494,0.2,Iris-setosa
+115,5.127244154481049,3.762060270797755,1.6469107956928646,0.44576262377798986,Iris-setosa
+116,4.624939600558862,3.291095728118008,1.4155277181777797,0.2,Iris-setosa
+117,6.974442087300304,3.1760516749363124,5.767679209607517,2.2812597379918946,Iris-virginica
+118,5.284242288213312,2.942526192186775,4.273914870405954,1.467767023693119,Iris-versicolor
+119,6.538569304628641,3.167520569893447,4.46896426529243,1.4747753216759159,Iris-versicolor

iris/tab_ddpm/3_1/16/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/tab_ddpm/3_1/16/train.csv

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

iris/tab_ddpm/3_1/16/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/tab_ddpm/3_1/17/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.058180717971362,2.493291183295088,3.175153449846677,1.1180999849126778,Iris-versicolor
+1,6.473815033093916,3.1531336674391226,4.555836443918536,1.4636296430532711,Iris-versicolor
+2,5.2987544908561794,3.83719424775865,1.6759089141566486,0.39189753428700047,Iris-setosa
+3,5.21740354307638,3.4989556868972755,1.4903954682968283,0.2,Iris-setosa
+4,6.443487986046064,3.080839050729124,5.504607382000255,1.8179890656123612,Iris-virginica
+5,4.6020644626204135,3.5964161080204398,1.0000009656436435,0.2,Iris-setosa
+6,5.373557853217455,2.445377287578237,3.4065142779937827,1.087907259090358,Iris-versicolor
+7,5.880491420338168,2.8612375808693504,5.2606068632062435,1.8584503134594466,Iris-virginica
+8,5.089347323809563,3.7271926257380947,1.607003760416522,0.39791591226454476,Iris-setosa
+9,6.256898461084178,2.8520438418818026,5.631640563669277,1.7701111228763409,Iris-virginica
+10,6.116866305589537,2.61236203604393,5.591014571599012,1.4154256040736986,Iris-virginica
+11,6.301972171804835,2.897159315276238,5.650861373521995,1.810042507429283,Iris-virginica
+12,6.501379447060665,3.1755384303903,4.497998243302555,1.4658300942887708,Iris-versicolor
+13,6.3116799183118255,3.019843340608122,5.392804979427524,1.74912368990221,Iris-virginica
+14,6.445411449602979,3.004985036967275,5.490323146164519,1.7920038215061536,Iris-virginica
+15,4.584318268252378,3.206954422121987,1.394721523664468,0.2,Iris-setosa
+16,6.258324307638431,2.644080664643863,4.972317036559236,1.8383909074805393,Iris-virginica
+17,5.756360115347353,2.797959728655017,5.095567016092112,2.4171937265112673,Iris-virginica
+18,5.709058799924206,4.4,1.5219904897720111,0.508895952861814,Iris-setosa
+19,5.358217665717838,2.9272598097362468,4.271701231331636,1.4680401700850225,Iris-versicolor
+20,7.7,2.809402500124876,6.7,2.032008787646842,Iris-virginica
+21,6.627361427761106,3.291584109280415,5.592410764163645,2.4999924752232254,Iris-virginica
+22,5.0979899863016405,3.747651575222114,1.6255509577554406,0.4674587499605569,Iris-setosa
+23,4.596610780930282,3.610622293388411,1.0000004471969972,0.2,Iris-setosa
+24,5.598305352415768,4.399982900818035,1.4851387662461777,0.34939570599115227,Iris-setosa
+25,5.8327116545289845,2.7578945534895585,5.139113072117295,1.8732913644819535,Iris-virginica
+26,4.984806812572577,3.5341890650689787,1.4004840966383745,0.2,Iris-setosa
+27,5.252723708560565,3.4768317168577187,1.5747436289150563,0.2,Iris-setosa
+28,5.981910877903689,3.3982858599140062,4.4284010878507925,1.5470351246253364,Iris-versicolor
+29,6.169357988712753,2.9776456634940023,4.58341604175158,1.389506822747278,Iris-versicolor
+30,5.356883596868557,3.8921626218139003,1.6580768022737264,0.39346674919350133,Iris-setosa
+31,6.194207293206029,3.0391668093305304,4.982057567050504,1.6898381877920134,Iris-versicolor
+32,5.221393445541462,3.439307940827889,1.4319905014069485,0.2,Iris-setosa
+33,5.898388883459556,3.0057988256517776,4.212493575424582,1.506012111731964,Iris-versicolor
+34,5.099391418698422,3.401043546523232,1.4150286346156886,0.2,Iris-setosa
+35,5.487906149896154,3.01301131923551,4.566965375935996,1.5049753727301072,Iris-versicolor
+36,5.493653556879855,4.195614713784445,1.3901294400958508,0.2,Iris-setosa
+37,6.6940923007486175,3.1141683129009374,4.392071092139441,1.403303159291518,Iris-versicolor
+38,5.7101883343464905,4.39999892426225,1.4834244907828795,0.345706535548344,Iris-setosa
+39,6.00813352493384,2.7345160123099346,5.108844454293713,1.6103795148227518,Iris-versicolor
+40,6.98677679267093,3.0885763307628227,5.72576383128799,2.218303467628953,Iris-virginica
+41,5.100814908644271,3.288781443801272,1.865295497509269,0.39779229463085575,Iris-setosa
+42,7.7,2.7633906091490945,6.7,2.070529449027236,Iris-virginica
+43,5.249401497640875,3.572041295262531,1.496314966903794,0.2,Iris-setosa
+44,5.695745759225273,4.4,1.4959887558677218,0.4702478784016622,Iris-setosa
+45,7.287913155537342,2.904677444839641,6.3138979306900636,1.778517436952114,Iris-virginica
+46,4.771565498652026,3.401632401179172,1.569092929347059,0.2,Iris-setosa
+47,5.148470814423708,3.481348265709538,1.4995813965476164,0.2,Iris-setosa
+48,5.002476236934706,3.596869126853001,1.4046090073693982,0.2,Iris-setosa
+49,4.592849854093473,3.593063102889961,1.0,0.2,Iris-setosa
+50,6.483641367457637,3.1436696339250068,4.449322236403885,1.485029707405012,Iris-versicolor
+51,5.994599334555383,2.2,4.984607368398436,1.5087229807302518,Iris-virginica
+52,4.9622509427449355,2.4435013831545893,3.1101616442688327,1.046963051668952,Iris-versicolor
+53,5.511410550927606,2.4043697805617708,3.428139181859399,0.9112463264581626,Iris-versicolor
