a

iris/tab_ddpm/7_4/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.704763785849815,2.6257666966691686,6.8999985531096115,2.2879565910378434,Iris-virginica
+1,5.79326173289798,2.6844853358309435,5.11268258791087,1.8843237714752141,Iris-virginica
+2,6.241942521840132,2.2392091690084954,4.434677059566773,1.4055997641504794,Iris-versicolor
+3,6.526957397632175,3.0,5.800401733843166,2.1924754288934523,Iris-virginica
+4,5.451725043616513,3.0,4.499807143055717,1.4883289017979926,Iris-versicolor
+5,7.690207939185094,2.61333387896376,6.8999983858190905,2.2935809894774746,Iris-virginica
+6,5.202294334726663,3.571041058283083,1.4490718562856404,0.20146781628364185,Iris-setosa
+7,5.996287907127797,2.2163957493847666,4.014169995818589,1.0226193766165386,Iris-versicolor
+8,6.922524038025151,2.8110009000792253,4.82317293278967,1.4044526116759266,Iris-versicolor
+9,5.07028234311634,3.490630050720876,1.3978056650341562,0.196864643060357,Iris-setosa
+10,5.372732390541656,3.0,4.491440284323614,1.5201116031403978,Iris-versicolor
+11,5.320834936530961,3.7382828955520613,1.5021052932715333,0.1976359221762085,Iris-setosa
+12,5.6262628543216495,2.662592245083455,4.461956161525673,1.2431320628840545,Iris-versicolor
+13,5.66320603118309,2.9009477036350213,4.028944804797799,1.2891439701017249,Iris-versicolor
+14,5.532754321153864,2.401285172644568,3.660001535429459,1.0036398188601965,Iris-versicolor
+15,6.538894725562061,3.0,4.391255950643265,1.3869229525974724,Iris-versicolor
+16,5.5686720216003405,2.6796494972575977,4.439923888439956,1.2486185409937403,Iris-versicolor
+17,5.527561223339061,4.19999935379175,1.42315523072469,0.20149826914003435,Iris-setosa
+18,4.923879313910409,2.3943189668084512,3.4393816782679147,1.0012557496315073,Iris-versicolor
+19,7.669362320851226,2.806640282937782,6.667155332841944,1.9861023266744173,Iris-virginica
+20,4.958011528926936,3.069550070250053,1.3982431322302382,0.2524951825556321,Iris-setosa
+21,5.6697894600373555,2.7786396123884187,4.489224122892809,1.2832569469830932,Iris-versicolor
+22,4.980555806716329,3.4152520721786446,1.5703818945609964,0.32205305453941147,Iris-setosa
+23,4.987759521582953,2.0000014167194333,3.5539990801816663,1.0262158147691738,Iris-versicolor
+24,5.026045692347274,3.0,1.7400662894747378,0.1977764876762869,Iris-setosa
+25,5.6182004036699205,3.0,4.526301905242483,1.5017167209746463,Iris-versicolor
+26,5.894342355116466,3.190241584909392,4.778269514975385,1.7628142315872288,Iris-versicolor
+27,5.681724052522736,2.9197048807295474,4.103969065255337,1.2892602145420102,Iris-versicolor
+28,6.151072059495001,3.3975664238963157,5.347614603086432,2.3133779722787806,Iris-virginica
+29,5.140051757273403,3.3065162027916863,1.6713073976228627,0.47769396529066555,Iris-setosa
+30,7.702696654210857,2.630257116311448,6.9,2.3094458797006836,Iris-virginica
+31,6.068285940171581,2.792261052248238,4.671775625957833,1.2142995084931048,Iris-versicolor
+32,4.781289455259673,3.0,1.389374851369105,0.3704092540312602,Iris-setosa
+33,5.408374694043643,3.405715360005853,1.5082299978524158,0.29871843515129914,Iris-setosa
+34,5.02124385957354,2.000000468487172,3.6435394992114785,0.8459296937869025,Iris-versicolor
+35,7.9,3.812465547222542,6.385494763741144,1.9769362778375124,Iris-virginica
+36,6.843890844711329,2.8063529526244904,4.807050995201675,1.4031799454387703,Iris-versicolor
+37,5.028323350255193,2.0,3.6773067241793727,1.0104312339415444,Iris-versicolor
+38,6.502745590863453,3.206204608140764,5.078250500204415,2.0072952687739445,Iris-virginica
+39,5.975762605980865,3.4048208420559405,4.47362829727949,1.60819106983811,Iris-versicolor
+40,4.824762872399596,3.4114434167682752,1.6557579535139866,0.20146049382630504,Iris-setosa
+41,5.078982889629732,3.311319479480965,1.6246388588381493,0.45992226166834493,Iris-setosa
+42,6.912141965791063,3.07539678158281,5.104801208316135,2.3009047142674333,Iris-virginica
+43,6.00975872548038,3.4107644813035667,4.468594014769128,1.5910659548771635,Iris-versicolor
+44,6.321537958650052,3.2711938723211182,4.713961165945835,1.5872033121055906,Iris-versicolor
+45,5.706992892662056,2.825697865610788,4.289180728627569,1.2756255486223351,Iris-versicolor
+46,6.376532146839198,2.842662123360761,5.1969195230532375,1.7922234546421016,Iris-virginica
+47,4.493574099254373,2.3210839288013996,1.2883444405862021,0.30798414666637347,Iris-setosa
+48,5.941814602054884,3.0,5.100200997760226,1.8095623395500229,Iris-virginica
+49,6.687898954599813,3.3003332258603515,5.650115820561538,2.0863993030912895,Iris-virginica
+50,7.702092321673341,2.785044851504257,6.719087680896447,1.9905432555694407,Iris-virginica
+51,5.0074376615487415,3.3928214892574577,1.6447023072106033,0.3993640917539947,Iris-setosa
+52,4.4000005344534765,3.17787269588811,1.3024855673405331,0.1937579655446845,Iris-setosa
+53,6.5004350357706935,3.0,5.785624495561401,2.1923268896113677,Iris-virginica
+54,7.606346144714757,3.0,6.605407944475266,2.095940088416063,Iris-virginica
+55,5.484554683712242,3.0,4.520443885872213,1.4822662528329273,Iris-versicolor
+56,4.972609151288582,2.0,3.4991787472097506,0.9704643777149198,Iris-versicolor
+57,7.477865569406035,3.0,6.400432247554939,2.090087436600869,Iris-virginica
+58,5.117184507810905,3.7210812409219747,1.4857861789900026,0.4293431965189568,Iris-setosa
+59,5.752115247929289,2.856864967955514,4.496246883450619,1.3507907382087148,Iris-versicolor
+60,5.482453526543366,2.4730350154229046,3.966296701354929,1.108498601129498,Iris-versicolor
+61,4.8514648518737475,3.4080153089118412,1.7028159061413928,0.20094341216789577,Iris-setosa
+62,5.060512537580991,3.3556546906015323,1.6028139755463557,0.40783387527421167,Iris-setosa
+63,6.222800147309068,3.4008416294053165,5.386090458766958,2.300540997812556,Iris-virginica
+64,6.01541378075388,2.8698559156196333,4.47949855949173,1.4752066937217707,Iris-versicolor
+65,4.798501983993684,3.4006607913857825,1.5762068266474194,0.19913176351240064,Iris-setosa
+66,5.5103854663277705,2.3981291874639328,3.7423937522144124,1.0067089144500747,Iris-versicolor
+67,6.212191962886416,3.4014672925082357,5.3865235362012225,2.298511848059523,Iris-virginica
+68,4.9557969620186215,3.0,1.5081840128682165,0.2027667241551511,Iris-setosa
+69,6.290706829429728,2.4705938099411973,5.006169553797548,1.8991531340373533,Iris-virginica
+70,6.211910866920491,3.392920414904045,5.439279929205641,2.299062538786776,Iris-virginica
+71,6.7473339584418035,3.2550202347214956,5.773302152290048,2.1996818872180786,Iris-virginica
+72,5.864054814082806,3.2120955089778866,4.812781960415564,1.818010308076418,Iris-versicolor
+73,6.529045471607859,3.0,5.495419067084857,1.7918429123590875,Iris-virginica
+74,4.5821669912249146,3.5667637312598406,1.0000004911989846,0.2009090241254091,Iris-setosa
+75,4.99495344117155,3.3830511666863967,1.576924363362868,0.4074821686143003,Iris-setosa
+76,5.123325232136079,3.5121715845455217,1.3934301167851217,0.19891423448640433,Iris-setosa
+77,4.49193508182744,2.287403514035494,1.292278458754509,0.30166157457589243,Iris-setosa
+78,5.945141197720609,2.1841005435699556,3.964844789607455,0.8644042093086701,Iris-versicolor
+79,4.9996810734595,3.0,1.590780654293449,0.20152322195060535,Iris-setosa
+80,4.497862361774603,2.281197063935038,1.318492066966881,0.3102762026453422,Iris-setosa
+81,5.88693335176092,3.225814681128603,4.811487318639369,1.810245975737898,Iris-versicolor
+82,4.995213987812122,2.0,3.5752083579878997,1.0074298814474085,Iris-versicolor
+83,5.25104066103204,3.4069001330688673,1.4499465414873258,0.2094514216104072,Iris-setosa
+84,5.9544456973959905,3.204801378143365,4.791875031043355,1.7741422725719476,Iris-versicolor
+85,5.699493587050679,3.0,4.192518121879598,1.1925482037113515,Iris-versicolor
+86,5.492486643520795,2.389736166113325,3.722438157202373,1.0178361444273554,Iris-versicolor
+87,6.700436267084788,3.0,5.01072976331744,1.7066903509126052,Iris-versicolor
+88,6.705883263502116,3.0980927684533417,4.749833887995328,1.5131139939233331,Iris-versicolor
+89,5.425132662497774,3.4290109641375524,1.68544978502903,0.20120963459734342,Iris-setosa
+90,6.253805832976382,3.3153081586880324,4.658575737345027,1.5771792079408664,Iris-versicolor
+91,6.1925634552380675,3.3872177037339393,5.428460288676476,2.300395046266172,Iris-virginica
+92,6.877250447468061,3.1090315658984955,5.146075099106397,2.2907982187711173,Iris-virginica
+93,5.366803269234882,3.3957107433338867,1.657078813347473,0.20440860207116013,Iris-setosa
+94,6.493536547794967,3.0,5.78833106609209,2.1717104113342156,Iris-virginica
+95,4.400000611981453,3.2168456126344807,1.2974350687626224,0.1996457473152322,Iris-setosa
+96,4.841356506317641,3.0,1.4440022319543484,0.10000009143041509,Iris-setosa
+97,4.886804243391831,3.0641337945761236,1.4715459898934578,0.1,Iris-setosa
+98,5.713811104640727,2.8915920713340855,4.19950050632898,1.2995009892882583,Iris-versicolor
+99,5.9845571798345185,2.895225746492196,4.510236495280358,1.483862504534583,Iris-versicolor
+100,5.087255164480617,3.7334372034391694,1.496903981313663,0.42853085153826076,Iris-setosa
+101,5.80859202912577,2.7010356817128236,5.113574945909785,1.8891189982378191,Iris-virginica
+102,5.589392727014467,3.0,4.231448010344674,1.355880425757795,Iris-versicolor
+103,4.972943874764223,2.425660535596911,3.4610165560782797,1.0171543411489203,Iris-versicolor
+104,6.554633839832327,3.0,4.375810296947441,1.3933990319078269,Iris-versicolor
+105,7.707373585300869,2.787251924692408,6.7013758731282955,2.003795896355565,Iris-virginica
+106,5.921340865644556,3.210141860128995,4.797373205990744,1.784641304560813,Iris-versicolor
+107,7.320873828653115,3.0,6.2096679032703195,2.08603829026735,Iris-virginica
+108,7.679508602869707,2.556135050553441,6.9,2.2886715709297714,Iris-virginica
+109,4.4000006658999915,3.184622377611702,1.326990682922869,0.20060643815019635,Iris-setosa
+110,6.6159075110700565,2.5023685968832345,5.704746620398719,1.8001457235915972,Iris-virginica
+111,6.1110691342478765,2.810508855438009,4.718070833701646,1.1997214959436122,Iris-versicolor
+112,6.667590519782482,3.1073811712156085,4.740111009361705,1.5340903959178673,Iris-versicolor
+113,4.910722201382949,3.1208474898636394,1.5146262548639906,0.1,Iris-setosa
+114,6.687490509269428,3.09367563674245,4.706187905408374,1.49621197471601,Iris-versicolor
+115,4.816901445866737,3.3801870852771896,1.865624977741373,0.1991386787028836,Iris-setosa
+116,5.662187683444218,2.9786418570106346,4.305486041418991,1.353611346335971,Iris-versicolor
+117,6.715198093191624,3.0,4.986542172724399,1.7125794749808239,Iris-versicolor
+118,6.473329065648162,3.0,5.805447498491046,2.1737209797009047,Iris-virginica
+119,5.012080077351942,3.6185476732496764,1.3762759889148901,0.20344476561418548,Iris-setosa

iris/tab_ddpm/7_4/0/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/7_4/0/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+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/7_4/0/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/7_4/1/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.19539743194907,3.383921016409555,1.4041602768342203,0.2017870140103753,Iris-setosa
+1,4.804803206849957,3.0,1.404065968878982,0.2990652820382407,Iris-setosa
+2,4.864172498430204,3.0644950183088167,1.4804492407312764,0.10000011815510237,Iris-setosa
+3,5.50939521882068,4.199999195557075,1.4000759754989487,0.19938554592490582,Iris-setosa
+4,5.678122194317597,2.889347447837321,4.076681563782675,1.3003445859650657,Iris-versicolor
+5,4.8975635212999356,3.0,1.3761836231927793,0.2028041596869111,Iris-setosa
+6,5.615425924011648,2.6860254820333185,4.457737304056115,1.2745292608263454,Iris-versicolor
+7,5.798514747059722,2.707380493745868,5.116962991659621,1.891763165101414,Iris-virginica
+8,6.049128051298469,3.4002951299576103,4.518588257543262,1.5966633387373843,Iris-versicolor
+9,4.862720765189804,2.433386859704603,3.173089256174939,0.9279197412202627,Iris-versicolor
+10,6.649257317097022,3.0758440751584666,4.683234382340851,1.4770453393831837,Iris-versicolor
+11,5.576209584524597,2.970040284195562,3.784352388676221,1.2865422589131186,Iris-versicolor
+12,7.334134574124455,2.8905580429667057,6.328074726750652,1.804729013755427,Iris-virginica
+13,6.694579796253858,3.0,5.002588639510526,1.7090771806491611,Iris-versicolor
+14,4.902416380615036,3.0,1.3943385491638547,0.20162850292476836,Iris-setosa
+15,4.4000005396065776,3.185565775505469,1.2922406142542988,0.19190719453587052,Iris-setosa
+16,5.006331258989534,2.000000479019892,3.439692937027633,1.012357896544026,Iris-versicolor
+17,5.0298116752990065,3.0,1.6984915230286362,0.20103078511965594,Iris-setosa
+18,6.3220347374790515,2.3311329663336506,4.437489261551119,1.3109791197874068,Iris-versicolor
+19,6.476003915159525,3.1988533541306206,5.150994254645772,2.0059578344567117,Iris-virginica
+20,7.9,3.827117044697051,6.4174898427809515,1.978907720981496,Iris-virginica
+21,6.720916716752027,3.2793175551652087,5.710658295912229,2.5,Iris-virginica
+22,7.700806497834597,2.589983423213622,6.899998915002305,2.3124309749736476,Iris-virginica
+23,6.540312056563634,3.0,5.537952008980876,1.8026365643300164,Iris-virginica
+24,6.491605184059474,3.0,5.791840827801051,2.1943766621366305,Iris-virginica
+25,4.904238299455879,3.0,1.411719214738522,0.20160723525493512,Iris-setosa
+26,5.083169090365691,3.503170240055757,1.4025600348059606,0.2035438663438724,Iris-setosa
+27,7.294654599653239,3.0,6.1692921313304,2.126229795985076,Iris-virginica
+28,7.899998909173089,3.82217509805571,6.435777557911655,1.9886893446461802,Iris-virginica
+29,5.877265980700674,3.1877700687995403,4.789456437020858,1.8096071008587202,Iris-versicolor
+30,6.095015019978036,2.81233041575571,4.661333659527015,1.2085741231975924,Iris-versicolor
+31,5.755460602469031,2.7790917331334315,4.277777281772961,1.153263132903415,Iris-versicolor
+32,6.723713476621922,2.5099432259234264,5.790830860822489,1.8021884027331163,Iris-virginica
+33,7.598560248690918,3.0,6.6086484552134195,2.0891781283031725,Iris-virginica
+34,6.7172067292413455,3.3021513607834634,5.739139879740276,2.116463201388953,Iris-virginica
+35,5.390350469165447,3.87403761479324,1.3217082812099825,0.3648206237989991,Iris-setosa
+36,5.939231425085617,2.995038862401034,5.065325592987419,1.7946004629613335,Iris-virginica
+37,5.39833382960128,3.8977028628968053,1.2987309961986404,0.4647194651067875,Iris-setosa
+38,6.084282752191273,3.376440532235651,4.5780394739379995,1.607098738756566,Iris-versicolor
+39,4.580029973630656,3.622048303761079,1.0,0.19676505752005477,Iris-setosa
+40,5.131640942711625,3.4988175768361867,1.3834450203222457,0.19634133065825382,Iris-setosa
+41,4.788541510347977,3.0,1.4110296267877174,0.10000011919930385,Iris-setosa
+42,5.994741461452098,2.888462068676664,4.5042759589659065,1.4695749957947195,Iris-versicolor
+43,6.727527600816752,2.790394809232944,4.750410828297846,1.3824514687054192,Iris-versicolor
+44,5.812704169988314,2.702436373948938,4.09063823941591,0.9515827833403598,Iris-versicolor
+45,5.701198930332515,3.793399940326695,1.8147512670850052,0.2986422343674459,Iris-setosa
+46,6.228893475986566,3.389486808146462,5.407460961316022,2.3054871722288612,Iris-virginica
+47,6.214023347784491,2.1873769635190956,4.479699950247439,1.4998595642322712,Iris-versicolor
+48,5.970621457497531,3.405146444606815,4.5014548906974055,1.590394587978603,Iris-versicolor
+49,4.802372385422894,3.3914616842762353,1.577406468251891,0.19846890196513234,Iris-setosa
+50,5.892614880567372,3.1982558731346247,4.8118206770010135,1.804822509680993,Iris-versicolor
+51,4.999625719017084,3.0,1.5755768750765666,0.20010377670023133,Iris-setosa
+52,5.696855140468261,2.871922346771834,4.191804095157103,1.2978480755651247,Iris-versicolor
+53,6.495904305277488,3.0,5.494228451495501,1.8136967252726885,Iris-virginica
+54,6.4158999600247455,3.0,5.707052422476034,2.2121807782652154,Iris-virginica
+55,5.093591094807244,3.687915670582687,1.4956109757613365,0.38700582882650714,Iris-setosa
+56,6.513102353019385,3.2132072427953684,5.2020101782863115,2.0191459764829904,Iris-virginica
+57,5.674999653445183,3.0,4.210244723065314,1.212637079365584,Iris-versicolor
+58,6.369457247719628,2.9765838921132812,5.529367506105309,1.8124140676120608,Iris-virginica
+59,5.38920352892604,3.396218011798578,1.6600502848289735,0.2006205939977199,Iris-setosa
+60,5.993804845984039,2.936001083053135,4.502190000096836,1.42060013040348,Iris-versicolor
+61,6.90126658649423,3.081412761527571,5.101052012948914,2.303718444755009,Iris-virginica
+62,4.809921386287626,3.3931847644717816,1.945764113039676,0.19998850347014815,Iris-setosa
+63,4.783514231487008,3.3875862008939226,2.102315728729857,0.20262424280487842,Iris-setosa
+64,4.4,3.20478445470578,1.31591063457324,0.19275237800781309,Iris-setosa
+65,5.4957510401582015,3.0,4.519592112038805,1.4975979580078567,Iris-versicolor
+66,5.522669265068965,2.4039477007427537,3.738989131616011,1.005886389615422,Iris-versicolor
+67,4.872220703246849,2.382695723073998,3.251888611019978,0.973751067070544,Iris-versicolor
+68,4.916051306356717,2.394250076567588,3.2374343331764566,0.9200074960593607,Iris-versicolor
+69,4.891099722283696,3.0,1.4025676782602918,0.19950335087763627,Iris-setosa
+70,5.3914845926072354,3.3835058767838073,1.8895963257882253,0.20043059192417714,Iris-setosa
+71,5.691553128021152,2.6021748773009077,4.04226267525194,1.0797989208679608,Iris-versicolor
+72,4.8192004818833745,3.0,1.3933566403894133,0.31055928774030955,Iris-setosa
+73,5.500997556739806,3.0,4.505319183330184,1.4983453736459162,Iris-versicolor
+74,5.531552657168719,2.416434562093299,3.7152990924689586,1.0049166765441662,Iris-versicolor
+75,5.593343592422214,2.914251509054946,3.7494177612522206,1.3004275435092782,Iris-versicolor
+76,4.909986777312809,2.41715500271153,3.3127764095412076,1.0069294285455062,Iris-versicolor
+77,4.4,3.1983550069400346,1.3095263567677509,0.19766251691370312,Iris-setosa
+78,4.882329301603166,2.4130624887851964,3.199324247929659,0.9638895599012915,Iris-versicolor
+79,5.859657871581308,2.8112207853788336,5.11362183015625,1.8822442856873216,Iris-virginica
+80,5.099679631009215,3.507199804477266,1.4149155643921512,0.2049992858137178,Iris-setosa
+81,5.1781966819478935,3.390024413285651,1.3907620117230997,0.19979686129318175,Iris-setosa
+82,5.795651971208785,2.705981076132087,5.092186097655949,1.8899874148651343,Iris-virginica
+83,5.976816452990464,3.387619140728733,4.4864090322195285,1.5614495102587367,Iris-versicolor
+84,6.707328282685708,3.2764982973159733,5.705524335719506,2.5,Iris-virginica
+85,7.694453991084076,2.6257940786056175,6.899998372976226,2.289462262103289,Iris-virginica
+86,7.8999989289609,3.8081836930760415,6.374126168245369,1.9960979385249158,Iris-virginica
+87,7.700757113227743,2.7949385179490402,6.718288253013514,1.9946636816134091,Iris-virginica
+88,7.9,3.829667698701101,6.400468834070656,1.9809058507438557,Iris-virginica
+89,4.4,3.2265158816731603,1.2798937429661628,0.19700199536599072,Iris-setosa
+90,6.294174158126707,2.4962933452425835,5.009246174785067,1.9042444711607265,Iris-virginica
+91,6.121231575628246,3.366241524942707,4.582968600638413,1.609192417785485,Iris-versicolor
+92,6.638494729571521,2.8015327316941434,4.754198663876955,1.372287737781235,Iris-versicolor
+93,6.420528620345989,2.898862523445627,4.283003386127719,1.3036357490759773,Iris-versicolor
+94,7.688009333242202,2.600630997874624,6.899998859473904,2.297134292178816,Iris-virginica
+95,5.472710449676255,3.0,4.498613605699943,1.4869749495087417,Iris-versicolor
+96,5.123971328931884,3.495231687583689,1.3933303184460222,0.1981182146488577,Iris-setosa
+97,6.306004274332255,3.3497781494566428,5.449526859283688,2.2965969451725767,Iris-virginica
+98,6.499281983546189,3.2022917268134763,5.1564045020070495,2.0067975026948215,Iris-virginica
+99,7.675725056674358,2.801234082242629,6.681805932658706,1.9832199857817154,Iris-virginica
+100,7.72586760592356,2.6041944903181276,6.9,2.2912447695793663,Iris-virginica
+101,5.991105608982487,3.3880701980054666,4.55091641235037,1.595923724370629,Iris-versicolor
+102,5.521955953613243,3.0,4.500120957265916,1.4835054068894906,Iris-versicolor
+103,5.56881308547559,2.928232009708131,3.6145454667791013,1.2907077683144121,Iris-versicolor
+104,6.473185067223579,2.941677142136331,4.3234986745270065,1.3389065126224775,Iris-versicolor
+105,5.667771806286864,3.0,4.139638463536417,1.2350507252018916,Iris-versicolor
+106,5.651761292561856,2.797335719257057,4.459981860898304,1.2846481899424664,Iris-versicolor
+107,5.628505140360503,3.0,3.9948567746924155,1.2961336757611244,Iris-versicolor
+108,6.518356284436079,3.0,5.4755440174574375,1.816674468131259,Iris-virginica
+109,5.777489894126126,2.721470831592684,4.1981701519447325,1.0209765085911677,Iris-versicolor
+110,5.7892528031430786,2.709277507568635,5.098839262004422,1.8995200931915721,Iris-virginica
+111,6.813733972695991,3.1933230179951972,5.874630934732858,2.2962645240507795,Iris-virginica
+112,7.8999984093093865,3.769895932610395,6.3871017092706,1.9717739809832726,Iris-virginica
+113,4.770130570772968,3.0,1.3562945829544613,0.1,Iris-setosa
+114,4.798933291944857,3.381330010205429,1.5706865759010593,0.20042226405110017,Iris-setosa
+115,4.844811056260042,3.026054168639293,1.4635719204246134,0.1,Iris-setosa
+116,6.508766674600511,3.0,5.776920765690146,2.180975544338611,Iris-virginica
+117,6.411090636827872,2.8926595971768227,4.305131540254222,1.278528420902617,Iris-versicolor
+118,5.69580238230238,3.796809544115356,1.5721244402521868,0.3171685989006566,Iris-setosa
+119,6.272504025413544,3.298445222851775,4.682250115612002,1.5879300502073965,Iris-versicolor