+54,5.695266074208406,4.4,1.5161845719899456,0.3851478571704102,Iris-setosa
+55,5.859902994323159,2.993757586150569,4.353822638197522,1.4839077310342583,Iris-versicolor
+56,4.621859992803829,3.5971690159451897,1.0000004852007394,0.2,Iris-setosa
+57,5.503178790724681,4.188793305176484,1.4026795802917262,0.2,Iris-setosa
+58,5.51613426938632,2.9858299854950086,4.460972089724233,1.4547676447917353,Iris-versicolor
+59,5.106821824503124,3.3191270469168206,1.6806498527469322,0.5114390700842388,Iris-setosa
+60,6.486879497135606,3.1986984684501394,4.484286830078843,1.5132153515007871,Iris-versicolor
+61,6.520806568509785,2.9671727444831304,4.360316050015475,1.356866577627005,Iris-versicolor
+62,4.576265608955773,3.672307654531352,1.0,0.2,Iris-setosa
+63,6.581876737704202,3.059472576816678,4.44337184956245,1.4272348944884539,Iris-versicolor
+64,4.497056749433308,2.308758344721728,1.2955683161750686,0.32980801084114053,Iris-setosa
+65,5.4044269431859995,3.3928912495376977,1.6891963874825775,0.2,Iris-setosa
+66,5.513293790085031,2.387273160250058,3.6168690772148455,1.1269217469609638,Iris-versicolor
+67,4.603011779929843,3.6081308174550033,1.0000005332325532,0.2,Iris-setosa
+68,6.748216551524851,3.2747694531572775,5.610220132286618,2.2657462590189037,Iris-virginica
+69,4.853301058270731,3.4874664274833043,1.349134191034464,0.3267264016796486,Iris-setosa
+70,6.6977400799436815,3.3084333504439742,5.737912653532894,2.5,Iris-virginica
+71,5.334017740638774,3.7321663025004788,1.4950700573594478,0.2,Iris-setosa
+72,6.667141912421045,3.2540196678896205,5.729870423192703,2.0735952641496764,Iris-virginica
+73,5.652725110365661,3.0555449530438934,4.585710074892185,1.5283298725560572,Iris-versicolor
+74,6.307260743484179,2.2955673040959916,4.408321683922154,1.2973078064799868,Iris-versicolor
+75,5.523352733724449,2.45642852939039,4.074642591781758,0.9657809582849474,Iris-versicolor
+76,5.020387109615571,3.235801330471275,1.3416238898070487,0.2,Iris-setosa
+77,4.918086544637063,3.009444018797221,1.4008217896459774,0.2,Iris-setosa
+78,6.087919070438487,2.608930848356666,5.586359931399344,1.383996469767677,Iris-virginica
+79,5.520700923938928,2.9722254417135883,4.371006184725662,1.4799470536565724,Iris-versicolor
+80,6.361017302187022,2.9261128852716753,5.544882261851479,1.7883739516640746,Iris-virginica
+81,5.401843287715263,3.006150941807226,4.5095710641299664,1.505222651729485,Iris-versicolor
+82,6.253685968289822,2.506149337858306,4.992504858868333,1.8962681418663667,Iris-virginica
+83,5.358718219797821,3.869086974387025,1.3131344870908421,0.39772973911388493,Iris-setosa
+84,5.104000124048864,3.390523222837025,1.4859491205061397,0.2,Iris-setosa
+85,5.800044795854838,2.6762527512483167,5.190915017070686,1.8978718644567119,Iris-virginica
+86,5.380763903432528,2.9606305805926763,4.376043494270289,1.4862088486329768,Iris-versicolor
+87,5.986480174120377,2.735582862695148,5.104276587928578,1.6156837488710105,Iris-versicolor
+88,6.504192563236886,2.9610929176445486,5.565145949582205,1.8122771585112902,Iris-virginica
+89,7.699995889188356,2.8113520889096377,6.699994727961719,1.9871753007570867,Iris-virginica
+90,4.602253921300382,3.213335868556236,1.4060699102056797,0.2,Iris-setosa
+91,5.014724932633498,3.4950023940283663,1.5076221368846159,0.2,Iris-setosa
+92,5.615224500857666,2.9808059729433496,4.097588126323456,1.3034328766907444,Iris-versicolor
+93,6.286928919958982,2.6379825727436716,4.937888601330395,1.833918417568017,Iris-virginica
+94,5.362310494284268,3.418830219331365,1.6730538658532508,0.2,Iris-setosa
+95,5.149657469338467,3.787515262048987,1.5407931495633056,0.2,Iris-setosa
+96,6.356130294445928,2.792715886036489,5.093685908646598,1.5065123745119993,Iris-virginica
+97,6.369227170466746,2.8903791013682176,4.327756807763159,1.291439200530916,Iris-versicolor
+98,4.4,2.87934287885316,1.401557871797917,0.2,Iris-setosa
+99,7.699998900872378,2.776758331809644,6.699998741579661,2.0096580388743623,Iris-virginica
+100,7.6999985154660955,2.8701989766461082,6.7,2.0252411135173585,Iris-virginica
+101,6.135476723161026,2.601710268842101,5.645417685531931,1.3954872662311484,Iris-virginica
+102,5.672907225519408,4.399997169334294,1.4889025610225501,0.4066090203776979,Iris-setosa
+103,7.367846511831482,2.878174197759256,6.360795874578511,1.805128363417212,Iris-virginica
+104,6.551509284904693,2.976400527516893,5.511277841736204,1.8458441378735284,Iris-virginica
+105,6.663959276131053,3.298050479011321,5.608928104930133,2.4999992702763043,Iris-virginica
+106,5.445613721197899,2.9980134230870643,4.548811484676363,1.5189943721533274,Iris-versicolor
+107,7.69999637617442,2.825646099613108,6.699995634960465,2.011852773743098,Iris-virginica
+108,5.466026240209283,2.990471539461676,4.514590583824329,1.49331817949659,Iris-versicolor
+109,4.907742948988267,2.3905419890977555,3.287180584467623,1.0639679682238832,Iris-versicolor
+110,5.71770895599199,2.505370793069304,5.011372475583263,1.9973593584012947,Iris-virginica
+111,4.601629078943317,3.338922106384038,1.4060340531225575,0.2,Iris-setosa
+112,6.687908697962323,3.2902046110577614,5.709638615411326,2.1371124543158913,Iris-virginica
+113,5.4096297933812965,3.0103517862117566,4.496710097556662,1.5108855022526364,Iris-versicolor
+114,5.367390276688928,3.8652495536459694,1.8772932504181874,0.38962195203338135,Iris-setosa
+115,5.144611877975889,3.7248730781299995,1.5796073646907345,0.394442909853755,Iris-setosa
+116,5.8056834188704185,2.745197438570275,5.098823298294313,1.8727883299526427,Iris-virginica
+117,5.2471571628349665,3.603214147060808,1.4948258926604345,0.2,Iris-setosa
+118,6.768288624446199,3.2971222666930964,5.696909400434768,2.5,Iris-virginica
+119,6.011829161532118,3.367906371637152,4.504326518683628,1.561779328676088,Iris-versicolor

iris/tab_ddpm/3_1/17/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/tab_ddpm/3_1/17/train.csv

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

iris/tab_ddpm/3_1/17/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/tab_ddpm/3_1/18/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.7,2.7650930339805004,6.699998882199872,2.0031567719051204,Iris-virginica
+1,4.875582255734176,3.3961537239693085,1.5779086038520507,0.2,Iris-setosa
+2,5.265942704668417,2.7904652037158155,4.12542710708245,1.4097705194944083,Iris-versicolor
+3,6.758492109753686,3.1053533380474385,4.383444855502094,1.3744131316935964,Iris-versicolor
+4,4.599012285730054,3.2103157592090983,1.3971323154646642,0.2,Iris-setosa
+5,5.118734867014392,3.3328637937071868,1.315428726981538,0.2,Iris-setosa
+6,5.474575450797744,4.206709258562686,1.3930742444031181,0.2,Iris-setosa
+7,4.599275562164469,3.598914598852169,1.0000004744018445,0.2,Iris-setosa
+8,5.010780191876964,3.3293839373590792,1.4131856950838444,0.2,Iris-setosa
+9,6.444606219273501,3.0897805327242307,5.5146248568676635,1.7977746924441547,Iris-virginica
+10,6.929159358991081,3.2351658364965354,5.709259697341984,2.320079202190052,Iris-virginica
+11,5.324615924446478,3.756399589450971,1.4836908426484596,0.2,Iris-setosa
+12,7.699996630713783,2.797954832922961,6.699995995570776,1.9864237942511322,Iris-virginica
+13,5.549334862721134,2.9996747452745267,4.099850499934729,1.305455777122283,Iris-versicolor
+14,5.586936964530626,2.373315419910965,3.729842347150596,1.123779759290771,Iris-versicolor
+15,7.7,2.843441313050627,6.7,2.0853860382574307,Iris-virginica
+16,7.297471060316541,2.9131053104914266,6.319035008162511,1.7854781275372873,Iris-virginica
+17,6.192858496588491,2.6616118999002203,4.952995926848621,1.5534614083333524,Iris-versicolor
+18,6.345538749001074,3.3818074795016626,5.598827694695017,2.3725150329240314,Iris-virginica
+19,7.075601851319476,2.9883976330068758,5.693518734781742,2.1491002837656588,Iris-virginica
+20,5.736465866817223,2.5126177238442704,5.000090388623476,1.9850215523924581,Iris-virginica
+21,6.721571672467892,3.3093267760857,5.666383336620219,2.4999993899599717,Iris-virginica
+22,6.709442582876764,3.2732620120559064,5.610320026219419,2.499999066634763,Iris-virginica
+23,5.428039798356226,3.9041737593677595,1.2884033927585437,0.4342386528636002,Iris-setosa
+24,4.99063825699935,3.2073380294052085,1.2213375023311288,0.2,Iris-setosa
+25,6.567826374050069,2.9771746785499964,4.340127622653335,1.371921102560683,Iris-versicolor
+26,5.150686179116246,3.4422323563259862,1.479013185515314,0.2,Iris-setosa
+27,5.180059921724347,3.5013513248072123,1.5032760113153967,0.2,Iris-setosa
+28,6.848407514748483,3.1824072912904477,5.643913114488738,2.2789547356066917,Iris-virginica
+29,7.7,2.8460538568409985,6.7,2.056818803053263,Iris-virginica
+30,6.7813624152414285,3.329565777524692,5.667115321664714,2.5,Iris-virginica
+31,6.665035062292554,3.3144976012910408,5.753630455444811,2.5,Iris-virginica
+32,5.124585910804559,3.8010682576153076,1.9687308028165018,0.41284685302373203,Iris-setosa
+33,6.326028993172383,2.5086290746787063,4.91845756446498,1.5219747744144059,Iris-versicolor
+34,5.828570247980543,3.02725101744551,4.261551941552238,1.4878147341820938,Iris-versicolor
+35,5.213645859146025,2.5403290496373288,4.014367924405386,1.180847157736722,Iris-versicolor
+36,6.692585506133681,3.2627035181676427,5.6386045432965615,2.1046672835223403,Iris-virginica
+37,6.735982145555331,3.02227903634518,4.947111363431666,1.6322840640209861,Iris-versicolor
+38,4.783633152220129,3.3993744257337726,1.6080971838630873,0.2,Iris-setosa
+39,5.260608487006474,2.8646259195066714,4.1916888120442675,1.4413887311992526,Iris-versicolor
+40,4.836173578822592,3.394460849834203,1.6226393409763782,0.2,Iris-setosa
+41,5.841160007598786,2.828881758435438,5.1652565987641585,1.866563399409398,Iris-virginica
+42,6.379279838099073,3.366812848472021,5.599531314112516,2.378661419169186,Iris-virginica
+43,4.923131800161688,3.279975448075082,1.403715622944698,0.2,Iris-setosa
+44,6.448810783573297,3.032302223911648,5.497442140427479,1.7981682817129918,Iris-virginica
+45,5.106218243878021,3.8011572221872574,1.7871826704317129,0.3907665854765978,Iris-setosa
+46,5.560215934517118,2.9696683984994445,4.11163479346862,1.2779821519158607,Iris-versicolor
+47,4.962699538013244,3.152523580434728,1.2270781229701777,0.2,Iris-setosa
+48,4.618565760219326,3.205165542606622,1.4071456687607218,0.2,Iris-setosa
+49,6.65947746221432,3.0714241472536203,4.416599935740035,1.4120555767293248,Iris-versicolor
+50,5.538844902025371,2.4036452706453186,3.910493169326646,0.9846225976313188,Iris-versicolor
+51,4.9798561458992445,3.2877782718400863,1.4917233380153592,0.2,Iris-setosa
+52,5.1287007456282945,3.7938538240709843,2.3517392683771314,0.4061146557255647,Iris-setosa
+53,4.616789434870992,3.599232347464873,1.0,0.2,Iris-setosa
+54,5.320701011274815,2.449552874907236,3.6194296341231045,1.124708467039872,Iris-versicolor
+55,5.241462060240937,2.82155180929364,4.089609926079464,1.4453584730517197,Iris-versicolor