iris/tab_ddpm/7_4/1/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/7_4/1/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+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/7_4/1/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/7_4/10/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.692125033249806,2.7800883954366684,4.4734325145604314,1.2859086617284652,Iris-versicolor
+1,5.873332797956956,2.8308778590883,4.618348064099564,1.3396307477945355,Iris-versicolor
+2,5.898489775919591,3.0,5.124398034156301,1.8130973289953036,Iris-virginica
+3,6.007353487624876,3.4063009979387364,4.479008309683726,1.5939808789130272,Iris-versicolor
+4,6.71188162641133,3.296575217412106,5.72964545230868,2.4999996129909094,Iris-virginica
+5,5.675864808482528,3.0,4.186179152183201,1.2474429305345986,Iris-versicolor
+6,4.870543185994267,2.431134571581663,3.060532747043621,0.8886706239461899,Iris-versicolor
+7,6.111107709231783,2.82034592427994,4.647268915178524,1.2467369536652129,Iris-versicolor
+8,6.788503024935033,2.8297400475914447,4.770049120061224,1.4204630528384372,Iris-versicolor
+9,7.645091597509259,2.5995142631691066,6.899998427755732,2.2959054142143427,Iris-virginica
+10,5.022758561417013,2.0,3.6085810182399913,0.9599324714365567,Iris-versicolor
+11,5.92284590236419,3.206808136528974,4.779994016972864,1.8142076350383392,Iris-versicolor
+12,5.018418338780418,3.3046090203674683,1.5719711455862686,0.4195275951673345,Iris-setosa
+13,7.721976113501677,2.604242820634888,6.9,2.306076140095324,Iris-virginica
+14,5.099257506109515,3.705381470801722,1.4691389538664712,0.3710269097647122,Iris-setosa
+15,5.5495205704568775,2.432147683071537,3.8094829047092253,1.0618874012690696,Iris-versicolor
+16,4.940094431274829,3.455385064629003,1.5236759670649553,0.20516491152940766,Iris-setosa
+17,7.592282300609064,3.0,6.620517762498016,2.0884505296640548,Iris-virginica
+18,5.608878865356499,3.0,4.079672240421197,1.294172893156735,Iris-versicolor
+19,5.958523579990957,3.412205884019628,4.485186401239125,1.5881447320759563,Iris-versicolor
+20,5.025952948104878,3.3565927441952264,1.574227969240692,0.43587852878266575,Iris-setosa
+21,4.616558838487815,3.57810475764008,1.0000004803529525,0.19973568436916894,Iris-setosa
+22,6.106389321395384,3.0,4.604051199186561,1.4128248550773839,Iris-versicolor
+23,5.886462408515969,3.2138333185985446,4.809006751062819,1.7978929291572634,Iris-versicolor
+24,6.880003445137899,3.1234627829824757,5.106852499585989,2.2875733163100556,Iris-virginica
+25,6.220580511428125,3.3788014731206624,5.394722953695958,2.2917387132336264,Iris-virginica
+26,4.803688239528176,3.0,1.394881007447177,0.10000011482184241,Iris-setosa
+27,7.9,3.7704347391713657,6.344325205933149,1.9558673966933098,Iris-virginica
+28,5.386781107287593,3.4097727504055513,1.494475600257752,0.48056257376345857,Iris-setosa
+29,6.690785535181077,2.493047103502275,5.7398266394386415,1.7949647259034645,Iris-virginica
+30,4.492640984862022,2.2881147101305346,1.3037121239540588,0.3013447864814273,Iris-setosa
+31,6.710069243805603,3.0,4.996709365362055,1.6989056433222243,Iris-versicolor
+32,6.302833758123264,2.7117428097857075,4.894053335667179,1.7843200304548954,Iris-virginica
+33,7.707793850737261,2.794477440839011,6.701896106305392,2.0022002196354984,Iris-virginica
+34,5.0287221167001155,3.5963513483335676,1.404596482215334,0.20236972982721696,Iris-setosa
+35,6.227301614149406,3.3967737281679655,5.418101611729245,2.3069698116008777,Iris-virginica
+36,5.990483397063872,3.4034684111478097,4.530051165771356,1.617873655831409,Iris-versicolor
+37,5.2004500481594595,3.3325473648714494,1.5610798134173927,0.4446944263761372,Iris-setosa
+38,5.392007388528509,3.393357259944148,1.6589314300539253,0.2022838634805693,Iris-setosa
+39,5.498329958554704,2.586812916717254,4.362980862150187,1.18233753052373,Iris-versicolor
+40,5.987135426553504,2.914908227791694,4.490655861764788,1.349742639933512,Iris-versicolor
+41,6.6875637201281855,3.291586492427197,5.674453668890167,2.095352825510946,Iris-virginica
+42,6.711006721738014,3.0,4.999086730544222,1.7069035571630464,Iris-versicolor
+43,5.787476088559069,2.7964255118084473,5.085779030697568,2.4063971951900367,Iris-virginica
+44,5.406828160235761,3.9143097159317835,1.3238569602568426,0.3739473514675762,Iris-setosa
+45,4.99524766412834,2.0000006447089684,3.4568336287365002,1.0046117896893785,Iris-versicolor
+46,5.103317414702581,3.6725232406583914,1.5060737967983084,0.44181120975113586,Iris-setosa
+47,4.600563468056256,3.6397230903629825,1.0000003661926773,0.20290454308187528,Iris-setosa
+48,5.78999915570399,2.678838965295534,4.110829603084325,0.9406536631740483,Iris-versicolor
+49,6.449449978405152,3.1779668432940746,5.085462856575046,1.9773425624831888,Iris-virginica
+50,5.815532628044563,2.705592936081262,5.1278889343044805,1.887265491253367,Iris-virginica
+51,6.243313595505009,2.1800794439399707,4.458584499138631,1.4929876648918785,Iris-versicolor
+52,5.567159848592766,3.0,4.4395071729282405,1.4476977376180775,Iris-versicolor
+53,6.306307251626411,2.283867126733066,4.385947468788692,1.3022661002861968,Iris-versicolor
+54,6.029075776799109,2.799614674256342,4.679469105361456,1.2147828021896958,Iris-versicolor
+55,5.807053840754,2.701350186715393,5.098496275630757,1.9068200758854958,Iris-virginica
+56,5.887296023922563,3.197496316067925,4.791446715906329,1.7874786540349974,Iris-versicolor
+57,5.917159132566259,3.21677976847421,4.788625489679507,1.7849969437287883,Iris-versicolor
+58,7.704282117996018,2.58891385262329,6.9,2.2984954254894956,Iris-virginica
+59,6.504847039761056,3.0,5.795663990497055,2.2086753370584846,Iris-virginica
+60,6.167660985341115,2.199617014769821,4.4792694956855685,1.4965873039131585,Iris-versicolor
+61,6.323953305994402,2.485263955577543,5.034016425225239,1.895127194801372,Iris-virginica
+62,5.878097841949431,3.0,5.131500624804094,1.801494007011692,Iris-virginica
+63,6.294571045613981,2.7024724652817915,4.8845046756977055,1.803031899951181,Iris-virginica
+64,5.459841515530031,3.0,4.495337485525145,1.484444285871024,Iris-versicolor
+65,5.567427516586461,2.503436217103011,3.855155129965846,1.1110372570980231,Iris-versicolor
+66,4.922133979383361,3.151133506436485,1.5085553608477549,0.1,Iris-setosa
+67,6.305010409815547,2.306803006305398,4.442961233174552,1.3110839485831525,Iris-versicolor
+68,5.033139184488358,3.3541507137317246,1.6981789268385517,0.4438377541361769,Iris-setosa
+69,7.2676383182186,2.9704624870668885,6.185348499787902,1.9759316526557176,Iris-virginica
+70,7.689883384904348,2.7953867160849635,6.695225036395577,2.0177243067141193,Iris-virginica
+71,6.526394530349841,3.0,4.375609247539993,1.3727746850077676,Iris-versicolor
+72,6.508851715231712,3.0,5.876229569233953,2.189756737173619,Iris-virginica
+73,5.574807498529773,2.9828560838372913,3.8807910791804208,1.2940502862274843,Iris-versicolor
+74,4.81190881983335,3.407004638872842,1.7019900392821103,0.19768520680723592,Iris-setosa
+75,4.499411589422604,2.332817211117961,1.3135992641451026,0.33610695473628244,Iris-setosa
+76,5.222704729956983,3.4061440828859366,1.3960035488037317,0.19926684172469133,Iris-setosa
+77,4.977569096141856,3.0,1.8658315887355434,0.19953998176957,Iris-setosa
+78,6.553000595669447,3.0,4.382600104992789,1.3820327959685623,Iris-versicolor
+79,4.400000582778229,3.1971338584312816,1.2597664458224882,0.1992458000554068,Iris-setosa
+80,4.993040434556576,3.391241863347356,1.5771497746619736,0.4232592547510999,Iris-setosa
+81,5.678281447227653,3.0,4.0798542902537775,1.2091709701297153,Iris-versicolor
+82,6.128483333963981,3.0,4.586512157093294,1.4253631478671964,Iris-versicolor
+83,4.607195954838026,3.2052820368916604,1.3951584310016054,0.2029819277786193,Iris-setosa
+84,4.904422393496284,3.0,1.393869572487489,0.2007220206348288,Iris-setosa
+85,5.012865022112892,3.616065031253939,1.3840503105515338,0.19956340689614877,Iris-setosa
+86,5.030126364724345,2.0,3.4534962258291313,1.0418487854054161,Iris-versicolor
+87,6.185914216218198,3.417461666440788,5.421584166217961,2.3200199381035356,Iris-virginica
+88,6.448061883726782,3.0,5.459795491720299,1.7827164003288714,Iris-virginica
+89,5.090778117348911,3.332306354696859,1.5772526972499374,0.5152222441634613,Iris-setosa
+90,4.601791460599426,3.2229795643868884,1.4078987449865676,0.20334707694537524,Iris-setosa
+91,6.172594764587141,2.204212898415089,4.5128897419994445,1.4958980206474681,Iris-versicolor
+92,6.004026248765607,2.893521962553253,4.491977120270957,1.5056693833516326,Iris-versicolor
+93,5.456140194492669,3.0,4.49775917193535,1.5107552342741624,Iris-versicolor
+94,6.47944531074266,3.0,5.829173017390958,2.1927583239815136,Iris-virginica
+95,7.622037493299616,3.0,6.6190578925828545,2.1040826820754366,Iris-virginica
+96,5.516353508913615,4.199999077694991,1.402470914686737,0.2015669329873968,Iris-setosa
+97,7.701743691814241,2.6187446872734794,6.9,2.3084216376052655,Iris-virginica
+98,7.059663471764993,3.0,5.876388253890168,2.1005944647726844,Iris-virginica
+99,5.556914016830682,2.4650480959153014,3.785965895680418,1.0609702320926222,Iris-versicolor
+100,5.410154359589779,3.874363356026562,1.2976785333069034,0.37399409747040246,Iris-setosa
+101,7.609473813271421,3.0,6.5981393166936515,2.0934494806504738,Iris-virginica
+102,5.9688438205272165,3.4121535811808927,4.453859473865955,1.5949156270973608,Iris-versicolor
+103,6.695233718528529,3.0,4.96534256505375,1.6878003462000861,Iris-versicolor
+104,5.423024042090096,2.4164271932134684,3.7564340176909834,1.0246861822484843,Iris-versicolor
+105,5.77978730297329,2.7972226046374704,5.187051874879717,2.4060433376462846,Iris-virginica
+106,4.804758656041188,3.3906245846999274,1.5761365363624948,0.20239326844786149,Iris-setosa
+107,7.721188793033397,2.8221748610114914,6.703463401539982,2.0115232363237765,Iris-virginica
+108,4.579753736191089,3.634764186750395,1.0,0.20007402729640994,Iris-setosa
+109,5.798851970979191,2.6791359736659466,4.117876613497628,1.0057291051297013,Iris-versicolor
+110,7.651628750046559,3.0,6.638126914384749,2.0839060926911586,Iris-virginica
+111,4.7896424044437245,3.4068672072360906,1.7250994003304663,0.19916703843678396,Iris-setosa
+112,5.37781014258085,3.3947185718483985,1.5764272569072855,0.2014844453640718,Iris-setosa
+113,4.898925539390685,3.0,1.4126352005999028,0.2025622957258499,Iris-setosa
+114,6.697737462030704,3.0,4.99741164489314,1.6987155978236772,Iris-versicolor
+115,5.793590247103607,2.701791668572806,5.112679237948514,1.9007736565467106,Iris-virginica
+116,4.819577095397328,3.386982970999304,1.9478824567274182,0.1985702590182323,Iris-setosa
+117,6.709672908111408,3.076043757013605,4.794859862691433,1.583260252779087,Iris-versicolor
+118,4.900284148238072,3.0,1.4097410196574083,0.19868020861682473,Iris-setosa
+119,5.0142166623325775,3.0,1.567770791615727,0.20218600871590953,Iris-setosa