+56,6.598791004031704,2.995753961624832,4.395817046922509,1.4007641433365436,Iris-versicolor
+57,6.436244509264779,2.9213802763360195,4.323231898317634,1.3337987536672469,Iris-versicolor
+58,4.630104999733223,3.6249110711502195,1.0000016614526566,0.2,Iris-setosa
+59,5.104551757064424,3.843847935484788,1.615045048190339,0.2,Iris-setosa
+60,6.720198652569321,3.008226685770794,4.998404467313088,1.6770848622064454,Iris-versicolor
+61,5.980046398473028,2.993915861261036,4.509789195660773,1.4023991564228426,Iris-versicolor
+62,5.305460143138325,3.5700798898704407,1.4970545312163661,0.2,Iris-setosa
+63,7.7,2.804971976204492,6.7,2.0279231723639746,Iris-virginica
+64,5.060757719712845,3.321093609528854,1.3938018548087818,0.2,Iris-setosa
+65,4.400000476017919,2.8741607090430294,1.4061981429305,0.2,Iris-setosa
+66,4.4,2.9078653023433207,1.3923171143779651,0.2,Iris-setosa
+67,6.601106425846037,2.99469316551624,4.431531338353001,1.4130089027795103,Iris-versicolor
+68,6.944328536860528,3.125770886263911,5.7101311085291755,2.2849644324856757,Iris-virginica
+69,5.105754179557991,3.654332884411633,1.4701658666393127,0.3901378840255161,Iris-setosa
+70,6.423749549693546,2.772263211488348,5.38520423471111,1.8761157899031031,Iris-virginica
+71,6.684911454495187,2.99042394625494,5.000136797913908,1.7064078357853056,Iris-versicolor
+72,6.664611976505612,3.2926045296949513,5.738848696786548,2.499999444832915,Iris-virginica
+73,6.54076294503942,2.9615664877999133,4.377347074747219,1.3673960757785673,Iris-versicolor
+74,6.713074205280925,3.3363280311301367,5.685919848202231,2.5,Iris-virginica
+75,6.297122187515165,2.9042117533540854,5.656261248849488,1.799145566578823,Iris-virginica
+76,6.914204985053424,3.152412209624838,5.612006225961718,2.25879591505956,Iris-virginica
+77,7.313476620636234,2.9025674488440223,6.30132063991323,1.8193278692152965,Iris-virginica
+78,5.001223728759749,3.4643320218076976,1.2964216666808324,0.2878597164461151,Iris-setosa
+79,5.806051736904042,2.7189643240957295,5.092590663757174,1.8744794809532448,Iris-virginica
+80,6.294171721372751,2.296441962111322,4.436966486557337,1.291101864288805,Iris-versicolor
+81,4.400000722788407,3.197900653424905,1.256225350120546,0.2,Iris-setosa
+82,5.989107976237033,3.0029079299528463,4.845223955095393,1.8015871636422633,Iris-virginica
+83,5.758771587690323,2.62029522575817,5.09305755660911,1.9509867558254932,Iris-virginica
+84,4.980488324496792,2.444844802076502,3.2198631300176337,1.0784733296026672,Iris-versicolor
+85,4.576029147470125,3.2198359171889286,1.4059862506636014,0.2,Iris-setosa
+86,5.0174509835257055,3.611287510668273,1.3764911233883765,0.2,Iris-setosa
+87,7.6999972211296335,2.7978583629985345,6.6999974694366715,2.0183455034346034,Iris-virginica
+88,6.3235660225023915,3.0032064253375745,5.462646518373499,1.786286553641128,Iris-virginica
+89,4.492345329736619,2.298877769700021,1.302823112857887,0.2971665747056969,Iris-setosa
+90,5.478189365287558,2.586026982885364,4.31434947309935,1.2600335127254463,Iris-versicolor
+91,5.14764563696923,3.3823706118496073,1.3861394861544496,0.2,Iris-setosa
+92,5.191849568359081,3.4405747017143447,1.4468132957357875,0.2,Iris-setosa
+93,4.400000665218727,2.9152887253973643,1.3900405955783741,0.2,Iris-setosa
+94,5.054288839502233,3.4923693963510054,1.3770130855196803,0.2975649968446748,Iris-setosa
+95,5.089073751986834,2.491078749209321,3.039702344642855,1.043126361307428,Iris-versicolor
+96,6.355254744666506,2.884601817647203,4.290047695974218,1.2857480820283096,Iris-versicolor
+97,4.504424005124094,2.2868587930762243,1.292403198319906,0.29792739916626393,Iris-setosa
+98,5.432827953700849,2.8556421204215994,4.082639974413143,1.3146932698259406,Iris-versicolor
+99,4.48369288283169,2.2825614959048783,1.2847489659259717,0.27596141500911886,Iris-setosa
+100,4.666519150948361,3.3195884323459683,1.426201849162277,0.2,Iris-setosa
+101,4.9710093194477265,2.4486732961230486,2.8860749196257216,1.0271519668832039,Iris-versicolor
+102,5.748550122116145,2.773733242943822,5.089514086389469,2.3867985502426707,Iris-virginica
+103,5.781892257946191,2.748313539931743,5.118591572033297,1.8840282576766372,Iris-virginica
+104,7.699999030762816,2.8035245624567158,6.7,2.0067236410107836,Iris-virginica
+105,5.488732243119986,2.6085038304721158,4.366235236559587,1.189322644318272,Iris-versicolor
+106,5.013549711826915,3.593417674992957,1.4084563686700606,0.2,Iris-setosa
+107,5.841474920842661,2.8008078120582733,5.145305896543201,1.8896046076767048,Iris-virginica
+108,5.274935679923332,3.7736253212515,1.401093235961958,0.38780777415929485,Iris-setosa
+109,7.03523719882315,3.0996893930271807,5.749265717545454,2.275286968473145,Iris-virginica
+110,4.400000469469887,2.9227352057266422,1.3932519891421644,0.2,Iris-setosa
+111,5.806758723905833,2.694101104499541,5.1063953127195285,1.89652334631577,Iris-virginica
+112,4.608957708854544,3.5698911726744624,1.0,0.2,Iris-setosa
+113,5.963840902705087,3.014453870375138,4.917128079283419,1.806041895214286,Iris-virginica
+114,6.291937429192522,2.759942509736651,5.117936793961729,1.4831987891823981,Iris-virginica
+115,5.812806950971019,2.712763404598241,5.121097621534977,1.8922473851439459,Iris-virginica
+116,5.597943811204907,2.643712001313454,4.353276353907636,1.2792740509550946,Iris-versicolor
+117,4.580121394430859,3.377268178948418,1.4048400023910654,0.2961834798209566,Iris-setosa
+118,5.764204335534023,2.6584918480060216,5.092825574950063,1.9254869841316764,Iris-virginica