iris/tab_ddpm/7_4/10/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/7_4/10/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+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/7_4/10/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/7_4/11/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.102867459669922,3.2865228076034203,1.7175777864598472,0.520623389765289,Iris-setosa
+1,6.201784937896627,3.389709727549886,5.406412026247624,2.2948484480140667,Iris-virginica
+2,6.775386539311919,2.8170544547697776,4.810525645785041,1.416408205184495,Iris-versicolor
+3,5.702066334921343,2.881630320825635,4.247219808192971,1.3191771663755791,Iris-versicolor
+4,4.940949765034963,2.396813769763675,3.2111007169891677,1.0238517391080253,Iris-versicolor
+5,4.9035548392308765,3.1052124022655305,1.5075195847061351,0.10000013146677421,Iris-setosa
+6,4.81109715378847,3.0,1.4393189462206066,0.10000009985719939,Iris-setosa
+7,4.7946996993582465,3.0,1.3700158800841424,0.1,Iris-setosa
+8,6.690289792638116,3.2979074210138033,5.721593187398459,2.499999541236223,Iris-virginica
+9,5.487509556844563,3.0,4.510210433897892,1.5000057672610934,Iris-versicolor
+10,6.902255687740022,3.1405961849529698,5.832160811524785,2.2838527378600504,Iris-virginica
+11,4.914953879848034,2.419170265326882,3.25757436431535,0.9941096799745821,Iris-versicolor
+12,7.352587544984141,3.0,6.297445266255151,2.0517046511949557,Iris-virginica
+13,4.971063544104336,2.4194417134742796,3.50033718382913,1.0016271574585076,Iris-versicolor
+14,5.126740773632583,3.3118533651098234,1.7177769077140235,0.499841358042283,Iris-setosa
+15,5.405224365105816,3.4160023439239016,1.8485371877485854,0.2009104965257455,Iris-setosa
+16,7.899998666767214,3.7888033554029774,6.40447051452923,1.9970907133796991,Iris-virginica
+17,4.869266676065677,3.045256103019147,1.4670868909372754,0.10000009398899322,Iris-setosa
+18,5.804729258415678,2.6981199089048644,5.100907606422114,1.9010462407517386,Iris-virginica
+19,5.992599228794356,3.376822214339063,4.518420451544129,1.605827426177936,Iris-versicolor
+20,6.05441396387252,3.0,4.497402909621594,1.398561938428502,Iris-versicolor
+21,7.703052755204348,2.607341374183613,6.899998726421672,2.3051155858377634,Iris-virginica
+22,6.694426230018488,3.292798755105012,5.6885524797822855,2.49999953055953,Iris-virginica
+23,6.683528817251048,3.3172189936940257,5.710906787413462,2.119393078407922,Iris-virginica
+24,5.522585242072896,3.0,4.509061709367323,1.5021982294104563,Iris-versicolor
+25,6.5051165773724815,3.0,5.8267973689186405,2.206417089749589,Iris-virginica
+26,6.041483267900064,2.231597166624436,4.151183729739522,1.073417713358238,Iris-versicolor
+27,7.9,3.8285801631891707,6.399448005872338,2.006917562357966,Iris-virginica
+28,4.99822458479549,3.0,1.576675777821942,0.2005689031725675,Iris-setosa
+29,6.613164042435897,3.0,4.468838601352608,1.3922017267866993,Iris-versicolor
+30,6.206450639986332,2.264845990604832,4.327479675066217,1.1961217158726125,Iris-versicolor
+31,6.6930599769753805,3.0,5.01587399175705,1.7034681745112503,Iris-versicolor
+32,5.412220975944121,3.9204787248200317,1.2731826137138926,0.4180134047648999,Iris-setosa
+33,5.381352611432741,3.4062403446193765,1.5918228698527839,0.20089736060576338,Iris-setosa
+34,5.063383645114938,3.3162653504351907,1.649200796244919,0.484235782209953,Iris-setosa
+35,6.671649557574324,3.287676851278805,5.6366885476715085,2.5,Iris-virginica
+36,6.2554568335474325,2.893343177654129,5.574894238205317,1.7943521967188658,Iris-virginica
+37,6.100324824825395,2.8044591796145713,4.688199965030294,1.21677922180737,Iris-versicolor
+38,4.991433943504162,3.607063919619674,1.404107000921939,0.20150672903945305,Iris-setosa
+39,4.795293872066325,3.377231315585567,1.7007604106069114,0.20151893863392295,Iris-setosa
+40,5.607479321074181,2.734838582868382,4.473221945469741,1.2693082754363136,Iris-versicolor
+41,6.703746025329327,3.3060610384541502,5.686898031685493,2.5,Iris-virginica
+42,5.729036647447173,2.4734812589641684,3.965734852961949,1.0409138576170611,Iris-versicolor
+43,5.000042720252877,3.592622688881618,1.4002411067745661,0.197160101542536,Iris-setosa
+44,5.139137332725452,3.5331420126634434,1.4271291790585126,0.19835054575145283,Iris-setosa
+45,5.5435364218931555,2.403072778894712,3.790565763910938,0.9160328051824256,Iris-versicolor
+46,5.44935352831351,4.2,1.3816029574331643,0.20355955589981473,Iris-setosa
+47,4.898421204931002,3.1165615081149403,1.5073697431738178,0.1,Iris-setosa
+48,4.4,3.207329325885884,1.301497696427299,0.19717683339983932,Iris-setosa
+49,4.980895007670627,2.0,3.4362441479094463,0.9641313875719066,Iris-versicolor
+50,6.0237069921389335,3.389360033881358,4.530741899485034,1.6134014398304508,Iris-versicolor
+51,5.10859306267528,3.4999811171747433,1.4099050682639178,0.20696827260548148,Iris-setosa
+52,6.884053575154611,3.097275327537132,5.082014800290317,2.298327187985112,Iris-virginica
+53,6.092191006923356,2.791122780970928,4.69880412101298,1.193943228544387,Iris-versicolor
+54,6.686679449260961,3.2955037258024342,5.73134898710647,2.499999631342689,Iris-virginica
+55,6.700227576344392,2.500969026957187,5.848201837060749,1.808757984371829,Iris-virginica
+56,6.283174419721938,3.331524948142645,4.678292107399956,1.5967351081595453,Iris-versicolor
+57,4.4,3.1629698492376903,1.3000656971293754,0.1890023989398574,Iris-setosa
+58,4.814706822345518,3.413973859205737,1.9767645780819114,0.19896374684421808,Iris-setosa
+59,7.711776624495432,2.5808732872641134,6.899999002135465,2.295986574125641,Iris-virginica
+60,5.99182656292653,3.4022357324927386,4.4810549940940305,1.6004681564137844,Iris-versicolor
+61,6.20731555925519,2.220093279993559,4.492285635125246,1.4619496863047616,Iris-versicolor
+62,6.9860883079290605,3.089968844347846,5.073270392328972,2.3122486644037026,Iris-virginica
+63,4.60711965785286,3.1917416047436507,1.40629498754995,0.1960103265615506,Iris-setosa
+64,7.317615784059761,2.898539499261419,6.259577684031282,1.8094167495071694,Iris-virginica
+65,6.098709237793119,2.807550952140634,4.697439410912132,1.1881323662363665,Iris-versicolor
+66,6.70592319466572,3.0,5.0033995032929495,1.7018032988272789,Iris-versicolor
+67,6.495810816488735,3.0,5.775303664202457,2.1839710945299244,Iris-virginica
+68,5.011091855718408,3.398174694689967,1.6853517970416776,0.4213155632593287,Iris-setosa
+69,6.260193725934905,2.893058749486868,5.583381423332215,1.7872096266692392,Iris-virginica
+70,6.297573444085803,2.471373678532271,4.995506434166434,1.900117344320703,Iris-virginica
+71,6.29887825973009,2.688152337328829,4.876830431213693,1.7802557357505189,Iris-virginica
+72,4.594931356396314,3.182402994538958,1.3961044227562023,0.2024510253543586,Iris-setosa
+73,7.899998943546976,3.833714416197343,6.414856992666067,1.9913653645276184,Iris-virginica
+74,6.118866286346422,2.8043465998043,4.72691296639449,1.2037006618288788,Iris-versicolor
+75,5.80904216501526,2.7859038429992817,5.08470859066922,2.399220397516026,Iris-virginica
+76,5.51143506736855,4.2,1.3626805368540316,0.20615945565112193,Iris-setosa
+77,6.387555152868522,2.8909651995236154,4.291933283201823,1.2871786103101526,Iris-versicolor
+78,6.685497006166476,3.0,4.992967241074357,1.7020987571623394,Iris-versicolor
+79,5.785415782620202,2.694162617718046,5.099754485167449,1.8958235409040973,Iris-virginica
+80,5.219887911893166,3.249608012336034,1.686874289631319,0.20364592101701137,Iris-setosa
+81,6.3902658852225525,3.2324043467486234,4.747382198210992,1.5866008064023263,Iris-versicolor
+82,5.676597339611296,2.8759642673856165,4.111370019274845,1.3081070172801657,Iris-versicolor
+83,5.006408154215892,2.0,3.497366340483402,0.9440367693408689,Iris-versicolor
+84,6.4887058297937985,3.2205862167737833,5.1162797416196515,2.019485275089689,Iris-virginica
+85,4.605133344852097,3.628215993096524,1.0,0.1945265821342913,Iris-setosa
+86,6.29277935097896,2.712662860571531,4.891742494426979,1.7946985064128924,Iris-virginica
+87,5.087060603889727,3.6472493946712405,1.4986957411141766,0.41136151283081546,Iris-setosa
+88,5.9654845064075674,2.1947463174642907,3.946977252597302,0.9587470157392004,Iris-versicolor
+89,5.897527254805119,3.2074221050405973,4.825470191108122,1.787784856170732,Iris-versicolor
+90,5.500080465367484,4.2,1.3941755413767167,0.2034206733942509,Iris-setosa
+91,5.664985394616219,3.0,4.207107057425174,1.223728509745052,Iris-versicolor
+92,4.759007563921463,3.3927010796679515,1.9032847422486667,0.20034601543960173,Iris-setosa
+93,5.088051471425827,3.7144092000476516,1.4984748263992214,0.35585434866798066,Iris-setosa
+94,5.030582756423905,3.584303102520493,1.3819420957921393,0.19707058512271752,Iris-setosa
+95,5.825469737793006,2.7995081034795803,5.16567176732988,2.4018998509184777,Iris-virginica
+96,5.056317154431711,3.34014232164061,1.6495982276706371,0.47834560234724566,Iris-setosa
+97,6.306352484240588,2.49764727157668,4.99486856799648,1.897167839134584,Iris-virginica
+98,5.396349360295478,3.382062062933672,1.5736786019932496,0.19734652174223544,Iris-setosa
+99,5.799330367057056,2.8055639517838245,5.187939652629084,2.403445588807238,Iris-virginica
+100,6.68767400238697,3.0,4.992128860753916,1.6786929510113597,Iris-versicolor
+101,5.617078405941298,2.9048708309306046,3.744745795833647,1.2921142317237793,Iris-versicolor
+102,5.447995454629374,2.588549499911295,4.400961863539142,1.2076798716976738,Iris-versicolor
+103,5.8035941679812755,2.7133740374847894,5.137395067096815,1.9010610437715711,Iris-virginica
+104,5.66414061118289,2.6650410666546596,3.9784165702563943,1.153105264885574,Iris-versicolor
+105,4.787850802385458,3.0,1.4017132838348398,0.29762493743580404,Iris-setosa
+106,5.692543114067324,3.0,4.207465650451898,1.216320590371673,Iris-versicolor
+107,5.596612424562634,3.0,4.046116837810323,1.2967468662153874,Iris-versicolor
+108,6.723808791429744,2.504164773045467,5.894251804458965,1.808677451838089,Iris-virginica
+109,6.816737954572996,2.790226471134875,4.814671365904431,1.4027001097789042,Iris-versicolor
+110,5.571134134011502,3.0,4.505676817007094,1.4583986155456146,Iris-versicolor
+111,6.819552482075704,2.8031982784722023,4.828418109689682,1.4003990432137212,Iris-versicolor
+112,5.779015868960705,2.906017391487857,4.2910108128917095,1.3278638168902632,Iris-versicolor
+113,7.9,3.770981483385108,6.401220553293771,2.0129249948827863,Iris-virginica
+114,4.592722424912131,3.633901384982419,1.0,0.20288788707527564,Iris-setosa
+115,7.698985927396845,2.8103088558998692,6.695935408054099,2.0091883378462176,Iris-virginica
+116,5.393759797410617,3.3828639269977248,1.5032510750737194,0.45408059590603966,Iris-setosa
+117,6.699075806713059,2.4955487655955473,5.792972829233658,1.7959432817803915,Iris-virginica
+118,6.285149913446555,2.521011757043191,5.0070795961954975,1.8975349998311497,Iris-virginica
+119,7.9,3.8275294344064448,6.374848007555597,2.0137846879067243,Iris-virginica

iris/tab_ddpm/7_4/11/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/7_4/11/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+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/7_4/11/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/7_4/12/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.5155952846114085,3.192185170045085,5.093620890106245,2.0188092267416278,Iris-virginica
+1,6.5316782539272795,2.987348714577423,4.367060347853886,1.3582020893508888,Iris-versicolor
+2,5.4732403903190665,4.2,1.3894896487838426,0.19700031179617772,Iris-setosa
+3,5.001281119562993,3.0,1.6234542685462143,0.2036712854433727,Iris-setosa
+4,7.700580277976721,2.6207275972390027,6.899998781618277,2.296255314787957,Iris-virginica
+5,6.043194512306345,2.7994455600490684,4.66812573961835,1.182433148351475,Iris-versicolor
+6,6.092570305456857,3.0,4.606979468347705,1.4197394025511285,Iris-versicolor
+7,5.793358759256962,2.7040921732948373,4.111532224145277,0.9654330721224846,Iris-versicolor
+8,6.427403219756077,3.1585329547537686,5.097117504073849,1.9894235801117817,Iris-virginica
+9,4.898086084725129,3.0932867930555124,1.479374236322455,0.1,Iris-setosa
+10,4.796996933764285,3.400000954695987,1.7424357589989419,0.20093442717759988,Iris-setosa
+11,5.360402564423863,3.872352152338337,1.2965155188796915,0.40177108259601446,Iris-setosa
+12,7.66329697211029,2.926399749653302,6.66988556891657,2.0484275924988298,Iris-virginica
+13,6.045048954601541,2.22258913441037,4.098459633298655,1.077282144618026,Iris-versicolor
+14,5.440641211296498,3.0,4.494377585313678,1.4867369287562189,Iris-versicolor
+15,5.792817390679192,2.6803096916512903,4.066625285269636,0.9005516551105384,Iris-versicolor
+16,5.9185434505124155,3.2096584088928473,4.815693976460765,1.7804837336305752,Iris-versicolor
+17,4.8064758128314224,3.0,1.4005471359061628,0.3259546821186774,Iris-setosa
+18,5.281373710357647,3.6703734092611207,1.4970049851529517,0.19661993638088338,Iris-setosa
+19,5.431961350976426,3.8157106858707035,1.5180583290895315,0.27660944771516266,Iris-setosa
+20,6.506750455974291,3.0,5.798025271096651,2.1966308515126163,Iris-virginica
+21,6.11361618068215,3.0,4.6098880991027595,1.4162871443659266,Iris-versicolor
+22,6.317186785071969,2.4796162079754787,5.006989372188078,1.8974811747327767,Iris-virginica
+23,4.813692139178295,3.0,1.401557912800787,0.1,Iris-setosa
+24,5.480529270357565,3.0,4.484341660261666,1.4783577357263833,Iris-versicolor
+25,4.608408138707654,3.1996982605197535,1.3995579794945452,0.20386038236243278,Iris-setosa
+26,4.771788396124474,3.4004394258536443,1.57162771348152,0.19812679600907201,Iris-setosa
+27,6.1480325708587635,3.0,4.5822302720181005,1.3931905679749446,Iris-versicolor
+28,5.093064042159707,3.5094643709829585,1.3978645001564411,0.2004443887746905,Iris-setosa
+29,5.825034942648686,2.7103569973666106,4.16648695069821,1.028097419306091,Iris-versicolor
+30,5.815955114425581,2.8194525102464345,5.08811284985867,2.400966694012118,Iris-virginica
+31,6.656077811251186,2.502314979355007,5.7719250607356045,1.8037108952905836,Iris-virginica
+32,5.609345840455478,3.0,4.115596584050476,1.2829383032569783,Iris-versicolor
+33,5.027018156566342,3.205180721974257,1.5114412018472034,0.45881427170032385,Iris-setosa
+34,5.130237009127491,3.5023290531261986,1.3996974335390293,0.20194728122590444,Iris-setosa
+35,4.400000485837641,3.173767262470778,1.3124274858043132,0.19622749020434832,Iris-setosa
+36,6.495329484664569,3.253737309848246,5.208778982219671,2.035815466955096,Iris-virginica
+37,6.4383695662756955,2.897015929377089,4.2822418740461545,1.2892904128784797,Iris-versicolor
+38,6.200586906079162,3.369335611079951,5.454112987487733,2.2896334724262313,Iris-virginica
+39,5.28617385041664,3.6734512538806645,1.4901812778180312,0.1990328704405493,Iris-setosa
+40,6.068231199881086,2.819057584670148,4.640290955141863,1.2917859054836676,Iris-versicolor
+41,5.385784634832505,3.3939429261387866,1.515036750526811,0.41146142817526565,Iris-setosa
+42,5.643587549504677,3.0,4.17242862699721,1.2761013865876072,Iris-versicolor
+43,5.350025424907688,3.0,4.469564397823909,1.505873973552082,Iris-versicolor
+44,6.413665097317773,2.9016223429914216,4.274880102393372,1.3192609438052294,Iris-versicolor
+45,5.1592581927883066,2.3801409143856516,3.446245337143112,0.9365373563397352,Iris-versicolor
+46,6.463140837398256,2.946450456492304,4.330189463066728,1.339243586305312,Iris-versicolor
+47,5.52122824193018,2.440727933898656,3.8363275621307533,1.0133911342542747,Iris-versicolor
+48,5.8425872163133015,2.7994994637853066,4.59709402493807,1.2094916483036755,Iris-versicolor
+49,5.079787023661329,3.7094352626466334,1.4958717346890749,0.3874736123268778,Iris-setosa
+50,5.597534704655955,2.5280281277183527,3.8959525094727057,1.0871388182989343,Iris-versicolor
+51,5.217597634824095,3.342936129655067,1.5327599932198788,0.4373529741227292,Iris-setosa
+52,7.689694273506106,2.604092623262462,6.9,2.301273306246453,Iris-virginica
+53,4.791346723075728,3.397546651451,1.7666143380024297,0.19798481751555655,Iris-setosa
+54,5.876098179880921,3.0,5.136057313435195,1.7835472935641712,Iris-virginica
+55,5.71266125436469,3.8258000519715085,1.8267083970202709,0.2988360326178672,Iris-setosa
+56,5.996245646740905,2.904642725760478,4.500185512911735,1.4772220817554897,Iris-versicolor
+57,6.188900700418553,3.0,4.471063314985084,1.3682039341673082,Iris-versicolor
+58,6.195967585084876,3.4119376210838106,5.408076754435859,2.298772609767049,Iris-virginica
+59,7.698403514696652,2.5736347474091787,6.9,2.292403637260881,Iris-virginica
+60,4.908684012611699,3.1037856886054285,1.4987411402292035,0.1,Iris-setosa
+61,5.630455996403061,2.8072926025157448,3.969053342960918,1.2153087799358562,Iris-versicolor
+62,6.385003598471848,2.8928814718365494,4.289904791595205,1.2872851391151678,Iris-versicolor
+63,5.497192794067669,3.0,4.5260859401141005,1.497671317126548,Iris-versicolor
+64,4.809520644971098,3.402336961456065,1.7235276945408837,0.20164397920963886,Iris-setosa
+65,5.403967974198574,3.393874643799878,1.6647977600240425,0.20119083160430942,Iris-setosa
+66,6.167717436970333,2.2079541547469033,4.497889367572045,1.4693258761228145,Iris-versicolor
+67,5.116244320042866,3.5021975226208806,1.3975487682427499,0.2021028728412295,Iris-setosa
+68,5.840910140711263,2.7808865192223498,4.611253763036235,1.2558149603433513,Iris-versicolor
+69,5.712732955746461,3.0084219372271472,4.6050229644462295,1.591578151862427,Iris-versicolor
+70,6.70729809985948,3.0,5.011754890301923,1.7091483450165104,Iris-versicolor
+71,5.472861690527188,4.199999300621599,1.3961913180306478,0.20810790604302412,Iris-setosa
+72,5.385256697901915,3.8966168709427413,1.2940155349581666,0.37600220519148564,Iris-setosa
+73,5.0059639608588125,2.0000006380554143,3.5338255094280147,1.0207099989323576,Iris-versicolor
+74,5.421906570492111,3.4011184678035713,1.497300062711475,0.41121741125906713,Iris-setosa
+75,6.115422272831414,2.934596340444297,4.612101551857237,1.356386804285291,Iris-versicolor
+76,4.985346100962725,2.0,3.464287933074966,0.9961274282328265,Iris-versicolor
+77,6.313767940260477,2.5405126289077207,4.9946836459923265,1.8873764576872025,Iris-virginica
+78,6.487737026159032,3.0,5.7897543347061555,2.168175942265218,Iris-virginica
+79,5.479630299029699,3.0,4.470814894739906,1.489011796719056,Iris-versicolor
+80,6.819523231066997,2.8054987223443884,4.8155627372537655,1.4086042927264195,Iris-versicolor
+81,5.63928674977633,2.5150563426837755,3.8504960273818156,1.048102750197775,Iris-versicolor
+82,4.905869843571914,2.3980657530352634,3.307441968585244,1.0100249018311402,Iris-versicolor
+83,5.705257961875035,2.5889155548249767,4.009076467539691,1.01729925538682,Iris-versicolor
+84,4.400000530561416,3.196072351982166,1.3206091182788227,0.2038326573290891,Iris-setosa
+85,4.7972524364235865,3.0,1.3891864176711755,0.1,Iris-setosa
+86,6.094085885570325,3.0091321220411342,4.637656517343508,1.4762966852528188,Iris-versicolor
+87,6.265335557735876,2.287324555688039,4.34385100530916,1.2637737653607297,Iris-versicolor
+88,4.685107540864065,3.2186872599050984,1.4074550399196784,0.20195678350448212,Iris-setosa
+89,6.505388407898499,3.0903211058100886,5.246107421522153,1.9348974534177077,Iris-virginica
+90,6.510651958771743,3.192831803224047,5.088548862445018,2.009798503588585,Iris-virginica
+91,5.8992489246958915,3.20655357642612,4.783068695861494,1.7980100727930026,Iris-versicolor
+92,5.563738493468266,2.6866862189171217,4.459890095899686,1.2473996264914535,Iris-versicolor
+93,5.0124167622292175,2.423267326804222,3.522922340070702,1.0263873233865533,Iris-versicolor
+94,7.714174574493012,2.8055424520839773,6.701725900463057,2.000567488595892,Iris-virginica
+95,6.848133790701375,3.0978706198325505,5.092748876301451,2.2868839266898515,Iris-virginica
+96,6.703987053185556,3.0,4.977398324972538,1.6888794771575983,Iris-versicolor
+97,6.239048154873783,3.3635128463314286,5.449238237723213,2.295538439920665,Iris-virginica
+98,4.497088855019665,2.2995666543957665,1.2915604278110921,0.2983894616452816,Iris-setosa
+99,6.673413390963864,2.47109253294056,5.741579315411959,1.7907515590326486,Iris-virginica
+100,7.2653904803551965,3.0,6.211202114020828,2.1163916822851307,Iris-virginica
+101,4.8195017390834884,3.0,1.4040664203224371,0.2942575548774531,Iris-setosa
+102,7.716458678585473,2.54970008676579,6.9,2.298492193907591,Iris-virginica
+103,5.126660613962118,3.5059267078784746,1.400084747077166,0.20230099567939788,Iris-setosa
+104,5.564286567868383,2.50025494556593,3.8683478463876724,1.0959411574163498,Iris-versicolor
+105,5.4129441212224165,3.897449240448371,1.3074170221415238,0.3940719549828791,Iris-setosa
+106,6.835391987949783,3.0814187272813425,5.141252569963784,2.2637119338007037,Iris-virginica
+107,5.560126064621829,3.0,4.482507802336724,1.4853670071038536,Iris-versicolor
+108,6.8149422243996005,2.810196160539816,4.815255826733787,1.4088450014809433,Iris-versicolor
+109,6.013888885131115,2.196365916709308,3.9540302059018186,0.9888944314446078,Iris-versicolor
+110,6.679716707654729,3.295280844136391,5.66651569532422,2.5,Iris-virginica
+111,5.241743365629913,3.655886585618192,1.4550069799660679,0.20080115447866936,Iris-setosa
+112,6.479692657673452,3.0,5.81657801919028,2.2105706394364746,Iris-virginica
+113,5.00700163987379,3.0,1.5760601247351547,0.19443014442772472,Iris-setosa
+114,4.8068227243221076,3.0,1.4090124475328731,0.28733128453840756,Iris-setosa
+115,5.0075889106831,3.611148862900786,1.3914866278868308,0.19829842563077288,Iris-setosa
+116,7.6974733093525955,2.791514919014639,6.704299046285844,1.988861490597051,Iris-virginica
+117,6.215212453842012,2.2358533447817366,4.459570303956339,1.4086362519168083,Iris-versicolor
+118,4.867512350574196,3.357667699312022,1.8029484530572688,0.19898525659186478,Iris-setosa
+119,6.366633556846182,3.2882277627359153,4.720499284692544,1.5882018543015968,Iris-versicolor

iris/tab_ddpm/7_4/12/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/7_4/12/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+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/7_4/12/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/7_4/13/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.801253795661066,2.6770111355697455,5.080531613704356,1.8869015474230977,Iris-virginica
+1,5.665684206277225,3.0,4.14858312764385,1.1975303285195649,Iris-versicolor
+2,5.008390969990847,3.0,1.5751458792138961,0.2001928013084557,Iris-setosa
+3,5.8053637271600955,2.7052914219576345,5.123185418714355,1.8905307482464087,Iris-virginica
+4,6.283019000780376,2.4880976351746464,5.028961949713237,1.9326517127938103,Iris-virginica
+5,5.001043202688553,2.000000514585499,3.4697765831705527,0.9403170013498867,Iris-versicolor
+6,5.000983009770822,3.602268787832658,1.3978113075775505,0.2008396683605249,Iris-setosa
+7,5.473012851546291,3.410383754290208,1.504614048377919,0.36756768410749807,Iris-setosa
+8,4.503676880465874,2.2822741080410878,1.2881744505739545,0.2908318511375114,Iris-setosa
+9,5.002267906086138,2.00000066120608,3.578736501217323,0.9703594750285816,Iris-versicolor
+10,7.517032943703998,3.0,6.510456441723094,2.0844468732914967,Iris-virginica
+11,4.819710479841279,3.0,1.400918070236268,0.10000009036487613,Iris-setosa
+12,6.478429801411969,3.0,5.515931789004087,1.7915851305716255,Iris-virginica
+13,5.210576306061117,3.6345594380416677,1.464069323276134,0.19867716015975295,Iris-setosa
+14,6.390415465322018,2.8827926590317934,4.306670710795803,1.2879540789473995,Iris-versicolor
+15,6.097058307398041,2.796190751980654,4.688204369367268,1.1878705081140621,Iris-versicolor
+16,5.798162992811564,2.805678720179384,5.0997735793698,2.4028410371452056,Iris-virginica
+17,5.886961317041888,3.0,5.082303671166947,1.7911297108733746,Iris-virginica
+18,4.4000004469958816,3.2037543390584453,1.293149130403791,0.19856915510086537,Iris-setosa
+19,7.694543527037568,2.604978404723355,6.899998630585493,2.2928907205261737,Iris-virginica
+20,6.789908751287653,3.2071938595879406,5.8355688398525265,2.2819024603286153,Iris-virginica
+21,5.201710871041701,3.4074609140414043,1.3967721381278786,0.1987327859282924,Iris-setosa
+22,4.802687460203142,3.0,1.4004649295902418,0.10000009512372567,Iris-setosa
+23,6.686759054822031,3.1315198985107964,4.737278050405896,1.5104383570755202,Iris-versicolor
+24,6.307355970032176,2.305002380927787,4.4304450443283665,1.3357625399580642,Iris-versicolor
+25,5.039306527638361,3.3472043395715074,1.6437292514103945,0.46860250008528803,Iris-setosa
+26,6.760592633348542,3.1420102498740063,5.828079272140813,2.281986500276281,Iris-virginica
+27,5.004181923921629,2.0,3.343743481134391,1.026860471048357,Iris-versicolor
+28,5.80101601076684,2.69860205816546,5.091184943095826,1.9028892209065515,Iris-virginica
+29,7.733451492430682,2.5869733582210115,6.9,2.309923725137661,Iris-virginica
+30,6.981851364238784,3.0,5.843212331750745,2.1271854166341577,Iris-virginica
+31,5.377481148274335,3.9325368809393866,1.3016364270683731,0.44741799432947116,Iris-setosa
+32,6.708462121151723,3.0,5.010505399149964,1.7127114952388063,Iris-versicolor
+33,7.713528438391879,2.5904480721120398,6.8999989383710805,2.295400229234175,Iris-virginica
+34,6.193307768252278,3.392213539480877,5.373568015451008,2.2807631607883363,Iris-virginica
+35,4.879500076698644,3.0,1.3945232344412526,0.20009829473609628,Iris-setosa
+36,4.909619725860576,3.118969635395359,1.505077093222652,0.1,Iris-setosa
+37,6.178088739203012,2.9530395568305834,5.436357958344507,1.7678043177787433,Iris-virginica
+38,6.126367414675691,3.3609509537472633,4.578402221718902,1.6108391420455799,Iris-versicolor
+39,5.792847154768522,2.7130667048605606,5.094279003022186,1.8998130742210517,Iris-virginica
+40,4.805182133648753,3.0,1.3910324309941697,0.29553985934406074,Iris-setosa
+41,5.252094712479089,3.685288637612007,1.469155347526691,0.2233548178084839,Iris-setosa
+42,4.898407593191994,3.0,1.403264876104202,0.2010094952107729,Iris-setosa
+43,5.5886703139138545,2.6797218550024673,4.476255064570016,1.2243329487303491,Iris-versicolor
+44,4.493082962481229,2.303127696433332,1.2865890497634351,0.3107889993180442,Iris-setosa
+45,4.400000565537337,3.1735670672524776,1.3022085846037443,0.20436315702981822,Iris-setosa
+46,6.308778424370459,2.9039864265080233,5.610904144957818,1.7956510599148965,Iris-virginica
+47,5.209635840177987,3.3910913831155978,1.4003488569438216,0.20054870715881457,Iris-setosa
+48,6.504430244430753,3.198919114490184,5.098927518525054,2.002931025876691,Iris-virginica
+49,4.783707044798321,3.4037873155432137,1.7240542615989989,0.20047495916529837,Iris-setosa
+50,5.495295096531071,4.2,1.4039742308618044,0.2059244862104677,Iris-setosa
+51,6.4924484284812385,3.2105252429803817,5.114744183190966,1.9923926998405135,Iris-virginica
+52,4.975223719425239,2.0,3.538737925623941,0.942597201314529,Iris-versicolor
+53,5.70670974346361,3.801671559204661,1.8766243087578505,0.32170487496485,Iris-setosa
+54,6.503232267104817,3.0,5.811380435282207,2.2093515154862944,Iris-virginica
+55,6.712083313764846,3.3149047352576364,5.68803458466024,2.499999510323495,Iris-virginica
+56,5.0115841720043495,2.0,3.5386916629117073,1.0110865594209506,Iris-versicolor
+57,7.694870632033239,2.5805610182739955,6.9,2.29891079280453,Iris-virginica
+58,6.536038528479873,3.112613705684322,5.268218474477269,1.9334073135170389,Iris-virginica
+59,5.005348092036152,3.0,1.6007463126750106,0.20093074566488633,Iris-setosa
+60,5.7991739027201,2.6974900178634007,5.09888074006527,1.8935954337727579,Iris-virginica
+61,6.8432976892388675,3.1727658202757825,5.570275369735287,2.2804869707910718,Iris-virginica
+62,6.535579157904038,3.0,5.788129926707102,2.194998433331725,Iris-virginica
+63,5.1655311883801005,3.7551735753984135,1.459599555307664,0.3689777298033651,Iris-setosa
+64,7.679916353045589,2.796279092472954,6.696575105555686,1.9885624530693427,Iris-virginica
+65,5.330210860267689,3.6959704807699567,1.5131547317027432,0.19918520981570914,Iris-setosa
+66,6.803976959542787,3.1759004618097264,5.916643483308176,2.310539408013577,Iris-virginica
+67,4.4,3.2053361987229847,1.2943188154077745,0.19015653332570936,Iris-setosa
+68,5.515398347243527,4.2,1.409024857622597,0.21051610410404084,Iris-setosa
+69,5.687682763570659,2.8777360321409486,4.21112653883969,1.2956681872831002,Iris-versicolor
+70,4.503866023723868,2.3285542789929745,1.2986636364415733,0.3608258555794848,Iris-setosa
+71,4.9738868901375035,2.0,3.465054614128934,0.9795673299776331,Iris-versicolor
+72,4.622829012976045,3.179941297400499,1.4047818224754185,0.1981639091445202,Iris-setosa
+73,6.119094652385483,3.0,4.599117533675607,1.3990330545524206,Iris-versicolor
+74,4.779711073679475,3.0,1.3777895046155115,0.10000010168359769,Iris-setosa
+75,7.594257535159086,3.0,6.555448422480806,2.0953073466415177,Iris-virginica
+76,4.582849148859042,3.19548617025097,1.3916062425123499,0.1997335240569082,Iris-setosa
+77,4.789178277823277,3.0,1.4062568439185865,0.35339632086535094,Iris-setosa
+78,6.814884586753025,2.7908905461357643,4.8191168910724675,1.3959889202563602,Iris-versicolor
+79,6.717753229393565,3.3284115391894518,5.6966333537241765,2.49999959123807,Iris-virginica
+80,5.818909756814168,2.7054250984362387,5.091766297493105,1.9147838967069912,Iris-virginica
+81,5.00230952778672,3.0,1.5808628059631906,0.19956425966404018,Iris-setosa
+82,4.790413923803978,3.0,1.3927388783778176,0.2943476432554423,Iris-setosa
+83,5.530283055151224,2.4077795229003995,3.8357699561111382,1.0274936125707173,Iris-versicolor
+84,6.692370847686566,3.292887020360981,5.681479413441503,2.1011898078220863,Iris-virginica
+85,6.896630328882889,3.085841239641307,5.1229706957058525,2.3011294725140305,Iris-virginica
+86,4.800756382005076,3.0,1.4049607337700518,0.2914328452499356,Iris-setosa
+87,7.704663592232114,2.8045186238411417,6.7108605792542,1.998216626294142,Iris-virginica
+88,6.506115283036819,3.0,5.792965954723272,2.212735976253668,Iris-virginica
+89,5.812618263069619,2.8036943506594514,5.1199131957069355,2.4058106447668086,Iris-virginica
+90,6.1064835612781545,2.805554433424519,4.715974850226498,1.1921177684344593,Iris-versicolor
+91,6.303818850710952,2.6956311016358145,4.936478282369838,1.7949217848592056,Iris-virginica
+92,7.670755187676749,2.6191114986865136,6.89999861240565,2.2961955174406947,Iris-virginica
+93,5.818853762418389,2.809767595570486,5.099636572871369,2.3938385012795194,Iris-virginica
+94,4.8991514933390565,3.1301530917074953,1.4871146340208157,0.1,Iris-setosa
+95,7.723089277187352,2.604268356727462,6.9,2.304765764058979,Iris-virginica
+96,7.720566571867504,2.6076055186686946,6.9,2.3185441414136614,Iris-virginica
+97,7.291465891333495,3.0,6.24982476592655,2.128026156214526,Iris-virginica
+98,4.884830892433807,2.4013598858056047,3.1352599711125864,1.0031692763394746,Iris-versicolor
+99,7.743117445444578,2.6259499705392964,6.9,2.3032011645453836,Iris-virginica
+100,7.9,3.8365384302975127,6.433349861317931,1.9989914388725512,Iris-virginica
+101,6.004023080398439,3.400758874975101,4.518627004171543,1.6009089267487995,Iris-versicolor
+102,7.604352952469693,3.0,6.58418547615118,2.0951314014134352,Iris-virginica
+103,5.972139486028596,3.40724084145109,4.478431192251516,1.5998506510456991,Iris-versicolor
+104,7.9,3.8368521410502394,6.384535139146416,1.9984414255528915,Iris-virginica
+105,4.802139149030942,3.0,1.3984574324881784,0.32693708455731507,Iris-setosa
+106,7.102334814048052,3.0,5.864097532072767,2.1130134050575924,Iris-virginica
+107,5.698495650700398,2.8746877303797103,4.1246055470677545,1.299187627682651,Iris-versicolor
+108,7.367511661578601,2.8897031308061303,6.368262561670528,1.8157491903895768,Iris-virginica
+109,6.022370071710917,2.9014208403960637,4.468882403787508,1.5227189908095269,Iris-versicolor
+110,6.4913073558962076,3.0,5.845125277487651,2.2200055330369683,Iris-virginica
+111,5.822177710092522,2.8037396469318456,5.117393058600415,2.400195807517936,Iris-virginica
+112,5.652650027664909,3.0,4.076185998866449,1.2684696478446078,Iris-versicolor
+113,5.7518415860278305,2.8053090314259963,4.086327123435577,1.0716664356188486,Iris-versicolor
+114,5.810603850744865,2.9379552117707335,4.497077373089522,1.4013149328362733,Iris-versicolor
+115,5.406433391666591,3.4195063298626756,1.4677467357533944,0.30300852014370877,Iris-setosa
+116,5.560118842263737,4.2,1.4205166275211374,0.20105360760635885,Iris-setosa
+117,7.8999988986094145,3.817473897734037,6.429287728747149,1.9668113610340634,Iris-virginica
+118,4.99854510601433,3.4063131997570815,1.6377201117849425,0.40201427988602184,Iris-setosa
+119,6.5395775896763,3.0,5.510250263050361,1.7991587083371245,Iris-virginica

iris/tab_ddpm/7_4/13/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/7_4/13/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+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/7_4/13/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/7_4/14/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.529665001937679,2.423545256531269,3.720686796235974,1.0093930064200558,Iris-versicolor
+1,6.393621781728176,2.902671363470399,4.305563878271313,1.3007763013950338,Iris-versicolor
+2,6.005451099534805,2.7906177567918213,4.659263731370344,1.1716686064219894,Iris-versicolor
+3,4.978053647158716,2.0,3.230314345677632,0.983210153853832,Iris-versicolor
+4,5.580978291820505,2.9555773451472986,3.6685909009572573,1.3153901012544955,Iris-versicolor
+5,4.59834057433938,3.6321724669726323,1.0,0.2021900519373872,Iris-setosa
+6,6.503015861165562,3.0,5.512414110428362,1.8006826663669153,Iris-virginica
+7,6.511828318989171,3.0,5.478786751374848,1.8031409478416056,Iris-virginica
+8,4.599192426901355,3.181310728681606,1.3986785418678116,0.19654052081595375,Iris-setosa
+9,5.197335242508088,3.4080860905313908,1.3988740150166432,0.20151198422345,Iris-setosa
+10,5.728460478230563,2.8149030975039087,4.502808866006125,1.3220447510933877,Iris-versicolor
+11,6.313850451582192,2.7191022206952824,4.918579011746567,1.788272259085452,Iris-virginica
+12,6.3384848302811525,2.938399314145546,4.327743300858204,1.3124495979700133,Iris-versicolor
+13,5.393418882189768,3.4051820728704545,1.6881362228988415,0.20165901473149192,Iris-setosa
+14,5.012007531918854,2.0000007475836394,3.5531072512382043,0.9230231456181217,Iris-versicolor
+15,4.889514883580126,3.0,1.400247414097401,0.1928984257426722,Iris-setosa
+16,7.339101613510092,2.904491599782071,6.31584112328571,1.792779401815669,Iris-virginica
+17,5.620133743385971,3.0,4.058221687322091,1.263688432949473,Iris-versicolor
+18,6.922450548551612,3.1151854086814175,5.084343254170484,2.295014258633929,Iris-virginica
+19,7.22410171623498,3.0,6.129826007538794,2.0748742680372096,Iris-virginica
+20,6.703739648953103,3.306545416271789,5.691758051113339,2.093189683686544,Iris-virginica
+21,5.39448537558135,2.4231294253713886,3.728554839515324,1.0296766860280004,Iris-versicolor
+22,6.105442145394664,2.8006610204594224,4.698734051652551,1.198908184710754,Iris-versicolor
+23,6.72441324780121,3.1107741657888233,4.720455087637874,1.50526108086265,Iris-versicolor
+24,5.413021995687763,3.411874781199605,1.5216202749291863,0.42548656124643225,Iris-setosa
+25,6.291682537210215,2.3124683522260896,4.4000458724899385,1.2958794711064279,Iris-versicolor
+26,6.704750334739325,3.2922450998732637,5.673837813518649,2.105840594865708,Iris-virginica
+27,5.937575315792051,2.888894721747752,4.5166040387031465,1.4640345053423047,Iris-versicolor
+28,6.727771761800239,3.2538382125697503,5.810082273644544,2.1565645773377935,Iris-virginica
+29,6.094526576692005,2.8028940686881154,4.703500491550714,1.2045891004493738,Iris-versicolor
+30,5.96917646114517,2.9091477139533373,4.512781302604533,1.4975467182211404,Iris-versicolor
+31,6.718459930158741,2.504089527086229,5.85825959211533,1.8070980455637204,Iris-virginica
+32,6.294466648369401,2.5409670303398,4.988866099283153,1.8706352752103537,Iris-virginica
+33,5.738332243361775,2.8801303472172184,3.8842942284630952,1.2826936670380844,Iris-versicolor
+34,4.600470058897654,3.2173492596816207,1.3994075110429582,0.19774885837543468,Iris-setosa
+35,6.269080632033352,2.268866751783245,4.329436925731188,1.2758388123369155,Iris-versicolor
+36,6.316500013293519,3.296363287191406,4.7043304829026,1.59752752799407,Iris-versicolor
+37,6.788033229382182,2.8298829006098973,4.810273965278923,1.4615749345297546,Iris-versicolor
+38,6.906697645375812,3.1230205564287243,5.875008403258004,2.2468307069156945,Iris-virginica
+39,6.8403408313684455,3.0911507085546424,5.123009096665216,2.312723012384847,Iris-virginica
+40,4.919082700482261,3.0,1.4082677146121916,0.19946403346857577,Iris-setosa
+41,7.9,3.789168747975399,6.458642038246934,1.98034576452439,Iris-virginica
+42,4.772237577997659,3.383237894493926,2.0924490153500632,0.19927394527329173,Iris-setosa
+43,6.66133228609043,2.501036824320861,5.783869884300134,1.7982516926926833,Iris-virginica
+44,5.683373216666531,3.7884232708112977,1.6573734937678022,0.2977592556731721,Iris-setosa
+45,5.553071212229305,2.5497645106805127,4.250972992185635,1.1201946490754016,Iris-versicolor
+46,5.548497899574669,2.6216088515948224,4.418785868603883,1.2090314143282501,Iris-versicolor
+47,7.104819257277008,3.0,5.882144942018352,2.091669466818855,Iris-virginica
+48,6.8858416504444575,3.1082913162964116,5.1336595047187314,2.2946344100093077,Iris-virginica
+49,4.998223160051389,2.0000005327159522,3.476107808883232,1.0218558223432064,Iris-versicolor
+50,5.011128671637059,3.549263820743119,1.3995250633056455,0.19920749631704562,Iris-setosa
+51,4.708014784251967,3.393321929631187,1.4992217656029387,0.20011486098859582,Iris-setosa
+52,4.4985653891877755,2.3089856694194557,1.3203133507357672,0.29487448255652376,Iris-setosa
+53,5.844987306286026,2.751433444977441,4.118836639271614,0.9938467359581658,Iris-versicolor
+54,4.95512248024298,3.5240444705927123,1.4390992411552894,0.19754326775766223,Iris-setosa
+55,4.99219211441929,3.6093273950882545,1.41152734050702,0.19986832500096993,Iris-setosa
+56,6.042564796852884,2.795425875107214,4.676865895083576,1.1760157456333336,Iris-versicolor
+57,7.7027384726806485,2.792241985874948,6.715406780559013,2.0180998910544385,Iris-virginica
+58,5.143078930034295,3.408274331545984,1.4074557613056367,0.19980582938625285,Iris-setosa
+59,5.348580968229775,3.395651490390508,1.5198242298449853,0.39745519101187743,Iris-setosa
+60,6.350174398451347,2.868136863109243,4.290686150845514,1.2711304528016707,Iris-versicolor
+61,5.929128757693019,3.0,5.095941030426565,1.8035014386923949,Iris-virginica
+62,6.690297006599828,3.106188883428632,4.7176745041459,1.493716249348487,Iris-versicolor
+63,5.479933837884048,3.0,4.46806910587297,1.5024987046792924,Iris-versicolor
+64,5.900093120577484,3.2031811416332365,4.778668085685151,1.810477366888159,Iris-versicolor
+65,5.6454724631401465,2.6735485058897233,4.399114085790431,1.1913560152058627,Iris-versicolor
+66,6.267827024042172,2.8999165781387064,5.535482764804333,1.7958768839099748,Iris-virginica
+67,6.522370114514323,3.2094994978810143,5.178442383266078,1.9946738445846086,Iris-virginica
+68,5.56165671876302,2.5181908273344917,4.047804459688976,1.1370465987479366,Iris-versicolor
+69,6.123537022734672,2.7964198266950113,4.685089133013249,1.2161784076501954,Iris-versicolor
+70,7.685535940656746,2.596970084996169,6.8999989909106345,2.2969135907331597,Iris-virginica
+71,6.200229198022392,2.1945829648906017,4.495493133372911,1.494533110950172,Iris-versicolor
+72,4.977942773504803,2.0,3.4366554680621313,1.004548763117654,Iris-versicolor
+73,4.867746114682917,3.0452741636948515,1.4842090839935267,0.1000001027176301,Iris-setosa
+74,7.734753464056679,2.583646461874957,6.8999988136912105,2.314284527877862,Iris-virginica
+75,4.913480840895932,2.413203860441504,3.12973361089337,1.0085272019140552,Iris-versicolor
+76,4.488089316672181,2.255788569232794,1.3204151324121713,0.28925314557711046,Iris-setosa
+77,4.790099883670083,3.4003410796096296,1.6554407805021816,0.20102066556505715,Iris-setosa
+78,4.776403829312215,3.0,1.4101346304891802,0.1,Iris-setosa
+79,7.154565024749645,3.0,5.998788197477902,2.097367763591274,Iris-virginica
+80,5.0127318561962815,3.637767372677276,1.4027864280587825,0.2072540771248961,Iris-setosa
+81,4.587440666860082,3.6071529691506687,1.0,0.20370505909885692,Iris-setosa
+82,5.631320447377882,2.8978390158863934,3.72180822168784,1.2933508136679166,Iris-versicolor
+83,5.949561762305286,3.0,5.098720726468729,1.8026202890954368,Iris-virginica
+84,5.324550320528456,3.6944253068912,1.520780021944707,0.20260603411207895,Iris-setosa
+85,5.99898438822255,3.3848185338923953,4.511233913100375,1.6045173016143415,Iris-versicolor
+86,6.059456321620177,2.8025561629075986,4.661196335178876,1.2021256991854343,Iris-versicolor
+87,4.870061077272801,3.0,1.4137729637120737,0.1,Iris-setosa
+88,4.4,3.179401315014325,1.3212450907594024,0.20164521450466033,Iris-setosa
+89,5.765358843745313,3.0,4.52454245262829,1.5405291796352798,Iris-versicolor
+90,6.303496539404281,2.6797436747919092,4.865205354159697,1.805030011202493,Iris-virginica
+91,6.147373377638188,3.4032994338891056,5.400200352181795,2.2957609990660566,Iris-virginica
+92,5.5304021666290675,2.5878393948965503,4.301290562413897,1.193998442499548,Iris-versicolor
+93,4.581341614076741,3.6221038726770454,1.0,0.19371520369780604,Iris-setosa
+94,6.147706408910472,3.012767479526584,4.633595851190726,1.4582695695930852,Iris-versicolor
+95,5.048264338453394,3.402597989598669,1.8715658530107655,0.41641893432508814,Iris-setosa
+96,6.237389808390034,2.1889077392950957,4.521073725261822,1.4884636369187922,Iris-versicolor
+97,5.478566967232225,3.0,4.502851976799071,1.5021665211920014,Iris-versicolor
+98,6.079995417529838,2.8026790906392027,4.721674965160369,1.1996896704157154,Iris-versicolor
+99,7.333103491661281,2.8965633052303503,6.310022709291633,1.7910156529945964,Iris-virginica
+100,4.909817457641071,3.131436842151673,1.5172226728334421,0.1,Iris-setosa
+101,5.100202938393031,3.68533633499389,1.5097159330985046,0.40935363073608466,Iris-setosa
+102,5.19045231768121,3.3858429917795494,1.3926433728209227,0.1962188306780076,Iris-setosa
+103,6.023882790514918,3.3845595465163125,4.511151744178863,1.596014534257617,Iris-versicolor
+104,6.500983016555874,3.2023092502626174,5.112387256150793,2.0311106351189085,Iris-virginica
+105,6.506817527575633,3.0,5.76935704401393,2.200508263578808,Iris-virginica
+106,4.813884708249086,3.0,1.3785477473984575,0.29621610384783065,Iris-setosa
+107,4.807538833357063,3.0,1.4095357278239253,0.1,Iris-setosa
+108,5.705981871340196,2.839492470762931,4.154259773335152,1.2714050185425962,Iris-versicolor
+109,6.0085444304292555,3.372104937497772,4.52195945630383,1.602403504194032,Iris-versicolor
+110,6.394223953411986,2.895438193126075,4.2852466728557,1.287149289701424,Iris-versicolor
+111,7.385194934561263,3.0,6.403706429334333,2.1096962429684454,Iris-virginica
+112,7.133340181820938,3.0,5.895321504962932,2.1092750434711784,Iris-virginica
+113,4.791013688891335,3.407654790196339,1.7114162414330383,0.19751057344374492,Iris-setosa
+114,5.031701314446515,3.5762064240510956,1.391842226052601,0.20326929841423483,Iris-setosa
+115,5.559753983112304,2.901108967320127,3.5250172540723494,1.3054898930818377,Iris-versicolor
+116,4.8244062347126,3.4020665951313864,1.9297900645565493,0.20049472893575335,Iris-setosa
+117,5.429548624539526,4.2,1.3709878223152667,0.20464625357205526,Iris-setosa
+118,6.725788871116169,3.270684377216603,5.704681743819418,2.130305207007258,Iris-virginica
+119,5.8043002308895275,2.805125988019956,5.086178037369083,2.408634428562142,Iris-virginica