+119,5.103988194728556,3.363376472700492,1.4131293207990216,0.2,Iris-setosa

iris/tab_ddpm/3_1/18/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/tab_ddpm/3_1/18/train.csv

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

iris/tab_ddpm/3_1/18/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/tab_ddpm/3_1/19/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.699998534591838,2.80835279533499,6.6999980445850715,1.9821257981332607,Iris-virginica
+1,5.409518615899765,3.9168672130229054,1.2680071462347215,0.4927558363697264,Iris-setosa
+2,6.1050929208179525,2.5813962723438344,5.602414816239473,1.377969076733837,Iris-virginica
+3,5.893194625054151,2.994702027047676,5.09794692902405,1.791512837366897,Iris-virginica
+4,7.699998893729959,2.816457599729595,6.7,2.023626439517134,Iris-virginica
+5,6.290726753556929,2.8156473740772126,5.1025518825484655,1.5240391964006619,Iris-virginica
+6,5.017642485409017,3.3188101157969228,1.4313887162807948,0.2,Iris-setosa
+7,6.290264323707399,2.9004448746867237,5.577159539931503,1.8036743250255431,Iris-virginica
+8,6.609993712042603,3.027159051300963,4.473891132908997,1.410697422928521,Iris-versicolor
+9,6.413580981625348,2.6822642535037073,5.308947498507315,1.8975836691109775,Iris-virginica
+10,4.9054067008796824,3.0933517336472454,1.53303154170665,0.10000009350934175,Iris-setosa
+11,6.022612583762865,3.3880432373239397,4.465215651076828,1.6100399336214168,Iris-versicolor
+12,4.9142706101503455,3.087281631230781,1.4926106855782526,0.10000013821168342,Iris-setosa
+13,6.044351077501373,2.6866645363307535,5.097009190208243,1.580828940652898,Iris-versicolor
+14,6.764840903486553,3.3094260502149755,5.798598708097338,2.5,Iris-virginica
+15,5.1022855828529785,3.5111803502166437,1.3855325723472829,0.29855192533794545,Iris-setosa
+16,6.321037712277196,3.029933360318732,4.582349379126752,1.426369082193123,Iris-versicolor
+17,5.6449331657663055,2.5279277726879155,5.005483987228162,1.9963906436668064,Iris-virginica
+18,6.5754778997018795,2.9776665839865344,4.436200820144829,1.3843056136103056,Iris-versicolor
+19,6.698770396111106,3.2773202803378054,5.68560777958083,2.499999240062847,Iris-virginica
+20,5.736795867159582,2.6708061756163692,5.088580177097029,1.9157923238955006,Iris-virginica
+21,6.070569814668862,2.686119973308931,5.529296905479635,1.5205830831411749,Iris-virginica
+22,5.7317394382569296,4.399998802751433,1.519176633130676,0.39501067435744996,Iris-setosa
+23,4.820823180317603,3.34710762333751,1.4803106062858595,0.2,Iris-setosa
+24,7.699998530036119,2.8000546186754836,6.699998792913387,1.9775124650435545,Iris-virginica
+25,7.7,2.8168981555530044,6.699998141307756,2.0156002048153825,Iris-virginica
+26,5.796627454130821,2.8241654057241496,5.095940331748474,2.4072143851427428,Iris-virginica
+27,4.40000056353755,3.2088730629694115,1.3113917514362574,0.2,Iris-setosa
+28,5.611839931226644,2.6762669122900746,4.187832022975324,1.2879203634013892,Iris-versicolor
+29,6.6938371283861695,3.328598229961406,5.7425976749811625,2.5,Iris-virginica
+30,6.304888882934002,3.0985387000898506,5.431339323967911,1.826605934308632,Iris-virginica
+31,6.6728731214391805,3.056421275886056,5.544379874914045,2.001076948841804,Iris-virginica
+32,6.00747350098148,2.200000364888358,4.986616761308873,1.4869146363975136,Iris-virginica
+33,5.001785689691092,3.589474279864744,1.363402307872252,0.2,Iris-setosa
+34,7.7,2.8096319823688356,6.7,2.012471354838779,Iris-virginica
+35,5.015510642227564,2.4687602626110894,2.968518240899339,1.0412014402123604,Iris-versicolor
+36,6.906019607896613,3.0400630107601403,5.575930008272789,2.1877103827343714,Iris-virginica
+37,4.99682315471766,3.495208978011814,1.3009862809281634,0.2937504684673868,Iris-setosa
+38,6.265952413438258,2.9255561179330507,5.520330690906196,1.8089901825341976,Iris-virginica
+39,5.386782110593108,3.8380995071214197,1.6870446431227049,0.3782664956704248,Iris-setosa
+40,5.436334728336625,2.928270855094677,4.452054821270747,1.4732421689970945,Iris-versicolor
+41,5.830712481377147,2.843600568742124,5.228242666993768,2.3805684544134023,Iris-virginica
+42,5.036757210078174,3.491122124513912,1.3473174953472904,0.29386237330646037,Iris-setosa
+43,5.2669877419811755,3.7240646672475872,1.3150844499432337,0.37156509640675983,Iris-setosa
+44,5.863549336092188,3.1376224667599786,4.676014970251761,1.6608691898314931,Iris-versicolor
+45,5.1796344421341916,3.4815159641515225,1.5253947255626474,0.2,Iris-setosa
+46,5.104543247391162,3.297984361473648,1.9255143967502677,0.4345960736545821,Iris-setosa
+47,5.2356070192942745,3.4302853607194788,1.4081782602289963,0.2,Iris-setosa
+48,4.612163768120114,3.2862997619112826,1.4066169361782455,0.2,Iris-setosa
+49,5.211449273540312,3.3969082420393777,1.386705920064824,0.2,Iris-setosa
+50,5.74904660573651,2.5837193695927976,5.0326313045071664,2.1349653924195517,Iris-virginica
+51,6.393158802554621,2.5779576286785484,5.080516523303968,1.8962788755507851,Iris-virginica
+52,5.228399000728331,3.46143093899436,1.5428137467195975,0.2,Iris-setosa
+53,5.492051520686454,3.0059701008576147,4.461076216668889,1.4960951952891963,Iris-versicolor
+54,6.712642041005547,2.9860906758577705,5.020663930889225,1.6994847914510234,Iris-versicolor
+55,6.3218501284905395,2.525143509748183,5.011374085611551,1.8902939135899808,Iris-virginica
+56,4.598067906297499,3.3591937899255813,1.3941575707975682,0.24151249670487862,Iris-setosa
+57,5.754431828837307,2.9893655592569313,4.455851290268345,1.4767182794816822,Iris-versicolor
+58,5.539902762704193,2.621573820272393,4.3724522382898225,1.2685113311393026,Iris-versicolor
+59,4.781081808332519,3.3707506336765674,1.6117814935567665,0.2,Iris-setosa
+60,6.42146331458648,2.90806104648838,4.315055830149032,1.3117467378587233,Iris-versicolor
+61,7.7,2.7869218377781357,6.7,2.078289191215777,Iris-virginica
+62,6.012216648504744,3.3875571590580074,4.546237829092602,1.6106166579751209,Iris-versicolor
+63,5.0535529562809876,3.4931390699395855,1.3578145612503256,0.28886696039820425,Iris-setosa
+64,6.421558819809413,2.7229007032295787,5.339175789898508,1.9096089675387007,Iris-virginica
+65,7.7,2.6965704375058417,6.7,2.0347367890283383,Iris-virginica
+66,4.4,3.173291714174011,1.2939314029823352,0.2,Iris-setosa
+67,4.998782728026974,3.467535551528686,1.3255632621618887,0.29239630124127763,Iris-setosa
+68,6.357390557140358,2.997238995242675,5.020530821066339,1.74396731337132,Iris-versicolor
+69,6.033397350394224,2.9983855509171597,4.605278083141012,1.417396902640503,Iris-versicolor
+70,6.441553052239046,2.742848885068818,5.287589986414296,1.9193229854760234,Iris-virginica
+71,5.771038022691621,2.525788630812227,5.023369672967306,1.9734646338824338,Iris-virginica
+72,5.699702992042128,4.4,1.5066428517827675,0.3986034524142844,Iris-setosa
+73,7.351699273401197,2.9090620596646803,6.347109235802663,1.7957418738974573,Iris-virginica
+74,6.384760771237039,2.6149577072357144,5.097159868674906,1.8996666788180987,Iris-virginica
+75,4.936247540077846,2.423764081365698,3.072304202314438,0.985951287144974,Iris-versicolor
+76,6.356035134844155,3.2164365553201053,4.536285641433892,1.5070020305656675,Iris-versicolor
+77,6.33763915993094,2.822821944395588,5.599672618152452,1.7067825465686717,Iris-virginica
+78,5.981769931746731,3.38510309049478,4.475616516952603,1.6077891267439042,Iris-versicolor
+79,5.690723851344121,2.9887673391703236,4.145522679653105,1.3380314019462851,Iris-versicolor
+80,5.809790511369486,2.804651766287745,5.097092581491713,2.4054880835293546,Iris-virginica
+81,6.408081525827626,3.1823738025657122,4.51147013765719,1.4938472827604314,Iris-versicolor
+82,4.716672434003524,2.7228093035591177,1.393151726524403,0.2,Iris-setosa
+83,5.1116598703411755,2.5616503549854692,3.0901557067219767,1.2911221765942464,Iris-versicolor
+84,5.714145839225218,2.9904995731770465,4.448252897847738,1.4618401636564262,Iris-versicolor
+85,4.604630634280815,3.600673333014627,1.000000417899004,0.2,Iris-setosa
+86,5.23370879347647,3.855821552262131,1.6982071693415035,0.3768879571552476,Iris-setosa
+87,5.369483847697739,2.979415590495128,4.445800571621015,1.4836553228260614,Iris-versicolor
+88,5.091987325790788,3.777562758100538,1.6446208549284291,0.5674368385704297,Iris-setosa
+89,5.537976490497699,2.394456806605762,3.835852218627857,1.066822143668546,Iris-versicolor
+90,6.724571440303704,3.3164448329145353,5.729943785370582,2.5,Iris-virginica
+91,5.169847951948169,3.5535526950411183,1.5030340911121969,0.2,Iris-setosa
+92,5.575108191866567,3.025353043574324,4.585343808708248,1.5093738352544028,Iris-versicolor
+93,5.544179885372265,2.555078933629956,4.200572409087253,1.1858744546976563,Iris-versicolor
+94,6.3832937598022115,3.4013694342378393,5.586766480101008,2.3920248422932207,Iris-virginica
+95,6.593453529949086,3.1473570303807934,4.400759943296767,1.4318372822591128,Iris-versicolor
+96,5.756961315311439,2.714310089586226,5.112145592772328,1.8978383599355064,Iris-virginica
+97,4.875918235936428,2.991707920112188,1.4003912199240842,0.2,Iris-setosa
+98,5.4860308319196385,2.400789746087029,3.5512372283954727,1.0543699461190368,Iris-versicolor
+99,4.5968530739969236,3.194111122509833,1.4033547083369766,0.2,Iris-setosa
+100,5.011279218900919,3.51671964362951,1.3031029382213024,0.2930820547993026,Iris-setosa
+101,5.454963855964648,2.992963205767368,4.5307780023631175,1.5038163347865159,Iris-versicolor
+102,5.19677939498677,3.85165796817484,1.571743801982169,0.2,Iris-setosa
+103,6.681149815108831,3.2964720106455254,5.66956494665635,2.4999991028464565,Iris-virginica
+104,5.80217480920703,4.4,1.5080836404036018,0.5264351846752351,Iris-setosa
+105,5.9901078974098505,3.3998517061245277,4.437111666881741,1.6024172748854675,Iris-versicolor
+106,5.094314968247513,3.6829385303903974,1.4888053088536597,0.39450905143862336,Iris-setosa
+107,7.291766024945561,2.9213152182761055,6.293210740039406,1.7815550509303382,Iris-virginica
+108,6.291847477763606,2.884359403182853,5.631608108016638,1.7873267839616165,Iris-virginica
+109,5.459217539762796,2.4200371310373194,3.6256610112268515,1.0049388955344565,Iris-versicolor
+110,4.400000762344058,3.2155399920328933,1.284490375301429,0.2,Iris-setosa
+111,5.14093237997409,3.444180051991233,1.4977289889327108,0.2,Iris-setosa
+112,6.42463701799676,2.8874461257796975,5.5483889717069355,1.8456366446624166,Iris-virginica
+113,4.864837522213847,2.951572549602967,1.3851784234751827,0.2,Iris-setosa
+114,5.23342707478405,3.623744894207228,1.5114597148152296,0.2,Iris-setosa
+115,7.7,2.7812996740413523,6.7,2.020174454256068,Iris-virginica
+116,5.610735562550358,2.999991224001362,4.505151558937218,1.5066350870452472,Iris-versicolor
+117,6.338126062601978,2.6853995268785913,5.275922789890328,1.8572972074021392,Iris-virginica
+118,4.603141369326795,3.394013057540113,1.4020600936144523,0.28582887579368255,Iris-setosa