iris/tab_ddpm/7_4/14/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/7_4/14/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+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/7_4/14/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/7_4/15/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.701011012426022,2.79626696974354,4.503768735090962,1.2965146181118954,Iris-versicolor
+1,6.329570095254943,2.8806968776579165,4.282181376197167,1.288288195351793,Iris-versicolor
+2,5.563052525855201,3.0,4.495328147174998,1.5100989737563486,Iris-versicolor
+3,4.995395969513414,2.0,3.5836852415503455,0.9235401695373462,Iris-versicolor
+4,4.782199756859844,3.0,1.3677635084682391,0.1,Iris-setosa
+5,5.63546654210244,2.7498494115835,4.486140369949612,1.2769197828926109,Iris-versicolor
+6,5.956553463310988,2.9623181887347685,4.558928436909168,1.5289941520527794,Iris-versicolor
+7,6.170532361036968,2.2054522011307656,4.486165689464583,1.501423015763769,Iris-versicolor
+8,6.882736630277644,3.096159751488606,5.0990478175072775,2.2883265272989606,Iris-virginica
+9,7.699867509985562,2.58869671617874,6.9,2.2944030679656677,Iris-virginica
+10,5.11126029433618,3.6883960723494984,1.4985373725037878,0.42112826891353583,Iris-setosa
+11,6.410752248428729,3.0,5.473833783350099,1.792734545663518,Iris-virginica
+12,4.87897150231937,3.066126835950544,1.4771695150135273,0.1,Iris-setosa
+13,7.062756812767438,3.0,5.94290210716852,2.087862615808363,Iris-virginica
+14,7.899998744117431,3.7572693922186793,6.445640660292633,1.9910681086248347,Iris-virginica
+15,4.987111519740677,3.564842543172083,1.384580992567643,0.20203581177523178,Iris-setosa
+16,4.988426691856329,2.0000004597325747,3.451725642423014,0.9296275149104736,Iris-versicolor
+17,5.629238991263665,2.8888361178037605,3.587320912039972,1.3029538241335241,Iris-versicolor
+18,6.3219980003850145,2.5202005235748137,4.99494458684011,1.8991756976652467,Iris-virginica
+19,4.861117527259372,3.0,1.4432471417189672,0.10000010048108823,Iris-setosa
+20,5.675292923075431,3.79912586673437,1.8479321616786009,0.357187813931514,Iris-setosa
+21,5.629868785469966,3.0,4.4873521605348525,1.489679570622026,Iris-versicolor
+22,6.143405778542908,2.248075695224248,4.198138187234833,1.1221422993589847,Iris-versicolor
+23,6.709353992833439,3.0,5.003538346300712,1.6985900652596564,Iris-versicolor
+24,6.298565472914434,2.63824322177226,4.917511807405731,1.811818555001629,Iris-virginica
+25,5.990831893510264,2.1949062049054127,3.9402283786522245,1.0209030114215583,Iris-versicolor
+26,4.788901929815457,3.3941108572656877,1.8163457649248445,0.19529230128889413,Iris-setosa
+27,6.00535161446676,3.308503907587102,4.6439735054311875,1.6703189189521703,Iris-versicolor
+28,6.9224771311697575,3.0928197462950267,5.105403729176788,2.294678854496849,Iris-virginica
+29,5.8779346385077575,3.222605493061852,4.758854966252609,1.8177915520090173,Iris-versicolor
+30,6.701637240293821,3.0,4.997515180636476,1.6856058390893838,Iris-versicolor
+31,4.505145234114128,2.293840018049734,1.3112532387545628,0.33816291334621845,Iris-setosa
+32,5.402981286173105,3.926896326261021,1.2858153353752186,0.3837806879977683,Iris-setosa
+33,4.892367034403778,3.089682778681747,1.4814193744449222,0.10000014798551082,Iris-setosa
+34,6.712163347645596,2.485299399119508,5.83166292901614,1.813609398353062,Iris-virginica
+35,4.601282151749375,3.594630143485345,1.0000004526798258,0.19768326546900375,Iris-setosa
+36,5.111855016686791,3.4859478969975606,1.389578609436223,0.198588071933958,Iris-setosa
+37,7.27105591103099,3.0,6.155704977342839,2.0641824617559528,Iris-virginica
+38,5.482788684068997,2.5926674164050336,4.40365464375733,1.23636133819379,Iris-versicolor
+39,7.105967784220173,2.9187665570165535,6.101476286247057,1.809552337860104,Iris-virginica
+40,5.002569494785893,3.0,1.5569869684908935,0.20054292256359874,Iris-setosa
+41,4.895236608718077,2.405988710375956,3.5224195990882277,1.0099240841147752,Iris-versicolor
+42,6.198033574559206,3.3328896958322343,4.63639025221776,1.6003132185787527,Iris-versicolor
+43,7.715667159976305,2.609598117447399,6.9,2.3003093909271723,Iris-virginica
+44,6.6960606339044215,2.5073103696775214,5.856177282177702,1.8063789555510188,Iris-virginica
+45,6.680244420697449,3.2625881309745046,5.659637793872097,2.108533658067316,Iris-virginica
+46,6.370899129956713,2.8864387211607974,4.293488217399964,1.2949525140251785,Iris-versicolor
+47,6.203967632643249,3.379019073204318,5.428582574568031,2.3006460037708165,Iris-virginica
+48,6.198595542843341,3.33947753862756,4.617477729579579,1.6044600743197817,Iris-versicolor
+49,4.987411827117518,2.0,3.4956258898925188,0.9301002430191094,Iris-versicolor
+50,7.691187531771957,2.616475993832449,6.9,2.2982049312367807,Iris-virginica
+51,4.916444483067369,2.4146794194263004,3.4608045147394533,1.0275372734705202,Iris-versicolor
+52,5.21490613299017,3.405370477731772,1.3970050446510023,0.20032384104392947,Iris-setosa
+53,7.71572443700541,2.5958588970776826,6.9,2.3074552238590136,Iris-virginica
+54,5.4861601926160715,4.2,1.3816575543361824,0.19843210585791887,Iris-setosa
+55,4.635278289900963,3.227039613951157,1.4048668551487178,0.20113888432450244,Iris-setosa
+56,6.698552405621578,3.1124495160885592,4.693592660473734,1.497269763231676,Iris-versicolor
+57,5.4152933093913305,3.3891871829589255,1.7643265035522964,0.1988432830938202,Iris-setosa
+58,6.260494382005323,2.3009880979700874,4.408825180153351,1.2966636643055607,Iris-versicolor
+59,6.882757194421447,3.093300216014452,5.099111578954975,2.3030729486268524,Iris-virginica
+60,5.711138802378909,2.6000446152040975,3.999931495170971,1.0394344769508086,Iris-versicolor
+61,4.801456160132744,3.402388348317911,1.8273810497737046,0.2018591262807786,Iris-setosa
+62,5.79258474554529,2.7282798333413414,5.143966250843474,1.8999007147600782,Iris-virginica
+63,6.71491527856368,3.2728860484719218,5.716524806283483,2.1173429667516213,Iris-virginica
+64,7.711426341988604,2.573001118240598,6.9,2.3061329261164505,Iris-virginica
+65,5.922466497131405,3.0,5.080741495714213,1.8122524759517342,Iris-virginica
+66,7.625320861352091,3.0,6.620966906050848,2.0893654026404285,Iris-virginica
+67,6.463040429141641,3.171864069792631,5.094441242787854,1.9930710021051161,Iris-virginica
+68,5.421226036952879,3.390097409300658,1.7873071605847701,0.19740105120397983,Iris-setosa
+69,6.054087232579669,3.0668710374879136,4.63519174573037,1.4965818990012503,Iris-versicolor
+70,6.103104012624836,3.0,4.566208240148589,1.4034681668838265,Iris-versicolor
+71,6.125686158073847,2.802752468379997,4.71676338470482,1.2143671855688103,Iris-versicolor
+72,6.714733388991878,3.2944300243892113,5.7320182832280056,2.103706355026032,Iris-virginica
+73,6.246532200270323,2.244975780161353,4.416914827177074,1.3607984981576937,Iris-versicolor
+74,7.711383106903642,2.600182578156864,6.899998808175341,2.3072939422052756,Iris-virginica
+75,6.703039696335645,3.0,4.994125536911284,1.6990368970541456,Iris-versicolor
+76,4.4,3.226834454635868,1.2961572440475493,0.20550645738532572,Iris-setosa
+77,5.629111696089991,3.0,4.180407453397921,1.2980904056717797,Iris-versicolor
+78,7.899998466398018,3.780412166524649,6.3905811705396705,2.019014504266535,Iris-virginica
+79,6.693247912739531,3.014180754208111,4.812081626110601,1.6097385195812528,Iris-versicolor
+80,4.593414637780848,3.6218947741007064,1.0,0.20064421629429396,Iris-setosa
+81,6.7008795284003355,2.486793069433637,5.817974652247752,1.7999264992435695,Iris-virginica
+82,6.4887808367065105,3.0,5.433310805334958,1.8048775252706617,Iris-virginica
+83,6.079803113028855,2.800152413073091,4.636582012557479,1.2245777563580857,Iris-versicolor
+84,5.49702798535466,3.0,4.506515315662909,1.5039178098134818,Iris-versicolor
+85,6.273585710829323,3.380508140743495,5.430138303166562,2.2738336911254993,Iris-virginica
+86,7.9,3.7854788572525093,6.385791923913558,2.0011359166897367,Iris-virginica
+87,5.4732490867647865,4.199999206280244,1.3656700107636879,0.19894529114546694,Iris-setosa
+88,7.357159740485249,2.8978779232933505,6.333325971295631,1.8132112107217202,Iris-virginica
+89,6.028138030749167,2.93317824247192,4.553035682285012,1.5246213263737953,Iris-versicolor
+90,6.692558929324248,3.0,4.989502663165527,1.6970779654223058,Iris-versicolor
+91,6.491497271789072,3.0,5.781630049754839,2.1798273080851165,Iris-virginica
+92,5.427680527429468,3.9112814259053463,1.3080241431643425,0.40644032765549576,Iris-setosa
+93,6.462357488400844,3.0,5.359952982795461,1.8435951510230624,Iris-virginica
+94,4.600729724294077,3.6446419458450743,1.000000498515131,0.20167474107048616,Iris-setosa
+95,5.499555942733433,4.199999340322354,1.4094094069919665,0.1952694500386301,Iris-setosa
+96,4.608406161980446,3.17115416122672,1.3894431698454004,0.2048133408056079,Iris-setosa
+97,6.203127038017648,2.223565018591787,4.479624780087859,1.4822153456181386,Iris-versicolor
+98,5.497270918682175,4.199999326096261,1.3915888763060815,0.20227342166914636,Iris-setosa
+99,4.604612061874188,3.155914414907396,1.411450392094314,0.20178971750553448,Iris-setosa
+100,5.815077691134976,2.804601884325271,5.14290828028958,2.385348341619435,Iris-virginica
+101,5.809450461100497,2.717500567012865,4.1181356154648086,1.023434388735319,Iris-versicolor
+102,6.236666872451878,2.2030769758244695,4.499538055475136,1.4848269859956922,Iris-versicolor
+103,5.436230313539641,3.0,4.482852178325861,1.4984553608586522,Iris-versicolor
+104,5.490179078526367,4.199999287892925,1.398707311022577,0.19218234815290858,Iris-setosa
+105,6.705856906018929,3.0,4.997595105623774,1.6981242579665654,Iris-versicolor
+106,6.7846455607459255,3.1972760922157,5.8748924806383505,2.2982688502201816,Iris-virginica
+107,4.583437153259837,3.6503268010233074,1.0,0.1994702028910707,Iris-setosa
+108,4.893906527662131,3.0581494852033666,1.473422994858545,0.10000011705981565,Iris-setosa
+109,6.766564372105334,3.206019715247191,5.9207967906027585,2.2878181038665817,Iris-virginica
+110,6.37162036967275,2.876764623213892,4.276226003483484,1.2806428686731584,Iris-versicolor
+111,5.787539517827177,2.804354953424121,5.085297322702253,2.400400724783399,Iris-virginica
+112,6.172536382684766,2.198324269869811,4.513766884044175,1.5227655145060188,Iris-versicolor
+113,6.0941457546249795,3.3808535106693958,4.5829711614526145,1.6126000156630051,Iris-versicolor
+114,5.638192539048651,2.53482507339248,4.2192810753183805,1.064832804230933,Iris-versicolor
+115,5.985036945889664,2.176380913498009,3.9484762901529615,0.954318808123036,Iris-versicolor
+116,6.932984141849903,3.0574844680832207,5.228469899059327,2.288157657401993,Iris-virginica
+117,6.226732503914609,2.8504616989425577,5.548697975964349,1.8014205735117403,Iris-virginica
+118,5.1292794049634045,3.3202328948687203,1.6692946213028652,0.5183200459297883,Iris-setosa
+119,4.498322964183803,2.3211873716133873,1.3110395890753361,0.31316929853240333,Iris-setosa

iris/tab_ddpm/7_4/15/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/7_4/15/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+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/7_4/15/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/7_4/16/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.893073311738867,3.0,1.3794438121403545,0.19574069698967872,Iris-setosa
+1,5.507844884457279,3.0,4.485185439522647,1.517202865346387,Iris-versicolor
+2,6.522193980685104,3.0,5.810965146980126,2.20575616272458,Iris-virginica
+3,6.423398030480979,3.2324581125380134,4.649939260129829,1.539983071064382,Iris-versicolor
+4,6.679702072654649,3.252438827191315,5.679031327067278,2.0967091877878863,Iris-virginica
+5,5.786566706015831,2.704865800019203,5.11705899300666,1.9026070408333062,Iris-virginica
+6,6.682975491451053,3.103804094393387,4.71883697563613,1.5057539903733963,Iris-versicolor
+7,5.936630492106722,2.1816180409970185,4.005790909937304,0.9954345011437291,Iris-versicolor
+8,5.035417790943193,3.32617507695793,1.5555206912347324,0.5601788803110703,Iris-setosa
+9,4.4,3.1829839415153103,1.2706972618994354,0.20229570593618837,Iris-setosa
+10,5.567626318678478,2.4763708619315072,3.7801042310351924,1.0539769273964439,Iris-versicolor
+11,6.300372965976185,2.6979427803525886,4.901227187850772,1.7869926009806303,Iris-virginica
+12,5.813387665490548,2.711847778696899,5.081548857117509,1.8987607659302688,Iris-virginica
+13,5.466684729585705,3.0,4.485715988258966,1.4866805556880804,Iris-versicolor
+14,5.384283443907867,2.369300340217289,3.5727058611160545,0.8952736705988431,Iris-versicolor
+15,5.227986053905539,3.3937549864624486,1.4051917795661397,0.19872331303979995,Iris-setosa
+16,5.593140211416778,2.9878318677999953,3.9157097306379613,1.2921955102241023,Iris-versicolor
+17,5.781148463706077,2.7944743089378083,5.106837188313842,2.3870618827663765,Iris-virginica
+18,5.630438121457635,2.903317781135938,3.7896570672777727,1.2982355167336082,Iris-versicolor
+19,4.77710172007749,3.396816120933686,1.6991413543410956,0.19772373350780365,Iris-setosa
+20,6.002239406019568,2.2066202525361507,3.934888774618024,1.0145058775363112,Iris-versicolor
+21,5.373135748943614,2.399607250523857,3.6591946051167334,0.9223149945736122,Iris-versicolor
+22,5.0062700064505545,3.3885587360548395,1.5864874825233166,0.43256086248407144,Iris-setosa
+23,5.800051821629269,2.7043439240357503,5.116721089940637,1.888612908477681,Iris-virginica
+24,5.318375209673934,3.725436069588445,1.5005399019386425,0.20030643292281927,Iris-setosa
+25,6.219626921533239,2.2309089620463984,4.448012710322117,1.4571031307107711,Iris-versicolor
+26,4.4,3.206744019864019,1.2986990314121947,0.19821803076993394,Iris-setosa
+27,6.625548443568613,3.0,4.416962232616362,1.407692806701744,Iris-versicolor
+28,5.534780329584694,4.199999263342686,1.390980004798295,0.19164806357614125,Iris-setosa
+29,7.693547032924302,2.5580273721192066,6.9,2.3112914334751733,Iris-virginica
+30,5.929765002879191,3.0,5.110230455124278,1.8181322858544333,Iris-virginica
+31,4.790303860677822,3.398495826373216,1.8073245463868413,0.20498394629465136,Iris-setosa
+32,4.4,3.220196469576521,1.2902456776372273,0.20051497735478163,Iris-setosa
+33,7.899998795777577,3.788238591325221,6.41457822459205,1.9729457794973013,Iris-virginica
+34,6.435336482020657,3.06534658976919,5.230934164663419,1.8915527811686332,Iris-virginica
+35,5.702271635299735,3.0,4.176939588563838,1.2027026462814963,Iris-versicolor
+36,6.289789263633266,2.892366910971683,5.590979594445157,1.7814419814738178,Iris-virginica
+37,4.588018776332415,3.6081387253280823,1.0,0.19782505770325326,Iris-setosa
+38,4.764460062181248,3.0,1.3901840668365715,0.1,Iris-setosa
+39,5.46361443356375,2.5168253713639164,4.331618984355719,1.1623141102637233,Iris-versicolor
+40,5.488225947513497,2.583979033784912,4.3902777799464054,1.1967375153111888,Iris-versicolor
+41,5.644244288356884,2.8814964033215924,3.799080679697676,1.300396618685852,Iris-versicolor
+42,6.515184999720241,3.0,5.756515561188069,2.2050861832729898,Iris-virginica
+43,6.504621536566011,3.2952656907631357,5.6552688381344804,2.272399224005202,Iris-virginica
+44,7.725828498463943,2.53652899386551,6.9,2.3278643067140066,Iris-virginica
+45,5.933987624106614,3.3020800861947857,4.715648355355161,1.736464176223003,Iris-versicolor
+46,7.899998759507021,3.8084017418475336,6.477554117089307,1.9913300073439086,Iris-virginica
+47,4.8203889850607595,3.4036485019932536,1.715528002276711,0.2014361827824757,Iris-setosa
+48,5.556828206160191,2.462988766676274,3.883111098910688,1.071180080372989,Iris-versicolor
+49,5.13628822313458,3.300700216626389,1.7061317948395978,0.5268794425166538,Iris-setosa
+50,6.66343586686706,3.3056893697811427,5.7024184576624375,2.499999558396799,Iris-virginica
+51,5.001179092602169,2.000000567211373,3.485539772591538,0.9199564937834956,Iris-versicolor
+52,4.900311607772911,3.0,1.393687422536301,0.19898202082373823,Iris-setosa
+53,5.8404221880226155,2.724121278053521,5.079510344750521,1.8684433111545786,Iris-virginica
+54,5.5615543756784565,2.492753509451642,3.816731140550278,1.0593501272549537,Iris-versicolor
+55,6.71368155241464,3.0,5.012516213977106,1.7080834497532122,Iris-versicolor
+56,5.777469383327026,2.8110075640431136,4.516296278652316,1.3159396841129816,Iris-versicolor
+57,5.977118644246168,3.4098634725016352,4.522748619935828,1.5863366868735815,Iris-versicolor
+58,7.613841545541057,3.0,6.608104022951402,2.094628601828457,Iris-virginica
+59,5.887619814709283,3.0,5.137290374715033,1.801372185326972,Iris-virginica
+60,6.61413520231691,3.1782228841865257,5.472960424946924,2.0297009625450406,Iris-virginica
+61,5.49977441196797,2.4531300706299213,3.8121611431329803,1.038691422602022,Iris-versicolor
+62,5.916258127855702,3.0,5.089633794897721,1.7957138019745953,Iris-virginica
+63,5.791070227035539,2.6992196345449626,5.095751124650934,1.8821185100762876,Iris-virginica
+64,6.4054676930555,3.2534307909252957,5.225664920714012,2.144403659008661,Iris-virginica
+65,4.586770830101784,3.59811413310124,1.0000003910069049,0.1947656446142859,Iris-setosa
+66,5.110729785760285,3.481188419914061,1.397507282394193,0.1983450951606745,Iris-setosa
+67,6.565369064956025,3.1549042475343128,4.7266079037962765,1.5131682136537379,Iris-versicolor
+68,6.31600527267143,2.7191249589150046,4.868848983631908,1.7902828090813783,Iris-virginica
+69,7.12508978802528,2.8662645365655592,6.219851550935299,1.78915161446791,Iris-virginica
+70,4.799483209837864,3.397315196939257,1.6709050909758665,0.20349791970227193,Iris-setosa
+71,6.6190656619232255,3.327638686183746,5.763719388644371,2.5,Iris-virginica
+72,5.02416484887467,3.5731278561718574,1.4124871933913912,0.19960120032730444,Iris-setosa
+73,6.1659330589443035,2.215579790564778,4.469230716874382,1.4989841626607858,Iris-versicolor
+74,5.969764013477805,2.2025445446370977,4.005076701223329,1.0139701719677254,Iris-versicolor
+75,4.819257775362342,3.396603407488081,1.8112842107374623,0.2027534666740508,Iris-setosa
+76,6.762201115329836,3.29692953534536,5.732884722907997,2.5,Iris-virginica
+77,5.352472058646432,3.635096573008268,1.5099837188383585,0.20564620373688794,Iris-setosa
+78,7.718113991519996,2.6048900357242677,6.9,2.30008913946735,Iris-virginica
+79,5.8020983851894385,2.6931592550261523,5.084256935225358,1.8686482930989343,Iris-virginica
+80,4.894027311695219,2.4308772833584036,3.14565547984295,1.0080481487364372,Iris-versicolor
+81,6.5709564072367055,3.0,4.407336520011818,1.4173692117965853,Iris-versicolor
+82,7.694143201653396,2.609364677118583,6.899998733440519,2.303344572450223,Iris-virginica
+83,5.194815391862001,3.39107296051622,1.4034278434053042,0.20185525710061597,Iris-setosa
+84,5.409996957905212,3.906022048066351,1.2901505815501275,0.4391472296213945,Iris-setosa
+85,6.08574193840222,2.822069219694052,4.64337454936173,1.2421865224073256,Iris-versicolor
+86,6.029836163593065,2.9689406490538306,4.546730668299553,1.435505003975332,Iris-versicolor
+87,5.428610624409313,3.4069380232011994,1.5087023813386182,0.41963792991173854,Iris-setosa
+88,5.890213452815671,3.0,5.107748041855564,1.8169935006728475,Iris-virginica
+89,4.6210270763823145,3.5557020924804523,1.0000003939649589,0.20509603710604477,Iris-setosa
+90,6.679639479955473,3.088295641219082,4.653889074943502,1.4725006407955372,Iris-versicolor
+91,4.590486971230188,3.196633379292716,1.3846553740728726,0.1993790193602739,Iris-setosa
+92,5.4756664715235805,4.2,1.4006826659942073,0.19335668331283037,Iris-setosa
+93,5.6430221787505594,3.0,4.197688242474818,1.2461352346752805,Iris-versicolor
+94,6.837723237912005,3.192210282436031,5.937355610795868,2.3001900459832183,Iris-virginica
+95,5.990783024748093,3.4128792153788146,4.530568868699011,1.628900622156559,Iris-versicolor
+96,7.273935873129704,2.8908671616852257,6.272001166219099,1.8007742855280666,Iris-virginica
+97,5.686246587584528,2.8788964135747963,4.10761367236824,1.296754108708948,Iris-versicolor
+98,5.017530045596184,3.0,1.6551907524132579,0.19153109080317066,Iris-setosa
+99,4.8140169064792175,3.406564839447913,1.6192418089143077,0.2009671840896461,Iris-setosa
+100,5.804383220257537,2.6850564012902387,5.0911831656287,1.8915532543868177,Iris-virginica
+101,4.846700035051483,3.0,1.4023715747884908,0.1,Iris-setosa
+102,6.218253172183277,2.2626781966200693,4.331902949135488,1.2202548724824516,Iris-versicolor
+103,4.9941660393902225,3.0,1.6498121069690348,0.20032447828620997,Iris-setosa
+104,4.91666769228783,3.109445679493358,1.4805944739189423,0.1,Iris-setosa
+105,6.696586105553488,3.0,4.983404914394743,1.6975683596329463,Iris-versicolor
+106,6.060406007958685,2.813684896757963,4.684787066939976,1.1864555818608473,Iris-versicolor
+107,5.90519356408494,3.19184042489815,4.742856366477934,1.7337261319150676,Iris-versicolor
+108,6.663883660399143,3.017469639136979,4.5333100083253575,1.4567215803018931,Iris-versicolor
+109,6.0948827213330405,3.0,4.605184167221459,1.4059336480875955,Iris-versicolor
+110,6.467888086519295,3.0,5.522419023216759,1.8024129153217587,Iris-virginica
+111,5.601901080427916,2.7859276375664717,4.473607130392061,1.2882372046603099,Iris-versicolor
+112,7.694620912500425,2.5926494599384493,6.9,2.303200478224289,Iris-virginica
+113,6.168246157468469,3.408250869005672,5.443577699703473,2.3035539383255967,Iris-virginica
+114,4.4,3.1996849777573706,1.3049337169144497,0.19483271191009743,Iris-setosa
+115,5.67365711283652,3.7833534356409677,1.8118205709962576,0.320041817830226,Iris-setosa
+116,4.607459260418559,3.1978179370538693,1.4075119489277623,0.20021521186025532,Iris-setosa
+117,6.870320826980078,3.183537451947201,5.955851056638625,2.292078221024725,Iris-virginica
+118,5.541646000044322,3.0,4.083170708050084,1.3320394787439818,Iris-versicolor
+119,6.515185114423105,2.98284416114878,4.358880548754232,1.3605105345902195,Iris-versicolor

iris/tab_ddpm/7_4/16/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/7_4/16/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+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/7_4/16/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/7_4/17/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.454112710093308,2.483036294370459,3.854535396831324,1.061799074140563,Iris-versicolor
+1,6.685133616323315,3.0933918032847694,4.718458369534662,1.4918696630349504,Iris-versicolor
+2,5.008391062005928,3.395026975415147,1.5879346786010369,0.40118221030825796,Iris-setosa
+3,5.312344390365021,3.6486686338171994,1.4975217252659663,0.20322114248217674,Iris-setosa
+4,7.714291550687239,2.6057981533294776,6.9,2.311151703985625,Iris-virginica
+5,4.598065900867777,3.5911652580690365,1.0000005876313662,0.20243371828982254,Iris-setosa
+6,5.544619216888105,2.422974996742633,3.7278977031226113,1.0192916478691136,Iris-versicolor
+7,6.263370108361596,2.907618255006799,5.583547583479697,1.812431470371142,Iris-virginica
+8,5.088176983158482,3.2924031658396222,1.7013733772185302,0.4660725771503123,Iris-setosa
+9,6.296063592619026,2.894206482695736,5.601491251826975,1.8000020734890543,Iris-virginica
+10,5.804958283885154,2.7088371920526386,5.130453422243523,1.9030314910883206,Iris-virginica
+11,7.899998905616965,3.766498205410638,6.437509151714196,1.9958882007247691,Iris-virginica
+12,6.372157069549131,3.2624761302444765,4.7364905355881275,1.5765749807488134,Iris-versicolor
+13,5.7216218427493795,3.0,4.200659147799411,1.1677514131871392,Iris-versicolor
+14,6.527930305638978,3.219077208675852,5.20226294528996,2.007317807918362,Iris-virginica
+15,4.877107620337797,3.0,1.398829651967797,0.2019910052016732,Iris-setosa
+16,6.270658981711494,2.6990725628214816,4.937759157983946,1.8101220194394634,Iris-virginica
+17,5.776060004468459,2.7960673089558337,5.093854654760076,2.412881089106513,Iris-virginica
+18,5.514092805162727,4.2,1.4079458568911591,0.20295090165427648,Iris-setosa
+19,5.6769108169229705,2.8685098800128825,4.222091729813772,1.3013863495623654,Iris-versicolor
+20,6.509486971403006,3.1936854653031297,5.082070810021274,2.00537678833153,Iris-virginica
+21,6.706225481924133,3.3103109017185126,5.701559395706481,2.5,Iris-virginica
+22,5.08638532283373,3.6824153939088338,1.4980641715453342,0.4275409708562625,Iris-setosa
+23,4.596102749082544,3.627353910460035,1.0000003734024348,0.20125408781761697,Iris-setosa
+24,5.499193776966209,4.199999150959941,1.4022648951244538,0.2007237947816388,Iris-setosa
+25,5.810342201947448,2.8077180604811276,5.103581420021583,2.3906333596498457,Iris-virginica
+26,5.01939613799119,3.5255429659378614,1.4047490416194257,0.20611926693212024,Iris-setosa
+27,5.307302182337021,3.496865916453458,1.5166655156359627,0.200231758198431,Iris-setosa
+28,5.979310484733635,3.402133492649562,4.4740796994003675,1.5605359971970798,Iris-versicolor
+29,5.98968889710506,2.877241003982212,4.52777454023046,1.479760071218974,Iris-versicolor
+30,5.441868661997229,3.418407047771656,1.5119466435059352,0.3873352029615117,Iris-setosa
+31,6.66876167571798,3.0,5.015219599434234,1.6939981113811475,Iris-versicolor
+32,5.201482019122703,3.446794182174459,1.4106781676459708,0.20382299769053305,Iris-setosa
+33,5.65315959279486,2.9429845656603346,3.945836743883532,1.3081391433150311,Iris-versicolor
+34,4.909052894418614,3.0,1.4034555567347913,0.19906758277431974,Iris-setosa
+35,5.507822093523901,3.0,4.524842930011413,1.5103412463721766,Iris-versicolor
+36,5.670832615492427,3.783289135359893,1.5745362437410797,0.29124064705202046,Iris-setosa
+37,6.698173712706754,3.1139696229902256,4.684211547187201,1.5060999150570957,Iris-versicolor
+38,6.1560522404471065,3.350112961127858,4.575886745111294,1.5734087493270732,Iris-versicolor
+39,6.0814030424610275,3.0,4.59944345699613,1.3972356768772118,Iris-versicolor
+40,7.047828085561936,3.0,5.813893076561972,2.1326587562811574,Iris-virginica
+41,5.093340606785974,3.289856270130169,1.758924126582681,0.4569255972451576,Iris-setosa
+42,6.7335572380133435,3.039740461029458,4.818029477706032,1.5748179077848035,Iris-versicolor
+43,5.133911594893847,3.509173139919961,1.4015639982765078,0.20372767063615727,Iris-setosa
+44,5.001905868372862,3.0,1.5748712619877112,0.20069208551489418,Iris-setosa
+45,7.701111388696331,2.7981765907653466,6.718657072524554,1.9797278260587927,Iris-virginica
+46,4.775681071330174,3.401796722602592,1.5723716898071098,0.2009974941399515,Iris-setosa
+47,6.2169604729391885,2.3309290808804746,4.345802290000765,1.2533582838993216,Iris-versicolor
+48,4.892856929680685,3.0786745341950166,1.49771593952348,0.1,Iris-setosa
+49,4.600100743869501,3.57683322694734,1.000000374938579,0.2007799508600492,Iris-setosa
+50,6.337497531753743,3.270096699215587,4.68901323775653,1.5895811437076417,Iris-versicolor
+51,6.670540790850209,2.489198369715096,5.729359367798138,1.8032574006314377,Iris-virginica
+52,5.470882393583415,2.397035014281729,3.639857252370607,0.9688874715489004,Iris-versicolor
+53,5.814849529691263,2.7004754348517417,4.021737537586722,0.9244276027661231,Iris-versicolor
+54,5.497196056749079,4.2,1.4112807045591784,0.19712594042984877,Iris-setosa
+55,5.738083366393873,2.8893517487105758,4.2898927112570195,1.3232492159314118,Iris-versicolor
+56,4.62036824813647,3.592993620640139,1.0000004164009857,0.20694537005330835,Iris-setosa
+57,5.259889947438972,3.6614684636026764,1.487716449289267,0.19906213386173482,Iris-setosa
+58,5.499611340185116,3.0,4.493630073452731,1.4702105899944125,Iris-versicolor
+59,6.6943206003079965,3.0,4.97689899466593,1.701012416425514,Iris-versicolor
+60,6.330444276707688,3.2228442171735603,4.694824059378339,1.5895694665125375,Iris-versicolor
+61,6.093558730447182,2.8659886598413085,4.569506661463706,1.285352165885972,Iris-versicolor
+62,5.6659857207799655,2.7635559801511054,4.0048306039938,1.1441077358850873,Iris-versicolor
+63,6.687888852295336,3.095000186645215,4.707260078625003,1.510162712714965,Iris-versicolor
+64,4.496731302264916,2.3196569083277985,1.2977432604933494,0.39119133285348157,Iris-setosa
+65,5.6459581610257175,3.621768530953378,1.5712038030394038,0.3138155839632604,Iris-setosa
+66,6.202946297738953,2.2164546149169224,4.454616138726469,1.44481982052474,Iris-versicolor
+67,4.599832492385413,3.6222937998707607,1.0000003735566259,0.19874399650811891,Iris-setosa
+68,7.683079419949562,2.625640043284688,6.899998234042656,2.296315046884327,Iris-virginica
+69,4.796676471824532,3.0,1.4024799317916679,0.36268953739926935,Iris-setosa
+70,6.887655477829946,3.1004923697371285,5.123046503580952,2.2950478841736706,Iris-virginica
+71,5.297625405820095,3.7640624445108335,1.5013805211524682,0.4031274167460068,Iris-setosa
+72,6.683361699786805,3.2673332296403594,5.7386595739674275,2.1096572654006516,Iris-virginica
+73,5.866687958501249,3.1797793951781412,4.773346862965171,1.755147895353994,Iris-versicolor
+74,5.0013232351315615,2.0,3.5203545815041575,0.9972214342277286,Iris-versicolor
+75,5.015883261015877,2.000000571505154,3.4800260517962283,0.9099024545852845,Iris-versicolor
+76,4.885904749930161,3.0,1.4031613376541103,0.2648594573594334,Iris-setosa
+77,4.913977947613897,3.0,1.4031564140917623,0.19998298465272574,Iris-setosa
+78,6.284131503366622,2.9057957159417183,5.5940042429722165,1.7844349559948112,Iris-virginica
+79,5.523891864107134,3.0,4.470519648761458,1.4911050352421857,Iris-versicolor
+80,7.308774017477702,2.9057290511003653,6.257539061301041,1.7975999820119384,Iris-virginica
+81,5.433118153544279,3.0,4.499077297893133,1.5049462383760623,Iris-versicolor
+82,6.274203782620981,2.530260229068194,4.973969874008733,1.8724582818446418,Iris-virginica
+83,5.946410690408021,3.2773686603901786,4.718882650009474,1.708891576154864,Iris-versicolor
+84,5.105724498891989,3.301992873060296,1.6487968259076837,0.4587904104615928,Iris-setosa
+85,5.783459979620645,2.692322875590687,5.130862155581868,1.9149276735978173,Iris-virginica
+86,5.425406584839488,3.0,4.480199882649914,1.5013567448197687,Iris-versicolor
+87,6.077155763990645,3.0,4.598424505803154,1.4172611713758878,Iris-versicolor
+88,6.718010983720671,3.268334321075547,5.774656303333925,2.5,Iris-virginica
+89,7.709742894219723,2.800362574328313,6.70405611959443,1.992835226156783,Iris-virginica
+90,4.598869799261315,3.213646789141569,1.411916712440084,0.2026347019797442,Iris-setosa
+91,4.831944277389759,3.3937942049429437,1.84231880403488,0.19999543142650125,Iris-setosa
+92,5.6704233240980155,2.9599347512195235,4.130100554669687,1.2655275103779693,Iris-versicolor
+93,6.874049133983114,3.087302480956963,5.085886014020401,2.296169393888079,Iris-virginica
+94,4.988758798824421,3.0,1.5736328441787013,0.19925454135590925,Iris-setosa
+95,4.804929808953294,3.4086745314898605,1.573347063033778,0.2031573934314807,Iris-setosa
+96,6.364100499001872,2.904396658601215,5.586375765899841,1.7973137797379843,Iris-virginica
+97,6.342276418315648,2.869871871041266,4.313173828238478,1.2731689092291765,Iris-versicolor
+98,5.4827058640196205,2.5659660487557843,4.3482398509666425,1.1665713115647431,Iris-versicolor
+99,6.30588716412976,2.553511174554189,4.982066513519487,1.867825870802042,Iris-virginica
+100,5.802598667420475,2.8084826573454653,5.142264144680431,2.3982536072690652,Iris-virginica
+101,6.316648030335347,2.897659481619661,5.614632626093245,1.8009699158334451,Iris-virginica
+102,5.5216812978754,4.199998947952002,1.3925083742937208,0.20067415944538214,Iris-setosa
+103,7.716589441880719,2.7929902774768864,6.721764353638413,2.014224365205196,Iris-virginica
+104,6.5401683013249565,3.1971326237295563,5.188779632047003,2.028167740755208,Iris-virginica
+105,6.500115686559888,3.0,5.700100727690578,2.2259055773087217,Iris-virginica
+106,5.490708999430137,3.0,4.516464112347327,1.52931196539136,Iris-versicolor
+107,7.9,3.8140007472400663,6.4024079997512695,2.02126581740096,Iris-virginica
+108,5.5287624026918305,3.0,4.533168199458176,1.5074329256378023,Iris-versicolor
+109,4.980103297538082,2.0,3.4863506156889428,1.0235354991617438,Iris-versicolor
+110,5.800373464687518,2.69772343588033,5.107518160020256,1.9005335212696854,Iris-virginica
+111,4.777327357676163,3.403562766382512,1.715461505876929,0.19894688814951458,Iris-setosa
+112,6.695386628330726,3.283127875898308,5.728176361076621,2.134796817231216,Iris-virginica
+113,5.4373029463628955,3.0,4.496823283779397,1.5024177915121868,Iris-versicolor
+114,6.268978696623181,3.294185258132921,4.708905601726379,1.5909721752517747,Iris-versicolor
+115,4.592274998013379,3.592371145104901,1.000000521562193,0.20164291784850258,Iris-setosa
+116,5.793594849535103,2.7117039767269175,5.093156161419194,1.883001065248872,Iris-virginica
+117,5.706058721870012,3.0,4.15768728018291,1.2303432361858009,Iris-versicolor
+118,6.824238784168617,3.2010804806526263,5.895604162815478,2.3130331148039693,Iris-virginica
+119,6.264101339415203,3.3188522740106756,4.668389431547369,1.5805172535303251,Iris-versicolor

iris/tab_ddpm/7_4/17/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/7_4/17/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+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/7_4/17/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/7_4/18/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.9,3.7669144811996182,6.393486800926767,2.0090889513591224,Iris-virginica
+1,4.815306388669688,3.3924691073470514,1.651968318404677,0.19875831761714408,Iris-setosa
+2,5.7155771514494464,2.9004444548531487,4.252386555181236,1.2875538923634318,Iris-versicolor
+3,6.714550218574694,3.088616402315884,4.6878496921975366,1.467345892507126,Iris-versicolor
+4,5.533730219153033,2.4502652877478046,3.7662947052709366,1.0512440070952715,Iris-versicolor
+5,5.186537940507167,3.379150000425424,1.3947257739585146,0.2008718312556907,Iris-setosa
+6,5.6733866997712905,3.809217110454975,1.5943282595541528,0.29486812580405025,Iris-setosa
+7,4.5958990939890105,3.575929461409064,1.0000004789985761,0.19921919331038235,Iris-setosa
+8,4.819704439714102,3.4054568493065602,1.778959229670209,0.20072480512759924,Iris-setosa
+9,7.719364856213143,2.5807556735945303,6.9,2.294048053461347,Iris-virginica
+10,7.042228883667441,3.178231075463824,5.977876749427842,2.288502382956996,Iris-virginica
+11,5.248656396509113,3.4126955720877166,1.4325466211768363,0.20665651610509497,Iris-setosa
+12,6.443143557626676,2.9476283690358365,4.311816836518317,1.334788897558044,Iris-versicolor
+13,5.64065740386978,3.0,4.162293793258617,1.252714397279476,Iris-versicolor
+14,6.20315350861548,2.1973725929365537,4.470894034969606,1.478362992800046,Iris-versicolor
+15,6.323399505525718,2.9184084065861686,5.596457858082759,1.823953594229411,Iris-virginica
+16,6.710698476610983,3.3171434517569875,5.759051140614833,2.4999995098573438,Iris-virginica
+17,6.179316278056197,2.217020117126002,4.449850551457577,1.4601436428150825,Iris-versicolor
+18,6.783206331369023,3.202547091039392,5.878119783960471,2.2842294033801385,Iris-virginica
+19,7.9,3.7549570516992072,6.403062248182947,2.0482703687980104,Iris-virginica
+20,6.298842898468721,2.5499343371447245,4.95536532776602,1.8560362592794364,Iris-virginica
+21,6.557931522649029,3.3446601796659072,5.5318073663371505,2.145891231915497,Iris-virginica
+22,6.701338575035974,3.2853417946944266,5.67552063228292,2.4999994680862745,Iris-virginica
+23,5.41829150944008,3.8945884854074673,1.2959316248202186,0.4042232478422822,Iris-setosa
+24,4.900737511714592,3.0,1.4014790409943632,0.19998158352309978,Iris-setosa
+25,6.507964679249058,2.9807224617038726,4.320315408356637,1.3579919987361775,Iris-versicolor
+26,5.38286838352263,3.390177547972366,1.4945898384594676,0.38262454350994224,Iris-setosa
+27,4.8143260613846595,3.4029400915736225,1.753317602861097,0.20016535130671406,Iris-setosa
+28,6.678108711189606,3.291587985278789,5.706865193362921,2.499999613192009,Iris-virginica
+29,7.71076448769272,2.8225454436176163,6.709629771354448,2.0081076772557136,Iris-virginica
+30,6.931680292481083,3.107276793690508,5.0990443914083325,2.295747364425873,Iris-virginica
+31,6.68092371381975,3.3080882450355924,5.740949415409171,2.5,Iris-virginica
+32,5.932067005324704,3.2112738815404445,4.7932951162488955,1.795801001171571,Iris-versicolor
+33,6.219004229903431,2.2081755345963447,4.503750818061671,1.5050958853784369,Iris-versicolor
+34,5.628149428053775,3.0,4.179903690225102,1.2472689018920229,Iris-versicolor
+35,5.520882664030255,2.6178370151140262,4.427813396522433,1.199999467624401,Iris-versicolor
+36,6.580269264327601,3.2798283552596046,5.288686278941433,2.1158895530884854,Iris-virginica
+37,5.014636466131199,2.0000004856488007,3.505117612757164,0.9850475683061162,Iris-versicolor
+38,4.805064387967932,3.400339354058225,1.9094892190391373,0.20207936164421053,Iris-setosa
+39,5.398010984952298,3.0,4.495375506669134,1.4943262549160263,Iris-versicolor
+40,4.821780456536392,3.3910729825531467,1.9762724456606513,0.20257258095268804,Iris-setosa
+41,6.368163495698757,2.946202452579921,5.5779146340863255,1.8029072116558504,Iris-virginica
+42,6.876938887137595,3.1658146462582217,5.916930405514402,2.2857703491555736,Iris-virginica
+43,4.635902992282791,3.2467371142475407,1.4075651460060803,0.19745088977795727,Iris-setosa
+44,6.499361947805879,3.0,5.4583730074225185,1.8103693307234519,Iris-virginica
+45,4.8043305974712505,3.396308840535335,1.8027835142884163,0.1991378882739389,Iris-setosa
+46,5.711183209746165,2.9793351040877045,4.186904448952795,1.1800785105305158,Iris-versicolor
+47,4.818619959174804,3.0,1.4065211881989352,0.27039171084282065,Iris-setosa
+48,4.630026158539387,3.237307874700982,1.4372715310495,0.20011733229348586,Iris-setosa
+49,6.6925955635448835,3.0934375232110756,4.70482897295214,1.5088933642658113,Iris-versicolor
+50,6.238577606973988,2.2263584109239027,4.509813691004329,1.4673871086145238,Iris-versicolor
+51,4.992399825808756,3.0,1.5764018619117102,0.19831576132761172,Iris-setosa
+52,5.130491383207377,3.7037716202854662,1.5215166353169138,0.42291528300663667,Iris-setosa
+53,4.601065062427049,3.610146265011998,1.0,0.20340757018349662,Iris-setosa
+54,5.486776916656806,2.411653016131502,3.7443653498808573,1.012462843550209,Iris-versicolor
+55,5.568922858485649,2.9168906233361254,3.6636559584869,1.3032444957792475,Iris-versicolor
+56,6.831384444345745,2.8086126099924718,4.787863369242725,1.4031043654184585,Iris-versicolor
+57,6.103242282317372,2.921389885234347,4.397937359316868,1.3846508363146461,Iris-versicolor
+58,4.595764232020927,3.64042775712533,1.0,0.19776531371229633,Iris-setosa
+59,5.002000325229071,3.6363670703808886,1.4086842056220426,0.19935562091749864,Iris-setosa
+60,6.808441691575065,2.809053896571597,4.806553001081722,1.3999258162110766,Iris-versicolor
+61,6.101756880271738,3.0,4.570689447501996,1.3878128925730442,Iris-versicolor
+62,5.224928852928588,3.4062912370213154,1.4089892623184037,0.19949621315040533,Iris-setosa
+63,7.715177367402829,2.6023786530254918,6.9,2.3016348119550316,Iris-virginica
+64,5.004163292911035,3.0,1.5755213653671944,0.20203586627014858,Iris-setosa
+65,4.802689136660123,3.0,1.4026997064333848,0.10000009966755717,Iris-setosa
+66,4.4000004611524535,3.2151556767931972,1.297564113634395,0.2024739302270637,Iris-setosa
+67,6.494582471774208,2.968372556218506,4.3501358173797575,1.3636377139457945,Iris-versicolor
+68,6.7987502373036115,3.161958629398062,5.900620931490501,2.3025497848450898,Iris-virginica
+69,5.116711256553228,3.7154994544498785,1.4843712862740197,0.3961137639226321,Iris-setosa
+70,6.659028063869017,2.5202710538041555,5.712845365028995,1.7988723230140726,Iris-virginica
+71,6.697215421704194,3.0,4.9909757527018925,1.7043200240651117,Iris-versicolor
+72,6.680973500650183,2.4920893423967474,5.854591057777768,1.779259736588386,Iris-virginica
+73,6.467065293955366,2.9428043621726365,4.336628180796692,1.3378318245631737,Iris-versicolor
+74,5.790852251326036,2.716647325031576,5.097904422805634,1.8966941284026964,Iris-virginica
+75,7.68136433749027,2.808782079355831,6.709329498380957,1.9950579135322362,Iris-virginica
+76,6.811153669505028,3.189742598635721,5.830972342943916,2.2927047658993915,Iris-virginica
+77,7.695166456852293,2.8058295113127842,6.691641076815878,2.0136139363838326,Iris-virginica
+78,5.354063884753086,3.3857912023997323,1.4737231545386191,0.29812386170098293,Iris-setosa
+79,5.903422873195961,3.0,5.091590192867214,1.7894761862572495,Iris-virginica
+80,6.026181434747439,2.202512907101971,4.106207966199566,1.0079371907775414,Iris-versicolor
+81,4.400000599916578,3.1897420956371967,1.2672043453031034,0.19755853867454018,Iris-setosa
+82,5.888049206973532,3.0,5.098078471937332,1.8017754472517824,Iris-virginica
+83,6.6992923351252,2.489908667318002,5.938126368816755,1.7991081023317967,Iris-virginica
+84,5.544069510594264,2.656350953433607,4.45508078956308,1.2507434795300745,Iris-versicolor
+85,5.620109939220048,2.9021739563406492,4.057617940336457,1.2905291102707648,Iris-versicolor
+86,4.6139166893566355,3.6537495955526462,1.0,0.19406629596719016,Iris-setosa
+87,6.461633208712467,3.1897518809808734,5.089457477243111,2.016936418132079,Iris-virginica
+88,6.7201703090491405,3.271548330335966,5.764709295072768,2.099603881531925,Iris-virginica
+89,4.981851871696513,3.0,1.6601557865918193,0.20014408162421005,Iris-setosa
+90,5.7477843150578565,2.641247898821051,3.996387191664797,1.025637626622095,Iris-versicolor
+91,5.7972540261725,2.722450501637273,4.169029870303956,1.0359799938153567,Iris-versicolor
+92,5.107119680572844,3.486428683205209,1.4051101007321718,0.1977316193945723,Iris-setosa
+93,4.807949622824964,3.403685742360428,1.6715892317629126,0.1958080966551392,Iris-setosa
+94,5.200917490925911,3.3982881527830395,1.4095135013468347,0.20457351904005097,Iris-setosa
+95,5.707411108241323,2.6653140341412973,4.199752164675593,1.1219680129468854,Iris-versicolor
+96,5.82280158921295,2.7324149647446543,4.162808130978384,0.9932319349038996,Iris-versicolor
+97,4.8196518353846605,3.0,1.3875496698974978,0.1,Iris-setosa
+98,5.708967513240497,3.0,4.200118207247186,1.1908591567299236,Iris-versicolor
+99,4.488052556655672,2.2689680179176666,1.2853841289509722,0.29097979199054685,Iris-setosa
+100,4.889396061166243,3.1030899543264585,1.4788392302438944,0.10000009957737976,Iris-setosa
+101,4.986895664839286,2.0,3.1932055885229804,0.9466645728547649,Iris-versicolor
+102,5.777006489909751,2.7902467475432413,5.0947128891443345,2.3886443337932253,Iris-virginica
+103,6.268253999595681,2.8945316694732206,5.591663714415887,1.8042644852813385,Iris-virginica
+104,6.482678937196989,3.0,5.780263015889824,2.206789341629666,Iris-virginica
+105,5.779258216537283,2.693150347984761,4.088262443301637,0.9576106159811426,Iris-versicolor
+106,5.668474689983269,3.0,4.1769464557382365,1.2003584196155646,Iris-versicolor
+107,5.819036915321874,2.7041647836965637,5.123724936735327,1.9127451893164216,Iris-virginica
+108,5.41358195984636,3.7756958123124504,1.5337989513643076,0.34606637478380337,Iris-setosa
+109,6.718669780899989,3.0,5.014088562618969,1.7120640774010318,Iris-versicolor
+110,4.4,3.224754293800586,1.2821460498051094,0.200702298166902,Iris-setosa
+111,5.79936658864975,2.6947693665983725,5.115745615302594,1.8904120481436748,Iris-virginica
+112,4.808150640364542,3.0,1.3799640387978847,0.1,Iris-setosa
+113,5.883953211337589,3.0,5.088323087950922,1.8030370198069234,Iris-virginica
+114,7.294804015590051,2.888941087178037,6.260162175990269,1.7968737868670326,Iris-virginica
+115,5.811371312875432,2.7091474624376652,5.100599054755684,1.899668324994146,Iris-virginica
+116,5.813370988693567,2.6939477291302363,4.184434241129398,1.0128267175009311,Iris-versicolor
+117,4.596637535286913,3.1780502743193444,1.4069005309006861,0.20070365830426232,Iris-setosa
+118,6.286174919291458,2.8921959696367643,5.601483264062071,1.807171901042839,Iris-virginica
+119,5.081419012233737,3.490979687009505,1.3988302151571466,0.19914980967797355,Iris-setosa

iris/tab_ddpm/7_4/18/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/7_4/18/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+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/7_4/18/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/7_4/19/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.954483425951543,3.0,5.13953059777754,1.8016971850030388,Iris-virginica
+1,5.413891215051493,3.9118744238037975,1.2787677320929245,0.44547623193035624,Iris-setosa
+2,7.221089293700091,2.72341458273848,6.269480069527014,1.8193699093589661,Iris-virginica
+3,7.702980598224043,2.5816107733044595,6.9,2.2974129274360484,Iris-virginica
+4,6.499266444012757,3.0,5.785927368780235,2.2065038213226638,Iris-virginica
+5,6.456194296451708,3.0,5.500504287137033,1.8049657538831623,Iris-virginica
+6,4.910335828124205,3.0,1.4385992635049256,0.20382554187399746,Iris-setosa
+7,6.3109194116195475,2.912767320516186,5.5739998200716006,1.8085825356660603,Iris-virginica
+8,6.793157013184693,2.8070183576183503,4.843023514792525,1.4132821984280286,Iris-versicolor
+9,6.311594194969863,2.8987709257547554,5.621175609944041,1.799140311348624,Iris-virginica
+10,4.893257559468478,3.0722339982652747,1.5056104841119666,0.10000009635195113,Iris-setosa
+11,6.008085239230621,3.400427238937667,4.484931008595436,1.6034860130431479,Iris-versicolor
+12,4.824427233823728,3.0,1.388569128539432,0.10000011274108149,Iris-setosa
+13,6.7222237881070335,3.0,4.991250508470268,1.6830740396404356,Iris-versicolor
+14,7.724144215072965,2.8024018476166193,6.728803549104616,2.0190529706524702,Iris-virginica
+15,5.1404813531723335,3.5983108612375436,1.4252189191598212,0.2001730864151469,Iris-setosa
+16,6.119546609188532,3.0,4.605884637250989,1.4152153461434982,Iris-versicolor
+17,5.762055317839954,2.691502160762386,5.096738688798191,1.898812168472419,Iris-virginica
+18,6.427061981456915,2.911916574669641,4.323406544691402,1.3109973344644155,Iris-versicolor
+19,6.7046464582174385,3.2884085875515305,5.710148053126879,2.4999995879391705,Iris-virginica
+20,5.782485817289839,2.719008809057748,5.124017916869426,1.8947631771821398,Iris-virginica
+21,6.247641229881455,2.912435224740641,5.564069846272799,1.7969538702288879,Iris-virginica
+22,5.528867942058328,4.199999222060963,1.4089808844075729,0.19886897558368963,Iris-setosa
+23,4.912136979194332,3.0,1.4103380691060994,0.19698902820359215,Iris-setosa
+24,6.695319787946559,3.3098305165696833,5.73955100808454,2.499999474356109,Iris-virginica
+25,7.291367242517038,2.9073492080727816,6.236585348127707,1.8027542527122002,Iris-virginica
+26,6.698813867285327,3.312459672760986,5.68482369596057,2.5,Iris-virginica
+27,5.7055869224873454,2.999800369837258,4.214441093097954,1.2372778006479968,Iris-versicolor
+28,5.800341129813351,2.683783088833971,4.020021667123113,1.0075547950250583,Iris-versicolor
+29,6.690972573346625,3.3115540749243886,5.712772775298138,2.5,Iris-virginica
+30,5.406570333348941,3.0,4.4684677492700695,1.5251004686532046,Iris-versicolor
+31,7.674901326893615,2.6006418713189845,6.8999989380527476,2.285986323680871,Iris-virginica
+32,6.297258070218137,2.5315023073551024,4.980104699331055,1.8822653135994771,Iris-virginica
+33,4.602274091719197,3.6037962851489063,1.0,0.19879526334475717,Iris-setosa
+34,6.267058876277008,3.0,4.516424300849732,1.3929267060363895,Iris-versicolor
+35,5.511902353698734,2.430851713863139,3.728864882480787,1.021001317539008,Iris-versicolor
+36,6.833955659936821,3.0859841267170913,5.323094251062556,2.280291601646621,Iris-virginica
+37,5.044729593009361,3.5197829430296155,1.4017783854956172,0.20085604401015814,Iris-setosa
+38,6.466265869134487,3.0,5.537910671792578,1.8054050530998222,Iris-virginica
+39,5.4189701583136,3.8484742341718787,1.3554303520414137,0.3487160293363075,Iris-setosa
+40,5.7029506922074376,2.799453475001834,4.513193662552029,1.3078104144599667,Iris-versicolor
+41,6.1879653916909545,3.3946627971958647,5.433198921506089,2.2976470221389014,Iris-virginica
+42,5.173123105277358,3.702005847592069,1.4415512618054787,0.29235907143100637,Iris-setosa
+43,6.043109167828763,3.39517578835475,4.519874602989314,1.6122321224527185,Iris-versicolor
+44,5.655295312778337,3.0,4.524333742447093,1.5128649846971869,Iris-versicolor
+45,5.41102518376364,3.4119978012192806,1.7096301328236043,0.201340557665027,Iris-setosa
+46,5.1139184820930375,3.2979978741561964,1.812225341428632,0.43895571273459066,Iris-setosa
+47,5.221862241793479,3.4024358928305634,1.3996783330096965,0.1984984464675731,Iris-setosa
+48,4.608080813274533,3.2040061687515173,1.4073910103477192,0.20147496257242314,Iris-setosa
+49,5.740448276898778,2.88019826305689,4.137654663208043,1.2629517487004607,Iris-versicolor
+50,7.701431794372938,2.6102389173439953,6.899998618613486,2.345647986934899,Iris-virginica
+51,7.11034089903436,3.0,5.876409312185349,2.0956137282998637,Iris-virginica
+52,5.397125429025314,3.3889367854618326,1.5133471380042256,0.4445437063396183,Iris-setosa
+53,5.507990926752251,3.0,4.482393773697902,1.4898446051504122,Iris-versicolor
+54,6.818996020666924,2.7912077025211772,4.820715293880308,1.3988811289896999,Iris-versicolor
+55,6.710280613956625,2.502817976407459,5.804946284620064,1.7993645881282663,Iris-virginica
+56,4.4987263064095835,2.315662884303925,1.2898979573757006,0.33256856806553564,Iris-setosa
+57,6.013438489107839,3.0,4.572827878637956,1.382537585257205,Iris-versicolor
+58,5.532478673526742,2.6073245405970873,4.4086424102304616,1.2286577993646413,Iris-versicolor
+59,4.788129976633689,3.3845703250014214,1.9422530468445731,0.19730410587438113,Iris-setosa
+60,6.369171312901105,2.879399439441283,4.2978143363188135,1.284111614717799,Iris-versicolor
+61,7.9,3.8368457592469656,6.430803326597186,2.0277822184216316,Iris-virginica
+62,6.2726789417085245,3.3287424646593657,4.6877861598216874,1.6016434751440725,Iris-versicolor
+63,5.088714079091254,3.4881198217999394,1.391912976379356,0.19853052313817998,Iris-setosa
+64,7.113901086753068,3.0,5.9647437492063275,2.1019996384461668,Iris-virginica
+65,7.9,3.703927020451625,6.409934789383607,2.01644217585964,Iris-virginica
+66,4.897781454744925,2.3869007267733653,3.279878806183766,0.9407003976339843,Iris-versicolor
+67,5.136794443320814,3.437244575147054,1.400831246088826,0.2005198829206585,Iris-setosa
+68,6.680263029718808,3.0,4.988438179347833,1.7272145996862636,Iris-versicolor
+69,5.838806131581507,2.9185438032013034,4.4866726225934555,1.4503953674213732,Iris-versicolor
+70,6.906849287037222,3.105624015307498,5.083284356021559,2.30367091607769,Iris-virginica
+71,6.313007911054729,2.4543352054242265,5.007271435183623,1.9114425442640879,Iris-virginica
+72,5.486078994878074,4.2,1.4060222963439617,0.19789582369357722,Iris-setosa
+73,7.636593376262811,3.0,6.6326634963415545,2.0976100364735295,Iris-virginica
+74,7.705085645161618,2.8058363176449173,6.67992330231285,1.9936969634728012,Iris-virginica
+75,5.497341731563187,2.5446146849627844,4.241840667439516,1.1430467961998985,Iris-versicolor
+76,5.6775674159395395,3.0,4.209743327329682,1.2474615267889138,Iris-versicolor
+77,7.304956475916017,2.898002835434666,6.270285698248979,1.795390678614452,Iris-virginica
+78,5.586605247519598,3.0,4.089996031493532,1.296353796960945,Iris-versicolor
+79,5.709161949724829,2.88950275312464,4.219428904515241,1.292848460545411,Iris-versicolor
+80,6.201821560411571,2.1950817783057373,4.489403711721771,1.4966009822947226,Iris-versicolor
+81,6.2851048465016675,3.3128158522519646,4.691408070457805,1.6115738238083464,Iris-versicolor
+82,5.001727088092836,3.0,1.7139402870497218,0.20117705882406933,Iris-setosa
+83,5.360195061328469,2.394712657951831,3.579756170507147,0.9154309168656762,Iris-versicolor
+84,5.007184622990802,2.0,3.6050203075716447,0.9375110192563056,Iris-versicolor
+85,4.605700894089123,3.5843216113527947,1.0000004414176404,0.20287086411767175,Iris-setosa
+86,5.098019058781699,3.3340173394010124,1.742260564354317,0.4827108109642556,Iris-setosa
+87,5.499143813851872,3.0,4.517056303477643,1.4974961248843368,Iris-versicolor
+88,6.057850949618816,3.0,4.566993252081841,1.4605603539883865,Iris-versicolor
+89,5.6948073124281775,2.552306039704424,3.9712399429776815,1.0534553246338316,Iris-versicolor
+90,6.7092259253541515,3.3094571481998973,5.731662195442614,2.5,Iris-virginica
+91,4.998018727907829,3.4103575017171557,1.590945203950316,0.44562580986037253,Iris-setosa
+92,5.531615124555062,3.0,4.520038205560098,1.481016406260231,Iris-versicolor
+93,5.599079562551277,2.6124501115567793,4.3955436078642,1.208321292116618,Iris-versicolor
+94,6.8293207429082745,3.2109659466190283,5.804792207632688,2.306996169576847,Iris-virginica
+95,6.69047867058628,3.1028694435106075,4.668314830864953,1.4847078134516658,Iris-versicolor
+96,5.777002289593663,2.715267065501127,5.110707817445192,1.8935975619181233,Iris-virginica
+97,4.588610165168202,3.583492743843157,1.0,0.20235074852950935,Iris-setosa
+98,5.98244890875392,2.209984145309524,3.977942236716827,1.0082714226885778,Iris-versicolor
+99,4.870523800442122,3.050352108641492,1.4821094535497765,0.10000009028434581,Iris-setosa
+100,5.079537485300329,3.534860681076739,1.3954738228749646,0.1998033572798824,Iris-setosa
+101,6.183151296207406,2.195001321281447,4.508899205624142,1.5116579094685476,Iris-versicolor
+102,5.3077324841002484,3.7466296979116223,1.5160105518557656,0.2024093371474537,Iris-setosa
+103,5.548410233658066,2.4474447859892714,3.7726955640714666,1.0101840411745464,Iris-versicolor
+104,5.549371846547363,4.2,1.4009200232084096,0.20513789194718177,Iris-setosa
+105,5.975691756766368,3.4080647559515707,4.442864041894471,1.601343347219232,Iris-versicolor
+106,5.086662441365293,3.688031358564463,1.5001943203969814,0.390383437289897,Iris-setosa
+107,7.607155117432666,3.0,6.615973132130281,2.0871461027783993,Iris-virginica
+108,6.563910552892648,2.944023789245844,5.722255167235907,1.801457428717363,Iris-virginica
+109,6.193691913415977,2.210995917206586,4.472629622244972,1.461776815895958,Iris-versicolor
+110,4.9213213019412345,3.106437547558266,1.491051240383627,0.1000000988143087,Iris-setosa
+111,5.370318187902387,3.3961665411696744,1.6345011837937022,0.20019188252266001,Iris-setosa
+112,7.159540642976124,3.0,6.0054202170227855,2.1002898892834736,Iris-virginica
+113,6.301416254965168,2.2881243254994295,4.383934442544413,1.3069028693705338,Iris-versicolor
+114,5.047357661213205,3.575243320071694,1.404968092344703,0.20002551804536609,Iris-setosa
+115,7.9,3.7778967608765726,6.404422371873136,1.996079306418826,Iris-virginica
+116,5.962074561095169,2.9003577645932794,4.496787700471663,1.501355737685039,Iris-versicolor
+117,7.678099233331941,2.799644080974122,6.678429209972282,1.9801019107791165,Iris-virginica
+118,4.605391026192365,3.202699752296519,1.398527264151649,0.19938809226598356,Iris-setosa
+119,4.501627091420567,2.3282666779343635,1.295237203951999,0.2960011328228186,Iris-setosa

iris/tab_ddpm/7_4/19/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/7_4/19/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+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/7_4/19/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/7_4/2/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.3019003447111865,2.7108777199801173,4.887387014506742,1.8071320352218865,Iris-virginica
+1,4.5977765651747795,3.642946277238274,1.0,0.2037827761596419,Iris-setosa
+2,6.534691947791916,3.0,5.512723675513192,1.8082794735739303,Iris-virginica
+3,6.866844183480509,2.79593245517157,4.794154601718857,1.3913780298176703,Iris-versicolor
+4,6.201466896100726,3.3948324608398712,5.448265534823062,2.287631055588995,Iris-virginica
+5,5.014875448456548,2.0000006007525806,3.5496092632189216,1.0042065033218979,Iris-versicolor
+6,4.989340722298931,3.0,1.5674434956740793,0.19873354888515754,Iris-setosa
+7,4.789237845861502,3.3735167956341194,1.56212259501058,0.19927956225118504,Iris-setosa
+8,5.4970804666662,3.0,4.4782207688425135,1.4819856982193926,Iris-versicolor
+9,5.6305212242135605,3.0,4.525822162827973,1.5390624147746985,Iris-versicolor
+10,5.5536533542229005,4.199998966894823,1.4075023756190135,0.2044456308808742,Iris-setosa
+11,5.821723408302616,2.723426864098792,4.1856493910322286,0.9747868494010055,Iris-versicolor
+12,5.670613809402498,3.0,4.092455204992412,1.2716096636560155,Iris-versicolor
+13,6.348148709814344,2.9290594391656426,5.5523190684972406,1.799605811142162,Iris-virginica
+14,5.7933192626542365,2.6952230320779407,5.094373195376473,1.905412585662546,Iris-virginica
+15,5.706133548846762,2.890772293277342,4.204754583992138,1.3007769068189483,Iris-versicolor
+16,6.295555958108826,2.6874965177004033,4.916372854418379,1.8059439969235485,Iris-virginica
+17,5.284076793479964,3.6517323133817134,1.4857788356427397,0.20023554098016197,Iris-setosa
+18,7.721865009507224,2.600714476945969,6.9,2.2987227620740445,Iris-virginica
+19,5.043415480586672,3.358283007605685,1.7200163522559275,0.4711408530467292,Iris-setosa
+20,7.7338122029048995,2.59512565636289,6.9,2.3015782744062614,Iris-virginica
+21,5.796976605677975,2.708561003720713,5.094996922619961,1.909088933244748,Iris-virginica
+22,5.814964872006047,2.6941135890688925,5.094496790480606,1.9114333453198527,Iris-virginica
+23,6.205217952069201,3.388038008065975,5.396324857692376,2.3036942082900245,Iris-virginica
+24,5.593004125076332,2.552305019664051,3.9383630939396266,1.1191737446886172,Iris-versicolor
+25,4.9822153216174865,3.431635678545708,1.6217443513432137,0.31101885250689576,Iris-setosa
+26,7.703265634469945,2.7971597945032656,6.6990700726322165,2.0216282360914652,Iris-virginica
+27,4.809748811973221,3.395175964398017,2.0552201855057337,0.20162334207836938,Iris-setosa
+28,5.073991569826274,3.6386736682670353,1.4983163132843274,0.37216868656388746,Iris-setosa
+29,5.493027528719621,3.0,4.511409659446381,1.4988720700344473,Iris-versicolor
+30,4.400000447450517,3.2209698459908873,1.295907926367713,0.18852473448432033,Iris-setosa
+31,4.600613804073149,3.2072367237921053,1.3861753707945113,0.2005328189820308,Iris-setosa
+32,5.990663888567624,2.208994253512442,4.028689558513438,0.9825512678927821,Iris-versicolor
+33,4.892283438985984,2.429452952901014,3.354557438072394,1.0077318088519749,Iris-versicolor
+34,7.711049295046526,2.5755439668088784,6.9,2.290314014845351,Iris-virginica
+35,5.669517572573502,3.0,4.038815284915367,1.2937934020354969,Iris-versicolor
+36,4.902689028744262,2.4005637690559816,3.3153165195246554,0.9911324757268962,Iris-versicolor
+37,7.9,3.8001880049034518,6.396892719538028,2.0100589376576368,Iris-virginica
+38,6.704842623694328,3.108664772991971,4.699569444361065,1.482502220269587,Iris-versicolor
+39,4.603406183070401,3.595873221977032,1.0,0.19549512915007972,Iris-setosa
+40,5.522046042433733,3.0,4.49450744871222,1.490872501607517,Iris-versicolor
+41,5.503631432076709,4.2,1.4069899299062052,0.19499034719387404,Iris-setosa
+42,7.566970393036297,3.0,6.5619463467606876,2.084702379413863,Iris-virginica
+43,5.003057374536039,2.0000005576191477,3.5210273871076527,0.9337736243928636,Iris-versicolor
+44,5.660308741648718,2.8832199153699416,3.875040042369889,1.2998222427646304,Iris-versicolor
+45,4.908891991763606,2.4186690363713415,3.439410811278257,1.0211100987428783,Iris-versicolor
+46,5.99384778448504,2.8591953281619107,4.524918503115826,1.4735921094823567,Iris-versicolor
+47,6.225117744663195,3.312487016485252,4.684864646770988,1.672918623234954,Iris-versicolor
+48,6.213198257920974,3.39960243335578,5.434889610725893,2.2963650290983915,Iris-virginica
+49,4.7954922068863555,3.0,1.4015513835826128,0.298443551367482,Iris-setosa
+50,5.755509133146745,2.8307054356064913,4.365948725307019,1.319521609011166,Iris-versicolor
+51,5.3964191180831556,3.9104437077528793,1.290885799030459,0.3392027690625825,Iris-setosa
+52,4.788226491319399,3.405257934645174,1.7114733440219303,0.2015738663940762,Iris-setosa
+53,5.787971870731575,2.8326252103391867,4.519059284711368,1.3468039741232836,Iris-versicolor
+54,5.0095412333969795,3.0,1.5729427623372463,0.19704366725214972,Iris-setosa
+55,6.504482424784727,3.0,5.8271499489041325,2.2076365711600507,Iris-virginica
+56,5.432237678200592,3.396269349569899,1.7214995076887654,0.19733037353530145,Iris-setosa
+57,5.795690923523154,2.735761242592381,4.171517937398025,1.0612646939355495,Iris-versicolor
+58,5.5929535117319364,2.942471826083148,3.784705009079248,1.299913155915468,Iris-versicolor
+59,6.8131211294292084,3.221774645505703,5.910231247793145,2.307755999993741,Iris-virginica
+60,6.577427046868122,3.0,5.842886104761233,2.1797476173031645,Iris-virginica
+61,5.672084038618317,3.0,4.521319262575326,1.5117680631581774,Iris-versicolor
+62,6.338549317373195,3.283869448135626,4.724302680200302,1.5880287592692328,Iris-versicolor
+63,6.703679636064787,3.0,4.999859086541472,1.6967286847308904,Iris-versicolor
+64,5.171298945642796,3.5419020006569095,1.4382580716383502,0.20487458413025497,Iris-setosa
+65,4.4,3.2284118355625124,1.2985465652060015,0.19829784790458221,Iris-setosa
+66,5.498432353711681,3.0,4.495336296277591,1.4841592911089518,Iris-versicolor
+67,5.612792227669872,2.982076637040286,4.478677013656412,1.4593883905655047,Iris-versicolor
+68,5.910969264838949,3.2017072706390795,4.818856517260231,1.7825331151525563,Iris-versicolor
+69,6.799860301687064,3.1862002288894984,5.72346958050489,2.311804988469241,Iris-virginica
+70,5.196097294170167,3.393689039309542,1.402487666370362,0.1991505134081698,Iris-setosa
+71,5.992754487853848,3.3903915709008325,4.4841584253635265,1.6080227014786062,Iris-versicolor
+72,5.812962159098817,2.797372712019687,5.116919225889394,2.3971935446363934,Iris-virginica
+73,4.997630638111396,2.0,3.4594314460727107,1.0171304526859142,Iris-versicolor
+74,6.839669598537165,3.1752592141472094,5.670263005202511,2.2903407460386553,Iris-virginica
+75,5.783007986651006,2.6821351058180634,5.125936738020851,1.8952081707640993,Iris-virginica
+76,5.459822795710505,2.5754585846413907,4.353067633709835,1.1699461319809494,Iris-versicolor
+77,5.627837901247759,2.8821219391910233,3.6598059003521946,1.3040693035825652,Iris-versicolor
+78,4.817961007282844,3.0,1.3813369244562685,0.2790910988019131,Iris-setosa
+79,5.807987956291708,2.712403843445439,5.098636579557861,1.8898178408194903,Iris-virginica
+80,4.997468355028463,2.0000006435286757,3.47775370203881,0.990679539401595,Iris-versicolor
+81,6.687113936476402,3.0,4.995148477229486,1.6983809376712977,Iris-versicolor
+82,4.789423027877209,3.0,1.3999753194068472,0.31169001919853606,Iris-setosa
+83,4.996899390524232,2.0,3.491046617763262,1.0196404222048598,Iris-versicolor
+84,4.603508610475105,3.199675747666168,1.3826131933120063,0.20175743507474725,Iris-setosa
+85,6.491639588349088,3.1698631565343067,5.1031570622507685,2.001736093674394,Iris-virginica
+86,5.507859116081584,3.0,4.359286311332409,1.391072580457626,Iris-versicolor
+87,5.6455329563440975,2.905536975173541,3.841618020949471,1.3074493594531713,Iris-versicolor
+88,6.852489794744351,2.797281395833435,4.7913784272485245,1.3934150987832956,Iris-versicolor
+89,6.698173562713196,3.275692848182402,5.6520891804936735,2.101668638874212,Iris-virginica
+90,5.589513812463187,2.5382659009135886,3.881950319058782,1.099271025744323,Iris-versicolor
+91,4.910849733325928,2.3969547206233974,3.442578682668299,0.9999133223591046,Iris-versicolor
+92,5.209763319151507,3.392554103802313,1.392359646353705,0.2016929162228117,Iris-setosa
+93,5.629883827148357,2.744131392581177,4.479437135979171,1.2590601673370923,Iris-versicolor
+94,6.166965274274618,2.814065212258928,4.680779935871948,1.2252023715027427,Iris-versicolor
+95,6.703370120961424,3.0,4.975466352899514,1.685907062016897,Iris-versicolor
+96,6.672932515203125,3.0,4.961947301065769,1.6924115572687262,Iris-versicolor
+97,6.280243991419215,2.5085218509552853,5.019843221122265,1.8883937614257207,Iris-virginica
+98,4.597436165872379,3.608215185010243,1.0000003620389262,0.19123983869433314,Iris-setosa
+99,5.608142670120977,2.4664672830080643,3.911278575880979,1.0789024884399288,Iris-versicolor
+100,5.819577802228698,2.896903555055733,4.414681004482846,1.3733000256772603,Iris-versicolor
+101,5.6021890984924285,2.512374607954744,4.017731947574251,1.1091202971850826,Iris-versicolor
+102,5.455895608376556,3.0,4.488835975919111,1.4974858518901704,Iris-versicolor
+103,6.688376171800776,3.07398781163697,4.6329317219452895,1.4704151918744761,Iris-versicolor
+104,6.16298574806309,2.843441266385271,4.434015147037003,1.2469260606607797,Iris-versicolor
+105,5.788356240551148,2.818124591906653,5.102155971376435,2.3990187681452326,Iris-virginica
+106,4.400000448818845,3.234175902050135,1.2982354477073994,0.19569598596934135,Iris-setosa
+107,5.080712813932977,3.695905372712879,1.490176038017527,0.37469470146337586,Iris-setosa
+108,5.696902090629947,2.576106037323324,3.9343489525180835,1.1031944089747001,Iris-versicolor
+109,5.4022626847696245,3.4029863544565395,1.5051840648251371,0.45018405121275196,Iris-setosa
+110,5.703297167101726,3.8110129130796597,1.6463443532196649,0.31844529358984075,Iris-setosa
+111,6.712205247800654,3.312359813838556,5.7474536281666735,2.5,Iris-virginica
+112,6.026824104361328,2.912312046137228,4.517073636866445,1.4995754836490554,Iris-versicolor
+113,4.8001774406595725,3.397411452916015,1.9032026985008772,0.2018990611577346,Iris-setosa
+114,4.78628986658908,3.0,1.4004043555938714,0.3336308651676271,Iris-setosa
+115,4.4,3.1772202411849992,1.2954797096788837,0.19925954103597082,Iris-setosa
+116,5.208091332485266,3.4058713544326595,1.4029669927194592,0.20238344576051967,Iris-setosa
+117,6.704733038862305,2.5120113116914737,5.772403626949739,1.789086682568542,Iris-virginica
+118,6.280273611295318,2.899340595326634,5.586797875145032,1.8031101578773991,Iris-virginica
+119,5.225712332220958,3.5682130437284796,1.4529646947752106,0.20182531018386737,Iris-setosa

iris/tab_ddpm/7_4/2/test.csv

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