+119,4.900030891423628,3.020838701520467,1.390308310564356,0.2,Iris-setosa

iris/tab_ddpm/3_1/19/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/tab_ddpm/3_1/19/train.csv

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

iris/tab_ddpm/3_1/19/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/tab_ddpm/3_1/2/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.99548090243891,2.2000005169591663,4.969082448696628,1.5119549568498591,Iris-virginica
+1,4.593090447137093,3.6519455401940877,1.0000003822616446,0.2,Iris-setosa
+2,6.335724070498637,2.7989999985409537,5.103094373175364,1.5034796639323724,Iris-virginica
+3,6.722555964419183,2.989572023056693,4.993116404748034,1.6770168808327135,Iris-versicolor
+4,6.302432320387866,3.4000203095043426,5.6852043371748815,2.388283693228922,Iris-virginica
+5,6.44642264857863,3.204115822036176,4.499667252652602,1.499843785884053,Iris-versicolor
+6,4.9952658170045305,3.277924695038023,1.3904710678746537,0.2,Iris-setosa
+7,5.080710505817476,3.3756352890233585,1.4811856089945752,0.2,Iris-setosa
+8,7.699999008193716,2.773988177808064,6.699998569238226,1.9895517341381985,Iris-virginica
+9,5.5589936402974205,3.026220274485029,4.563175138120401,1.5414055667023687,Iris-versicolor
+10,5.752072278613513,4.399998337863577,1.512654814683656,0.45841361789157586,Iris-setosa
+11,6.327392259968819,2.8123262574199814,5.1367341174238765,1.4859299448679004,Iris-virginica
+12,5.9011554660039165,3.003258959703528,4.155032920646677,1.501654311850458,Iris-versicolor
+13,6.310217982000195,2.820218216739972,5.086206230760003,1.5240350500565014,Iris-virginica
+14,5.788690026809867,2.696589679664955,5.094922669930184,1.9128892720734234,Iris-virginica
+15,4.600046320426586,3.596780649184973,1.0000003616298212,0.2,Iris-setosa
+16,6.220194277184954,2.704735103508383,5.2976988602149495,1.4686343098481291,Iris-virginica
+17,5.514801617027768,4.15241927406924,1.403781043103135,0.2,Iris-setosa
+18,7.7,2.8067202366417874,6.7,2.004101673125037,Iris-virginica
+19,5.091471982694666,3.6852262246916236,1.4911683392476516,0.39648795591513275,Iris-setosa
+20,7.141109301739016,3.060136418495392,5.997504191961821,2.156188725061064,Iris-virginica
+21,6.020812379897021,2.8458646951350843,5.169849457483465,1.7302192715259874,Iris-virginica
+22,6.016910521750364,2.2,4.991299454476401,1.5131287053147697,Iris-virginica
+23,5.788155396133567,2.7917367441689662,5.101292964862221,2.4147020143990323,Iris-virginica
+24,5.475683512185587,2.623609239750312,4.201541554498599,1.2648665527339256,Iris-versicolor
+25,5.101941254091018,3.8584653235691766,2.052859887849658,0.39136081918418,Iris-setosa
+26,7.312973499348768,2.900694182290827,6.2671478169817005,1.8301633184492765,Iris-virginica
+27,5.097046389398085,3.4053952056554033,1.527512718120268,0.2,Iris-setosa
+28,5.083155877666467,3.7530718717777414,1.6878385102471751,0.3667537924805915,Iris-setosa
+29,5.462264182869427,3.007171270892545,4.517386110974563,1.501651086949745,Iris-versicolor
+30,4.400000560634682,3.191958414899858,1.295270427535617,0.2,Iris-setosa
+31,4.590511399398987,3.237218639911097,1.376767406463589,0.2,Iris-setosa
+32,5.530893127440179,2.3912746219779106,3.872619794317478,1.0245787363900747,Iris-versicolor
+33,4.591379400800812,3.6328116208353265,1.0000004148914217,0.2,Iris-setosa
+34,7.7,2.7524840773302217,6.7,1.9981891929452038,Iris-virginica
+35,4.400001201726926,3.2336001985496106,1.3045955079827865,0.2,Iris-setosa
+36,4.619258891704842,3.202490967828084,1.402179240754548,0.2,Iris-setosa
+37,6.012874474667948,2.9972098148260162,4.803047337493054,1.8185802408544705,Iris-virginica
+38,6.698718925634655,3.119339660307738,4.403949358384405,1.3980040765495743,Iris-versicolor
+39,5.17511903957455,3.820525418890285,1.6653520108022404,0.37934064848284565,Iris-setosa
+40,5.437263502295473,3.0062866232376373,4.527119055002962,1.5086776446905643,Iris-versicolor
+41,5.410307155344501,3.930824154622088,1.305999760341967,0.386078912044999,Iris-setosa
+42,7.089906948526534,2.966466711785395,5.909784153785723,1.9988161026170534,Iris-virginica
+43,6.425964737872929,3.192576546435539,4.501632366844537,1.4835132076297717,Iris-versicolor
+44,5.581528459125039,2.9914652631217407,4.063579087541415,1.3038282084697947,Iris-versicolor
+45,4.956803504656319,2.4316159331591005,3.3370302275392496,1.1212852440696826,Iris-versicolor
+46,6.002594096473669,2.66599429325317,5.136695660484402,1.604848536409567,Iris-versicolor
+47,5.99420834232101,3.3588909961679585,4.5775950374567165,1.6975357414458951,Iris-versicolor
+48,6.840016537375137,3.211136209549117,5.73165996743635,2.2896464122930476,Iris-virginica
+49,5.0582965550388606,3.4563011418507625,1.3880918595547136,0.26575267891333865,Iris-setosa
+50,5.862705982822248,2.9797507224105497,4.122725091926275,1.4876067155394281,Iris-versicolor
+51,5.692984172342429,4.399999015484669,1.4891813651001014,0.3700659162473501,Iris-setosa
+52,4.840233126310067,3.4454677769940956,1.5914431562769638,0.2,Iris-setosa
+53,5.676719895458656,2.987065129863165,4.447372093220019,1.4809806809226347,Iris-versicolor
+54,5.211772405653263,3.3571213554413903,1.6921944847812613,0.22010204184327956,Iris-setosa
+55,6.830114795157789,3.003287050642632,5.537272117826481,2.120582810211291,Iris-virginica
+56,5.445577457146074,3.3964664306235464,1.6958366772453597,0.2,Iris-setosa
+57,5.482764867928457,2.5965342434307654,4.42071577504274,1.258076285757005,Iris-versicolor
+58,5.165330143087803,2.644755636523958,3.488453199896851,1.3678888949248398,Iris-versicolor
+59,6.332379616607801,3.4167119512555533,5.616259223237087,2.4017681310484758,Iris-virginica
+60,6.883972052161682,3.1725494687132834,5.693490817223091,2.2742256598154627,Iris-virginica
+61,5.839570830425391,3.0672251949762668,4.554684270234611,1.5933741124563074,Iris-versicolor
+62,6.087976135698121,3.2345449600974683,4.647981582046727,1.6489912512362643,Iris-versicolor
+63,6.013700062852266,2.7165232342997254,5.110884748629976,1.6172611171561961,Iris-versicolor
+64,5.218256331526224,3.5116674908109604,1.505651924337081,0.2,Iris-setosa
+65,4.4,2.9185016485672026,1.4017365192454472,0.2,Iris-setosa
+66,5.047182169356352,3.669322967864755,1.6568813580715027,0.3590825547939538,Iris-setosa
+67,5.401171020858247,3.0030735341501136,4.505053416126732,1.5114367740316534,Iris-versicolor
+68,5.917849083284082,3.205051134430348,4.835797604490008,1.7638881454196447,Iris-versicolor
+69,6.8802004250286855,3.1868271292274244,5.6397368527871645,2.3006346560409066,Iris-virginica
+70,5.077852441594427,3.319759848002724,1.3346143518246416,0.2,Iris-setosa
+71,5.992734793264415,3.3875114985068304,4.462674855673267,1.606952210886563,Iris-versicolor
+72,5.728578380008773,2.508612209083397,5.0023876699572964,1.999670677904249,Iris-virginica
+73,4.592331862856292,3.602607592307929,1.0,0.2,Iris-setosa
+74,6.504157944170901,2.99447976781298,5.446302786211801,1.8080101846255179,Iris-virginica
+75,5.790124766724893,2.7015250868815577,5.127198978181635,1.8993357072114783,Iris-virginica
+76,5.119773152071994,2.56221887531175,3.3197712305060785,1.302413739582533,Iris-versicolor
+77,5.640423163129737,2.996884323040596,4.072593381807726,1.3064331001772977,Iris-versicolor
+78,4.503810983714832,2.3079064491797676,1.2846942810433624,0.2778765934445212,Iris-setosa
+79,5.776824624618342,2.6494311648718205,5.074219287101707,1.9231288869891818,Iris-virginica
+80,4.4,3.2105278956865604,1.2963326024308526,0.2,Iris-setosa
+81,5.3589364839736575,3.869975042871099,1.818150174685404,0.4011006055730337,Iris-setosa
+82,4.59031043905442,3.6011429323746134,1.0,0.2,Iris-setosa
+83,5.501194200357266,2.3940122956685466,3.695318878138074,1.130560839291808,Iris-versicolor
+84,4.984531602334034,3.4816959474282423,1.2694044271109948,0.30059098825838626,Iris-setosa
+85,5.872737937074882,2.958954693447966,5.099097680118874,1.8269779619515698,Iris-virginica
+86,5.382172975258819,2.9744453452726107,4.3924653364766195,1.4650885587718123,Iris-versicolor
+87,5.237732410187015,2.748773838074909,4.099067486354805,1.4230386495934064,Iris-versicolor
+88,6.342449135748161,2.3044180932027025,4.40738876191678,1.3050364401374803,Iris-versicolor
+89,6.413900028869047,3.0957770010995245,5.477061184909938,1.8004246643701352,Iris-virginica
+90,5.513803147884152,2.709049141258683,4.143391403928714,1.2917865751831092,Iris-versicolor
+91,4.901038588410781,2.391114459113013,3.5921499963370778,1.0014507512882722,Iris-versicolor
+92,5.099950731521558,3.304867253997685,1.2849429326400688,0.2,Iris-setosa
+93,5.877649544030538,2.6962323590526136,5.019675971708257,1.5080091468123733,Iris-versicolor
+94,6.448475918410918,2.911749182331986,4.2883915408350095,1.3088553901848754,Iris-versicolor
+95,6.025594974031022,2.6963980113742965,5.0877455532178155,1.6059730177151665,Iris-versicolor
+96,6.590919895343753,3.086623998206451,4.467835833531642,1.4695856452017013,Iris-versicolor
+97,6.679614531576769,3.297878579471092,5.747306467704684,2.4999994119783073,Iris-virginica
+98,4.591124420427283,3.6009162562997603,1.0,0.2,Iris-setosa
+99,5.112029204894238,2.4836302265658134,3.1092336664197515,1.1127266555470263,Iris-versicolor
+100,5.102986734053484,3.5148654584280035,1.407199598636749,0.2993370674823648,Iris-setosa
+101,4.605893584689067,3.6095204791338835,1.0000006014374547,0.2,Iris-setosa
+102,5.435344695593897,3.0064128747182637,4.512221759318304,1.5032908797981122,Iris-versicolor
+103,6.714407663263157,3.1124822952101296,4.400229794036745,1.4007004702434418,Iris-versicolor
+104,6.30822727627924,2.900874972898022,4.296686691352328,1.3041994626966593,Iris-versicolor
+105,5.764267365666732,2.830937083447015,5.098617797809248,2.39411592518605,Iris-virginica
+106,4.400000530121801,2.9258906836224594,1.4007119707037816,0.2,Iris-setosa
+107,5.073224238280828,3.7774030168305823,1.667058813996058,0.39203276015101096,Iris-setosa
+108,5.686939700085039,2.5411621885879065,4.066573428678253,1.2860584307592187,Iris-versicolor
+109,5.184903033785105,3.474592765440511,1.5075625659573921,0.2,Iris-setosa
+110,5.315221585779814,3.766052708371358,1.523443020607741,0.2,Iris-setosa
+111,7.7,2.7949120457466976,6.7,2.0291938191943633,Iris-virginica
+112,5.7305322089576585,3.017493685019815,4.454528332791736,1.503428058235297,Iris-versicolor
+113,4.7497528314759005,3.363850802927611,1.5708887091282453,0.2,Iris-setosa
+114,4.978315640077267,3.1863042339257386,1.242157775682394,0.2,Iris-setosa
+115,4.4,2.8498840692695584,1.4005881884331013,0.2,Iris-setosa
+116,5.013129100910408,3.2147303626799912,1.1882766664449127,0.2,Iris-setosa
+117,6.313210832989403,2.526110149692922,4.969299849110202,1.8823255483616765,Iris-virginica
+118,6.279015306825704,2.797904769326118,5.104472755095928,1.496205692878358,Iris-virginica
+119,5.270123128557443,3.578836657335547,1.5001879449081466,0.2,Iris-setosa

iris/tab_ddpm/3_1/2/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa