a

iris/tab_ddpm/6_3/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.713123710016587,2.6640307461439616,6.899996364631182,2.2780090332983693,Iris-virginica
+1,6.1457147074607885,2.654125072752998,5.601079766808179,1.472510137839812,Iris-virginica
+2,6.294941283276782,2.4128460878108515,4.759745067672942,1.4925045992941552,Iris-versicolor
+3,6.543500464246259,3.0,5.812683753612208,2.202149432343592,Iris-virginica
+4,5.720591592190711,2.8222219077841846,4.50800812979818,1.305095255919988,Iris-versicolor
+5,6.092344530369432,2.598532743305024,5.567729185912646,1.3962978740789684,Iris-virginica
+6,5.131794087716296,3.4819766158097436,1.3993122175449821,0.20292219079227686,Iris-setosa
+7,5.648733921681463,2.5596364031843772,3.9625283638102586,1.0931388650642149,Iris-versicolor
+8,6.923169354282953,2.815961095977596,4.8309742924647505,1.4033796488889019,Iris-versicolor
+9,5.050046287425021,3.503420624751858,1.394187935552051,0.19827994626178996,Iris-setosa
+10,5.575941063311177,3.0,4.09829919136423,1.3153198704628013,Iris-versicolor
+11,5.419535034703421,3.9,1.2952886481036017,0.3645400266354481,Iris-setosa
+12,5.566410065986937,2.6093077598337313,4.42964841750849,1.2070202663930332,Iris-versicolor
+13,5.065694653775612,2.4753827284278698,3.044429711091018,1.0773083196567714,Iris-versicolor
+14,5.517732116168715,2.378014605881688,3.6220001881869384,0.9590931358911587,Iris-versicolor
+15,6.560969515379253,3.0,4.396983201287357,1.3927126028801633,Iris-versicolor
+16,5.498407860768859,2.609042451390111,4.4041405111343455,1.2123339692992063,Iris-versicolor
+17,5.421563776091634,3.8999996250037627,1.3435071577784652,0.4126311094552244,Iris-setosa
+18,4.97404540079917,2.4172475333650225,3.286703419794258,1.0328045821171756,Iris-versicolor
+19,7.651927593003498,2.8862107741037932,6.6448483239615665,2.017604891337109,Iris-virginica
+20,4.642424541152108,3.4012087837971205,1.3961145011408354,0.30731258569341435,Iris-setosa
+21,5.212703327665825,2.695945929395292,3.8722216943633145,1.39412628260459,Iris-versicolor
+22,4.969420273631118,3.4151617556608502,1.4945095293153157,0.3536776219155997,Iris-setosa
+23,5.216490146870051,2.50774557590431,3.391714487444501,1.1083357742529478,Iris-versicolor
+24,4.945194742709873,3.0,1.4069855955126984,0.19647397818359302,Iris-setosa
+25,5.625984537242059,3.0,4.5158091039654975,1.5002207464600243,Iris-versicolor
+26,5.85379583680671,3.0,4.210536772635814,1.4472743899041027,Iris-versicolor
+27,6.935687384383762,3.0901674255723997,5.117655677946978,2.2962113067147873,Iris-virginica
+28,6.666260987752299,3.2889736253715607,5.667405073852963,2.5,Iris-virginica
+29,5.415484155274558,3.4007764094653123,1.4996209079789395,0.4265088403879401,Iris-setosa
+30,6.702266343803555,2.5232780159906647,5.831508755390573,1.8105524786127687,Iris-virginica
+31,5.614992551844822,2.616413524036603,4.366439381473697,1.1892503286821756,Iris-versicolor
+32,4.785146586439739,3.0,1.3865494330019226,0.36952236318234394,Iris-setosa
+33,4.8172809626409245,3.0,1.401663167377929,0.28552314167483933,Iris-setosa
+34,5.024916306893104,2.0,3.636801981264507,0.8027555264828985,Iris-versicolor
+35,7.89999885288686,3.7999380031573837,6.375787299162666,1.9863113233649383,Iris-virginica
+36,6.802294005324862,2.8000771842680434,4.799152667569408,1.4023862063183152,Iris-versicolor
+37,5.029834137014135,2.0,3.624195189856882,1.0202951133479998,Iris-versicolor
+38,6.643171128945712,3.280918856642968,5.553822609757533,2.055212328409536,Iris-virginica
+39,5.8263964366479755,3.124118047303828,4.3968711412941595,1.5097238985281656,Iris-versicolor
+40,4.63352229474988,3.418480203204384,1.4021676641338527,0.31255280921585693,Iris-setosa
+41,5.366565331621418,3.3924736569452683,1.4973825831204375,0.3555821822140416,Iris-setosa
+42,6.926389539929664,3.083681800759437,5.124377416037993,2.2957027456938075,Iris-virginica
+43,6.05830932240841,3.4018157899355823,4.496432639447055,1.5831231209105063,Iris-versicolor
+44,6.30846909701065,3.2636038005066004,4.702941664302369,1.5771019429484536,Iris-versicolor
+45,5.737398246952519,2.754582256257526,4.22951460420443,1.1449110858412723,Iris-versicolor
+46,6.794261717192361,3.0,5.514825155456904,2.0971736487023898,Iris-virginica
+47,4.769294795520952,3.0,1.3891012831140004,0.3125642687942582,Iris-setosa
+48,6.387412052668234,2.9905028859590264,5.510435364213274,1.8015705178698345,Iris-virginica
+49,6.703344595314832,3.305368836976043,5.697809068520451,2.090468857237821,Iris-virginica
+50,7.695704700292753,2.5893014849725042,6.899998598388958,2.286331529750639,Iris-virginica
+51,5.37273031311565,3.8999995972446206,1.317420254659005,0.42055891619675406,Iris-setosa
+52,4.400000538580925,3.1738916211701205,1.3039805740355697,0.19544052618998836,Iris-setosa
+53,7.696190730010967,2.5929377813743524,6.899998826187139,2.2868820292194902,Iris-virginica
+54,7.603952216163981,3.0,6.5935419887839455,2.0983132380979463,Iris-virginica
+55,5.217562411073879,2.7005224128308383,3.9740945596216535,1.3857449219878635,Iris-versicolor
+56,4.971965647622108,2.0,3.4908473759241643,0.9201438558859625,Iris-versicolor
+57,7.899999012929465,3.800551716350952,6.397203715760924,1.9912374427919812,Iris-virginica
+58,5.0953352140187045,3.5161117203859003,1.4085258377635215,0.3358775151918904,Iris-setosa
+59,5.718727799468174,2.8052691445514357,4.543422936114269,1.3018559332075812,Iris-versicolor
+60,5.015172819458268,2.4378033217417414,2.9951255483464436,1.086344742092667,Iris-versicolor
+61,5.299302261773556,3.69777775725533,1.556476918120359,0.1987353653681297,Iris-setosa
+62,5.331524626688613,3.4104634095587367,1.499549021370858,0.34850413844463973,Iris-setosa
+63,6.307844195889859,3.401528590725684,5.592499891227998,2.4034879095336317,Iris-virginica
+64,6.298504405548116,2.48805982394347,4.866489271059564,1.5013660488139156,Iris-versicolor
+65,4.789958758329652,3.4047708036943156,1.4991505321599026,0.19986402289151756,Iris-setosa
+66,5.496820588249997,2.397078699230139,3.7399486343353354,0.9848277464910737,Iris-versicolor
+67,6.559777701126944,3.0356521093204485,5.779086362124724,2.2392769874438443,Iris-virginica
+68,4.400000445138746,2.8975581445230825,1.401615906106676,0.20316031273638896,Iris-setosa
+69,6.301699501210572,2.4814876282679377,5.023999503140847,1.8989128950222134,Iris-virginica
+70,6.428144663498884,3.3597575415563,5.657015083673377,2.3432289090456844,Iris-virginica
+71,6.760264479873089,3.2471914703718703,5.753787417383064,2.2176542772846743,Iris-virginica
+72,5.584499129371281,3.0,4.522140399333215,1.5161136925954317,Iris-versicolor
+73,6.131268359409482,2.594685245946137,5.584645250175261,1.396062878202436,Iris-virginica
+74,4.591503310085464,3.591760835591368,1.0000004939031093,0.19795242843780717,Iris-setosa
+75,4.602372584328957,3.3810018344747084,1.3989164434906562,0.3124328527105975,Iris-setosa
+76,5.108096835951449,3.5059519568040702,1.3976206826962894,0.1996871378039781,Iris-setosa
+77,4.492493400776424,2.287264376772768,1.295462813002726,0.292845795137985,Iris-setosa
+78,6.283694801159413,2.272545092590409,4.3975762580340385,1.2632040309158095,Iris-versicolor
+79,4.898456398799484,3.1151674507458136,1.4915062513725523,0.1000000977159137,Iris-setosa
+80,4.499070957326433,2.27794386783416,1.3271073924700314,0.2998390815893036,Iris-setosa
+81,5.986986817274035,3.409566033215261,4.505810658172137,1.620797420901943,Iris-versicolor
+82,4.987635520281489,2.0,3.530627514205072,1.0061179913022287,Iris-versicolor
+83,5.214715439951545,3.405635004764745,1.4141484508799302,0.20451925945698063,Iris-setosa
+84,6.317741342615829,3.158400797680619,4.69849611814401,1.5111822897357021,Iris-versicolor
+85,5.596493419979755,3.0,4.146825291501568,1.301577546625825,Iris-versicolor
+86,5.072057135803595,2.467127167795994,3.017610034998304,1.0968141165059877,Iris-versicolor
+87,6.287649375507137,2.497608091903246,4.937787942046395,1.508841494404119,Iris-versicolor
+88,6.70654786929552,3.1045257560702915,4.741003951985116,1.5061731935486866,Iris-versicolor
+89,5.408621774865427,3.4205895597524756,1.7498413193561848,0.1992361721174968,Iris-setosa
+90,6.224629780205006,3.188092555077064,4.631311870228891,1.5137962712775637,Iris-versicolor
+91,6.296319916622347,3.3722822147125293,5.610612413487902,2.3939679757685783,Iris-virginica
+92,6.81493852588603,3.0,5.4949116493614465,2.167943975813057,Iris-virginica
+93,5.3672426152561785,3.3994872081942042,1.6875251390917076,0.2064361512960956,Iris-setosa
+94,6.700161693975569,3.3072330307513673,5.71665377406453,2.0893539514616526,Iris-virginica
+95,4.400000598391017,2.921456990088271,1.3965717272852,0.1999365257470675,Iris-setosa
+96,4.82848366308277,3.0,1.424954029443685,0.10000009127592914,Iris-setosa
+97,4.81323008636401,3.0,1.4014825403015028,0.1,Iris-setosa
+98,5.738319997766353,2.804048506660835,4.463369832756569,1.2911149880643689,Iris-versicolor
+99,5.975314889642172,2.8484706154309034,4.54405173296321,1.4971274778709083,Iris-versicolor
+100,5.094208777271124,3.710688996304637,1.498878874198505,0.44091144850415764,Iris-setosa
+101,6.295828962209818,2.4936771844604344,5.028541435771743,1.8740990237731432,Iris-virginica
+102,5.621285641644783,2.984520312008245,3.9809274539915704,1.3057676635427866,Iris-versicolor
+103,4.944446995145671,2.4530674645936603,3.2595340087602755,1.055336510231431,Iris-versicolor
+104,6.502592338517501,2.9913723501084832,4.341089923076987,1.3655777715639077,Iris-versicolor
+105,6.738557310377424,2.4999750699937455,5.90240567396958,1.8143898758820427,Iris-virginica
+106,6.018599051249896,3.404486415348953,4.513270753707864,1.5728041507372084,Iris-versicolor
+107,7.107268323357265,3.0026200409001165,5.819333771271182,2.172274692519048,Iris-virginica
+108,6.475402143891969,3.0,5.515187556905895,1.793612456210029,Iris-virginica
+109,4.400000614889201,3.167342765330001,1.330917708759396,0.20084078300335917,Iris-setosa
+110,6.761228673634792,3.0,5.511139841068031,2.064972663130825,Iris-virginica
+111,6.10997146041665,2.81022539796788,4.726930624645625,1.199920559535157,Iris-versicolor
+112,6.638338329588944,3.1187802638587585,4.758874318317888,1.5166245900780666,Iris-versicolor
+113,4.9099094174951174,3.1137839635587348,1.5910676017444914,0.1,Iris-setosa
+114,6.692527701594556,3.089655646271222,4.697567408178242,1.4996436420258752,Iris-versicolor
+115,5.420404420040127,3.3803826203026364,1.7987375366029108,0.19611721356292033,Iris-setosa
+116,5.203757758047813,2.708080551627654,3.932093639671653,1.4015721702995116,Iris-versicolor
+117,6.302532835753582,2.5061622779567183,4.89649841323622,1.5104458407067076,Iris-versicolor
+118,6.68079780053476,3.2808671499828885,5.715938460668209,2.4999994589738725,Iris-virginica
+119,5.100677460367556,3.5079743944035227,1.3743705481655504,0.3395756192550351,Iris-setosa

iris/tab_ddpm/6_3/0/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/6_3/0/train.csv

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

iris/tab_ddpm/6_3/0/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/6_3/1/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.197471234818,3.3821225476725982,1.402595127533231,0.20164440257902846,Iris-setosa
+1,4.400000617435729,2.9067631623305847,1.400846936863036,0.2006111384797217,Iris-setosa
+2,5.335655845457649,3.7561872404716317,1.6730004966273628,0.3872134979276222,Iris-setosa
+3,5.406250411290599,3.89999956024509,1.3038552631831992,0.4015132579270879,Iris-setosa
+4,5.76923927435781,2.7738938033345697,4.067402021380611,1.126155985170404,Iris-versicolor
+5,4.83823935306005,3.0,1.3828256122439413,0.2711182571210336,Iris-setosa
+6,5.005213404863855,2.0,3.476604512986166,1.0535361162204468,Iris-versicolor
+7,5.889096275444253,2.732988422281109,5.221977420587096,1.8798230583977127,Iris-virginica
+8,6.0621064025215405,3.3935326452156978,4.5252863338595,1.596181795183483,Iris-versicolor
+9,4.828224437210662,2.4076686588314518,3.2412195003796045,0.9065109953869686,Iris-versicolor
+10,6.634069266784544,3.0556842460880578,4.633171861299258,1.4577130142058345,Iris-versicolor
+11,5.1787310122653105,2.695399671208594,3.8719492735623593,1.3958455791675366,Iris-versicolor
+12,7.339757222602598,2.8802636216636928,6.323081471236623,1.8115281938535546,Iris-virginica
+13,6.176367734480457,3.0547117850547827,4.579079144222617,1.5300311164542757,Iris-versicolor
+14,4.896636748147557,3.0,1.3846639484771717,0.20160426854924118,Iris-setosa
+15,4.400000497976759,2.8932083389215637,1.4006540572881152,0.18968717519398182,Iris-setosa
+16,5.0101694481787,2.0000004750093763,3.40838620123508,1.0048038159154615,Iris-versicolor
+17,5.458518356517758,3.398380167929417,1.768632835952889,0.19942241143534184,Iris-setosa
+18,6.272068347050476,2.540387582947851,4.968377466085768,1.5109312013565592,Iris-versicolor
+19,6.48600496066292,3.2069641052081073,5.160452042429935,2.005910437198728,Iris-virginica
+20,6.800880589329649,3.2087701738717915,5.871044787845197,2.2899230141409985,Iris-virginica
+21,6.723270850321891,3.2784057569358267,5.687053517645378,2.5,Iris-virginica
+22,6.71342537765857,3.288393257563508,5.681268628210744,2.5,Iris-virginica
+23,7.325600517886438,2.9024546973008305,6.303653195486391,1.802916766055045,Iris-virginica
+24,6.791183512787049,3.073102819809412,5.749297537987971,2.23134639578578,Iris-virginica
+25,4.8711600482445,3.0,1.404318118550828,0.2366982164079925,Iris-setosa
+26,5.072046034354378,3.5204190094790735,1.4016509798045864,0.2061023435162583,Iris-setosa
+27,7.732290712439317,2.5931844339995007,6.9,2.3094286033617166,Iris-virginica
+28,7.899998811354495,3.809755085566078,6.445495092343917,1.998107519264213,Iris-virginica
+29,5.811260506855469,3.0,4.293253036826038,1.5208037272372492,Iris-versicolor
+30,6.094252093310574,2.7977258907983917,4.671199378986242,1.181615137691839,Iris-versicolor
+31,5.788221918272746,2.7763259511979568,4.309030670446769,1.1627330571270638,Iris-versicolor
+32,6.733149647381014,2.5116351410396396,5.816263699357842,1.8011649566758807,Iris-virginica
+33,7.5769725916117645,3.0,6.581630761179762,2.0917458116443473,Iris-virginica
+34,6.7421610942687416,3.2785601371739808,5.740881860412042,2.1458634324544152,Iris-virginica
+35,5.297502482857234,3.724705932199513,1.5645180674636585,0.32277772458862364,Iris-setosa
+36,5.886722292291865,2.9879444657284275,5.036485659562432,1.80078855756832,Iris-virginica
+37,6.672692675379005,3.067597249445639,4.54648872780205,1.4987475199972333,Iris-versicolor
+38,6.0605513197103305,3.0417315326644703,4.57086102094167,1.430051793749442,Iris-versicolor
+39,4.591355288986659,3.5929468303214773,1.0000003901115668,0.1908928709205055,Iris-setosa
+40,5.117190715669605,3.4946363764388746,1.3811524733208755,0.1956360205061643,Iris-setosa
+41,4.84173319467838,3.0,1.4506683907359723,0.10000011994540102,Iris-setosa
+42,5.990924912782678,2.7108515249415213,5.064175019783977,1.5800702173811811,Iris-versicolor
+43,6.495654234316876,2.9136149655093,4.363996003706133,1.3328034518672534,Iris-versicolor
+44,5.761871765302428,2.8074082457657235,3.9976383857409044,1.1441408494021144,Iris-versicolor
+45,5.664893337837347,3.791957882284938,1.7945263088890189,0.31563064586747713,Iris-setosa
+46,6.3277909404846575,3.390277940618039,5.605740513420537,2.3993993314185182,Iris-virginica
+47,6.214287901096257,2.194413339404255,4.476125346511786,1.491065326872972,Iris-versicolor
+48,5.992699102523171,3.402702610761202,4.495253594071582,1.5797997550237752,Iris-versicolor
+49,5.289185452628947,3.6882358421467782,1.4940866216166147,0.20035488741856486,Iris-setosa
+50,5.597042420363049,3.0,4.526012036080862,1.5065416083015641,Iris-versicolor
+51,4.9024824043832895,3.0,1.400176849993406,0.19780280444024617,Iris-setosa
+52,5.701905020127006,2.826909457762466,4.08678022705096,1.2532052767840485,Iris-versicolor
+53,6.115253717248866,2.603511433302863,5.597677827572674,1.418403029520766,Iris-virginica
+54,6.415309273077634,3.0,5.431327773653545,1.8583644256109348,Iris-virginica
+55,5.096764411540911,3.49971401619655,1.401763649137895,0.301467646036681,Iris-setosa
+56,6.6859462137191485,3.298224992895513,5.698030762763479,2.1090689885991276,Iris-virginica
+57,5.719502957859094,2.821938139428894,4.197795381079107,1.19998859260726,Iris-versicolor
+58,6.358605340098244,2.967499406140687,5.571266451144445,1.8497828480461214,Iris-virginica
+59,5.19790211892498,3.394588979316887,1.4025031703707882,0.20106163705231486,Iris-setosa
+60,6.0157845796454685,2.86597249860243,4.615210795048144,1.262608889930351,Iris-versicolor
+61,6.927026948210769,3.08651684872248,5.079828840692573,2.30879394884172,Iris-virginica
+62,5.114165007073589,3.7858371871851015,1.5918989184079935,0.1990865723819253,Iris-setosa
+63,4.610583644337181,3.3801242652400143,1.4118177602788609,0.3089905953122416,Iris-setosa
+64,4.4,2.90581277191916,1.4055936723794895,0.19405636085730368,Iris-setosa
+65,5.61666885930918,3.0,4.180755996586522,1.3030800466990358,Iris-versicolor
+66,6.199052813597761,2.1998033489540596,4.510894920819374,1.4978380429865266,Iris-versicolor
+67,4.855826436646904,2.366459883264986,3.318662314385092,0.9720977256161394,Iris-versicolor
+68,5.182951882532649,2.481098801100194,3.1364646638668896,1.049414263599429,Iris-versicolor
+69,4.89098539344731,3.0,1.393121407149105,0.20019576455698251,Iris-setosa
+70,5.40636592104326,3.387948781816055,1.8895842327104173,0.20142835458561245,Iris-setosa
+71,5.5469069241797815,2.4879431282084523,3.883092070087814,1.098349986527907,Iris-versicolor
+72,4.508903953022136,2.286796701110326,1.2956123508483843,0.30872346280462054,Iris-setosa
+73,5.627388605359508,3.0,4.5143985973336305,1.5012194312414142,Iris-versicolor
+74,5.514491427036828,2.4202988449575726,3.7188597099406633,1.0072675574245538,Iris-versicolor
+75,5.876976612437976,3.0,4.214182274294632,1.4955438456426173,Iris-versicolor
+76,4.930841195006795,2.4214238006933266,3.290566460041608,1.018386969199151,Iris-versicolor
+77,4.4,3.144331471313654,1.3285696555261182,0.20089166479617665,Iris-setosa
+78,4.890090701764111,2.4025509354279113,3.15782863891658,0.9783286675146279,Iris-versicolor
+79,5.8124289059008944,2.709160693875891,5.153199044267814,1.913910699651881,Iris-virginica
+80,4.808706190483652,3.0,1.414999545883801,0.10000014192240692,Iris-setosa
+81,5.190839595252838,3.379649071655442,1.3928945529999588,0.20139370683655664,Iris-setosa
+82,6.081077672659891,2.6060497281990824,5.5842520373833455,1.3979982215124642,Iris-virginica
+83,5.98628061914716,3.3774353750184605,4.489031606934702,1.5461934783509466,Iris-versicolor
+84,6.940507421379356,3.0874692163060753,5.122174821470585,2.3061521303869843,Iris-virginica
+85,7.899998557048482,3.802573520944668,6.3356130533087995,1.9856088126583809,Iris-virginica
+86,7.899998837887026,3.7990371332082455,6.368538907358543,1.9994728283689627,Iris-virginica
+87,6.701720950269208,3.293186781349132,5.716389587528788,2.4999995875092584,Iris-virginica
+88,6.527695840169072,3.0,5.47761817668462,1.8485104827030912,Iris-virginica
+89,4.4,2.9216912014741507,1.37927357476873,0.19855132662871983,Iris-setosa
+90,6.0879292288536115,2.5691709183621723,5.583622486438721,1.4082989869531197,Iris-virginica
+91,6.126838625669482,3.37032749780546,4.589483003070959,1.595592350999249,Iris-versicolor
+92,5.000444201174866,2.0,3.46901467955705,1.0081181357506352,Iris-versicolor
+93,6.413562326717583,2.897202477412215,4.281764631061074,1.3015307605174815,Iris-versicolor
+94,7.258378050259661,2.902341066512843,6.26386587675567,1.7907562319731274,Iris-virginica
+95,5.252870000143097,2.7494944654624676,4.005357987053264,1.4052519299636628,Iris-versicolor
+96,5.115036033323797,3.4969610637139903,1.3950437206057025,0.19748669482556253,Iris-setosa
+97,6.552507612319243,3.206441283013615,5.146114455842545,2.04629844959156,Iris-virginica
+98,6.604124766615313,3.0658198180855476,5.369133346312301,1.9830374446942507,Iris-virginica
+99,7.59877346178626,2.824454588614202,6.601582239706894,1.9318820239116952,Iris-virginica
+100,7.7262674099266295,2.598661676989197,6.9,2.293396904138629,Iris-virginica
+101,5.990361072717415,3.399825784005772,4.527338777082759,1.5752129440052056,Iris-versicolor
+102,5.6077665116213256,3.0,4.099049206098608,1.29190679996046,Iris-versicolor
+103,6.504564436255131,3.2086238806747454,5.101704134919894,2.0025660847045086,Iris-virginica
+104,6.466864369085441,2.931281610028646,4.304780129409663,1.3245714690450707,Iris-versicolor
+105,5.893319125631369,3.0,4.344487525996918,1.3981293648990158,Iris-versicolor
+106,5.692927388859447,2.8316472631153564,4.409963468659147,1.2744486460807873,Iris-versicolor
+107,4.9912252679758335,2.000000808344009,3.4106968633821544,1.041601901942454,Iris-versicolor
+108,6.541323913502894,3.0,5.4782461993484635,1.8476212271753838,Iris-virginica
+109,5.749218824670565,2.6975695846218604,4.214094079371084,1.0326369677171687,Iris-versicolor
+110,5.967962168031848,2.1933746646937533,4.9991318680855175,1.4964059583789067,Iris-virginica
+111,6.90174360221304,3.197099211488728,5.743951728565033,2.2978935594723695,Iris-virginica
+112,6.282337974190687,2.4722789488117582,4.984440469603615,1.8639669349208636,Iris-virginica
+113,4.786790352030371,3.0,1.3704599522546252,0.1,Iris-setosa
+114,4.597562359537688,3.384786838849724,1.3828888804264259,0.3080060368483271,Iris-setosa
+115,4.896190997526828,3.1049299588942465,1.653060954163126,0.1,Iris-setosa
+116,6.795121113531553,3.0,5.502424574471274,2.0909765416626938,Iris-virginica
+117,6.784245979376121,2.7967930047243277,4.752221603198687,1.3787954334979076,Iris-versicolor
+118,5.704305216337075,3.7950372951591524,1.593774163922814,0.37318938923919165,Iris-setosa
+119,6.307515141786938,3.2834177489119147,4.6881401014352875,1.5712650717350403,Iris-versicolor

iris/tab_ddpm/6_3/1/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/6_3/1/train.csv

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

iris/tab_ddpm/6_3/1/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/6_3/10/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.603876565268637,2.5207538180325955,4.074397629894323,1.136550336526893,Iris-versicolor
+1,5.021426473550299,2.0000005141336006,3.6862068313530836,1.0202683233738257,Iris-versicolor
+2,5.902138621360718,3.0,5.107279305124785,1.8201269001661107,Iris-virginica
+3,6.004741221814916,3.4053397539550434,4.48355777007947,1.5894056919655926,Iris-versicolor
+4,6.708993383643849,3.301920591170377,5.707891255443083,2.499999620457996,Iris-virginica
+5,5.683097590652198,2.919150073960756,4.048685735102557,1.2929213697719744,Iris-versicolor
+6,4.891968917999763,2.426091453656078,3.1485480726811073,0.9096008046947346,Iris-versicolor
+7,6.103071985416728,2.8433729184979666,4.589471593883685,1.2327176648278264,Iris-versicolor
+8,6.797175878293925,2.820855263038398,4.760363346187135,1.4007237907610826,Iris-versicolor
+9,7.647546148049126,2.6079442942790103,6.899997523076912,2.2903106077747877,Iris-virginica
+10,5.022100882015736,2.0,3.582078223965038,0.9373098156480388,Iris-versicolor
+11,5.931129567900221,3.0,4.15507768208189,1.5148398672616745,Iris-versicolor
+12,4.400000444975893,2.8970841714519793,1.4016178930839527,0.2039885947692676,Iris-setosa
+13,7.7244134238225035,2.8137139564475016,6.738971085187899,2.013755711550071,Iris-virginica
+14,5.092528670265307,3.698664160587973,1.487168666335581,0.4076989138670608,Iris-setosa
+15,5.556557465931109,2.4282207846961765,3.817383989661585,1.067707976771515,Iris-versicolor
+16,5.098785327224613,3.7815516521824115,1.5456847692983395,0.2045686284807621,Iris-setosa
+17,7.630897755464331,2.976035853275589,6.653328780233589,2.0614615554599833,Iris-virginica
+18,5.890754125889064,3.0,4.157365497078566,1.4929297413058717,Iris-versicolor
+19,5.971589907329055,3.400942573859115,4.481452597360612,1.5648339311442294,Iris-versicolor
+20,5.1206066779769595,3.677591123772375,1.4933110840024646,0.42390964211456045,Iris-setosa
+21,4.9011146148950795,3.0,1.4022295603037038,0.20030142884014182,Iris-setosa
+22,6.1035632062347105,3.0,4.617815011881921,1.3921238747073474,Iris-versicolor
+23,5.988446906572061,2.904344536504199,4.543089108344393,1.504444087096401,Iris-versicolor
+24,6.884714041484577,3.131259826687616,5.107350674825094,2.2906560290224776,Iris-virginica
+25,6.416615357814966,3.314860263742885,5.495443744769557,2.3642976171812213,Iris-virginica
+26,4.817083544407337,3.0,1.397191384145505,0.10000011158873374,Iris-setosa
+27,7.9,3.791524773047714,6.358593592205575,1.9680763593608952,Iris-virginica
+28,5.3699916713285765,3.4097767647154282,1.4958021568845707,0.4593357008042913,Iris-setosa
+29,6.688845614200868,2.489518498836318,5.761925183430471,1.7900442909914924,Iris-virginica
+30,4.491820508733562,2.29204172317747,1.2974452689051679,0.2971012920182843,Iris-setosa
+31,6.7118715036801,3.11090703891058,4.710766283373615,1.498874784474256,Iris-versicolor
+32,6.308375811968727,2.506526669157565,5.008736388887457,1.8753504484788575,Iris-virginica
+33,7.706727571331121,2.795095336360445,6.700781977077076,2.0005298831984737,Iris-virginica
+34,5.093851753345713,3.7923514194456005,1.5322056566166198,0.20388606606484813,Iris-setosa
+35,6.3032252009161205,3.4049136143373233,5.614121266083223,2.408428102783772,Iris-virginica
+36,6.132010475399062,3.3571891688388313,4.617940224491032,1.6218908222984116,Iris-versicolor
+37,5.090720218515129,3.68488279350687,1.5615155274713637,0.4204530615457152,Iris-setosa
+38,5.208521453576364,3.400543481175867,1.4005805761575942,0.2023823897865449,Iris-setosa
+39,6.198267989399081,2.2333311727059613,4.5289121273731565,1.4899846804339172,Iris-versicolor
+40,5.856248052981845,2.7936224875287374,4.533488089802765,1.2193045014348984,Iris-versicolor
+41,6.6803244305838225,3.3062182994846765,5.690288728891646,2.091372172972053,Iris-virginica
+42,6.510841846809078,2.9607420635063733,4.333747529722814,1.355894602716933,Iris-versicolor
+43,5.883227554214131,3.0,5.075301274804465,1.814622564011675,Iris-virginica
+44,5.094615981535094,3.5175884768478998,1.4070234763829716,0.19728661414077275,Iris-setosa
+45,4.997787146145146,2.0000006699199244,3.4266128945714884,1.0024503057660559,Iris-versicolor
+46,5.413080223522937,3.8999995448538582,1.3143553292222239,0.47717104901843155,Iris-setosa
+47,4.605848326752742,3.616833440428719,1.0000003964275044,0.2034829786730494,Iris-setosa
+48,5.772464510291463,2.6554583504469664,4.063087788913369,0.9632670295302097,Iris-versicolor
+49,6.495667603152784,3.2107664345901634,5.06920072865773,1.996023107423295,Iris-virginica
+50,6.024132853136868,2.1968372443249424,5.052672942932296,1.4929476084924203,Iris-virginica
+51,6.25242475025599,2.1904138688437884,4.4740027815167,1.5078893219597371,Iris-versicolor
+52,5.540420558656856,2.9784349963179317,4.322752843152723,1.4550967199365368,Iris-versicolor
+53,6.31175908345781,2.3750768216857336,4.798378872586781,1.4925300912199533,Iris-versicolor
+54,5.772178804151224,2.786597483269516,4.572237279148735,1.26958950509855,Iris-versicolor
+55,6.015736017409883,2.213574999144739,4.992232329710859,1.5169557213821478,Iris-virginica
+56,6.254256311390384,3.2936203847386127,4.664348154924715,1.5873386270015657,Iris-versicolor
+57,5.891154458153069,3.0,4.1928044737084535,1.491365607590197,Iris-versicolor
+58,6.296207549262885,2.8999331786269216,5.61364005704143,1.7974618575934826,Iris-virginica
+59,6.8314883198511085,3.033550721651395,5.285959170652946,2.2158567329418424,Iris-virginica
+60,6.180259864733534,2.200210795989757,4.4877098593042986,1.4995205125562348,Iris-versicolor
+61,6.309751397759559,2.466998635334111,5.067677253449985,1.8741454446811006,Iris-virginica
+62,7.677665520965986,2.6044196705647997,6.9,2.306921448367399,Iris-virginica
+63,5.88553706997578,3.0,5.0546812052443855,1.8001539725445455,Iris-virginica
+64,5.601809805363483,3.0,4.499944228828245,1.498256814810517,Iris-versicolor
+65,5.138697027782603,2.5190222075543254,3.1000033543249925,1.174987192899122,Iris-versicolor
+66,5.112985409548585,3.8056159988388134,1.6024257816971792,0.19743751826657222,Iris-setosa
+67,6.304501036686733,2.3186831109557553,4.442423003791164,1.3084899240030867,Iris-versicolor
+68,5.692333223213807,2.8078780078565106,4.499069998382249,1.3036640851152088,Iris-versicolor
+69,6.819094998409429,3.0,5.546753354817466,2.090527208127102,Iris-virginica
+70,7.685609599684788,2.792523618520251,6.68219989532781,2.009068556487599,Iris-virginica
+71,6.4295397130969745,2.9250636757895854,4.321285675045855,1.31272151013144,Iris-versicolor
+72,6.495709470787904,3.0,5.872394484119569,2.1811825574421184,Iris-virginica
+73,5.588724586566312,2.912437079282353,3.688226189903986,1.2872247883278862,Iris-versicolor
+74,5.723802919067175,2.8243291623302222,4.485228884782174,1.2857022336758173,Iris-versicolor
+75,4.497791943246678,2.3195382398285056,1.3135358368800858,0.31615062772133673,Iris-setosa
+76,5.209624405798429,3.4106348862300293,1.3947316527826414,0.20172077906879965,Iris-setosa
+77,4.4,2.917411623234263,1.4095359604508342,0.1986403157881852,Iris-setosa
+78,6.474804829329914,2.9632508745658175,4.328945591466198,1.3326640061357216,Iris-versicolor
+79,4.400000491695438,2.8837728039202024,1.3581942089066423,0.19930001670230996,Iris-setosa
+80,5.099658280637912,3.4032962297239435,1.5830021295765728,0.42733184985355804,Iris-setosa
+81,5.592992634155325,2.904620039378211,3.5005890405411266,1.2895136597834125,Iris-versicolor
+82,6.01285458074771,2.7128946002096495,5.094079411164599,1.595783095451213,Iris-versicolor
+83,4.609768882598283,3.4055788411774293,1.4007796815674456,0.32392025491299026,Iris-setosa
+84,4.895730496026474,3.0,1.3972044124162804,0.2134192484282153,Iris-setosa
+85,5.015386467778971,3.605589757293376,1.3788200339440824,0.19970040084352966,Iris-setosa
+86,6.026215150132685,2.9188310300662392,4.405092036797941,1.4992716087149327,Iris-versicolor
+87,6.287550376546568,3.4166398375381877,5.608767185527403,2.407534366438832,Iris-virginica
+88,6.506176735617174,3.0,5.478498665061652,1.799594948838796,Iris-virginica
+89,4.9938201342067305,3.4106245468470924,1.5281581376008408,0.4279201608597897,Iris-setosa
+90,4.5951252922118355,3.4101107903241945,1.4026291240266546,0.3444299640439254,Iris-setosa
+91,6.186642305647911,2.209549314001901,4.526885173668528,1.5011321023499888,Iris-versicolor
+92,5.9944003277751605,2.7074085776016794,5.085215920761541,1.6412138526051385,Iris-versicolor
+93,5.197156253909162,2.710359063290136,3.8997660810898123,1.4072931413221565,Iris-versicolor
+94,6.487808404225402,3.0,5.836337972772008,2.1948868709394396,Iris-virginica
+95,7.71841538757396,2.590137295441936,6.9,2.31304983207179,Iris-virginica
+96,5.304351687628507,3.6664633796140027,1.4992576511741864,0.19910803309916802,Iris-setosa
+97,7.9,3.816214415746223,6.398028633623449,2.0102688962853126,Iris-virginica
+98,7.02218579230321,3.0,5.790148887212467,2.1054747590931076,Iris-virginica
+99,5.549347581362677,2.4681486114148936,3.7564076245703593,1.0552970836405788,Iris-versicolor
+100,5.115848831748131,3.680295287442166,1.494929645634845,0.39159112997345297,Iris-setosa
+101,7.628303409327096,3.0,6.611407344978009,2.0863976482925928,Iris-virginica
+102,5.985651969923569,3.4133550825353898,4.466771111817398,1.5878202082323287,Iris-versicolor
+103,6.523895169410115,3.1561006123105275,4.653136747430596,1.5233101825812387,Iris-versicolor
+104,4.993894376761598,2.4740340833255683,3.443322924394158,1.0883902909037841,Iris-versicolor
+105,6.2359880529018925,2.513340682235453,5.129343717241119,1.8930283594228208,Iris-virginica
+106,4.400000673455521,2.8923448676768206,1.4009317852623684,0.20262792869779644,Iris-setosa
+107,7.710338207513411,2.8808361796021265,6.689964024802109,2.027054645737419,Iris-virginica
+108,4.589114319739988,3.618696739237632,1.000000398678653,0.20025772973713102,Iris-setosa
+109,5.585172637573191,2.459146110835847,3.852196249202084,1.0713684288893228,Iris-versicolor
+110,7.653390989849076,3.0,6.636705049950873,2.092189232890235,Iris-virginica
+111,5.046230527933321,3.5451224253250606,1.4025876891920828,0.2125894601879503,Iris-setosa
+112,5.3120464647436405,3.705542704265181,1.498352888737657,0.2011085167879225,Iris-setosa
+113,4.908782157149195,3.0,1.409231714392023,0.20150929378582672,Iris-setosa
+114,6.694387538698673,3.0992502857827238,4.70214970380728,1.4999195001979702,Iris-versicolor
+115,6.477877958572415,3.184828918326142,5.123632454090391,1.9857986052514804,Iris-virginica
+116,6.132547514506921,2.7870190216074406,4.739811145283603,1.1968955432971529,Iris-versicolor
+117,6.708333451491662,3.117422444769454,4.7378542774876715,1.5150772897757272,Iris-versicolor
+118,5.400680788022773,3.9,1.3281220843291828,0.40900843615097826,Iris-setosa
+119,4.905918378271767,3.0,1.3844385706375326,0.20288285733935416,Iris-setosa

iris/tab_ddpm/6_3/10/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/6_3/10/train.csv

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

iris/tab_ddpm/6_3/10/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/6_3/11/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.0211671659182855,3.3897181435916677,1.6187391407769793,0.43064462496693057,Iris-setosa
+1,6.696096777103513,3.286629255083723,5.701177720705463,2.499999530479873,Iris-virginica
+2,6.774694595469968,2.788046698727783,4.793711641478892,1.394200797991354,Iris-versicolor
+3,5.695929112788464,2.8224349234985753,4.2718796725724,1.2804470345996666,Iris-versicolor
+4,5.037469605865413,2.448743403694648,2.8770356133996673,1.104040462313563,Iris-versicolor
+5,4.898929886001356,3.1121305521661435,1.5930555630074723,0.10000011648481281,Iris-setosa
+6,4.875147708250522,3.06319192263992,1.4948481833009293,0.10000009997967027,Iris-setosa
+7,4.806851884002217,3.0,1.3846835680337524,0.1,Iris-setosa
+8,6.294774720669706,2.9013325599517565,5.603370161392778,1.7805079136176738,Iris-virginica
+9,5.713704829827578,2.91201631426711,4.374567373209045,1.3067895020123963,Iris-versicolor
+10,6.940035115975686,3.1902644504589395,5.713494803842555,2.299817276296987,Iris-virginica
+11,6.032140439269726,2.219144941997457,4.977492260071886,1.4998033767090502,Iris-virginica
+12,7.48297019436687,2.947155295468719,6.502471765662273,1.988124796808617,Iris-virginica
+13,5.027889104950641,2.473879405133676,3.080941181998069,1.0596235179626308,Iris-versicolor
+14,5.01786359036122,3.405651835477577,1.6694815862752264,0.42628525710789267,Iris-setosa
+15,5.305116942040579,3.738028173045445,1.6737450563133194,0.20115446568524584,Iris-setosa
+16,7.89999853354736,3.7971820146157516,6.402613500331424,1.9955660133574422,Iris-virginica
+17,4.894169368166217,3.0833014176481783,1.4874972766890457,0.10000009097455488,Iris-setosa
+18,5.805204334384456,2.6945576682293275,5.122309564010145,1.8982258552759845,Iris-virginica
+19,5.900994133227365,3.0,4.254401079220963,1.4864818675075888,Iris-versicolor
+20,5.785342878920239,2.940592955093599,4.2587514159882165,1.3214782282727375,Iris-versicolor
+21,7.707475292955677,2.61602927033575,6.899998533779112,2.30374217383263,Iris-virginica
+22,6.692909139664253,3.2935074215921634,5.679979149884356,2.499999489763542,Iris-virginica
+23,6.67724110866184,3.3282277014244768,5.700778086919621,2.121792214969494,Iris-virginica
+24,6.711250706369828,3.172057051838024,5.832493106097506,2.2741177140218394,Iris-virginica
+25,6.800026116133287,3.1971681257011957,5.9589755195362155,2.29925204691495,Iris-virginica
+26,5.577816686836845,2.5365045993681483,4.129817845020202,1.1646253088870222,Iris-versicolor
+27,7.9,3.8087486040853866,6.389961445434214,2.010125288568518,Iris-virginica
+28,4.8497876563546285,3.016447861779758,1.4353175950650607,0.10000009029202954,Iris-setosa
+29,6.622057092611969,3.0,4.447222803604462,1.3945517042668514,Iris-versicolor
+30,6.27772313085519,2.300685048129019,4.4226723455690635,1.2958060192954242,Iris-versicolor
+31,5.992770792685571,2.7003175068015297,5.148020075141258,1.6134424537945309,Iris-versicolor
+32,5.322794646214358,3.763776057882267,1.4962296830124675,0.2867889898030502,Iris-setosa
+33,5.388507538842407,3.4014468994952796,1.6008924458350307,0.20168958675725418,Iris-setosa
+34,5.330371298243409,3.3968858462743583,1.4979413493447462,0.40910653160388316,Iris-setosa
+35,6.6750503658282145,3.0,5.357789781251752,2.0681390414476835,Iris-virginica
+36,6.044628177313472,2.5958652585657402,5.591339384099209,1.3949699653972183,Iris-virginica
+37,6.268056909344181,2.532256963057768,4.91137383423205,1.5141797026909087,Iris-versicolor
+38,4.988405752345354,3.6182923774814966,1.4016237628375756,0.20381216236593216,Iris-setosa
+39,5.273499330372159,3.6643036966058626,1.4967525067427294,0.20008487353020593,Iris-setosa
+40,5.17479440790261,2.6895392043714508,3.893465806756609,1.39976966687953,Iris-versicolor
+41,6.692775159714472,3.298425629169659,5.68444633393325,2.5,Iris-virginica
+42,5.635189943790346,2.5197879671355654,3.985649026157432,1.1048860581558546,Iris-versicolor
+43,5.00550129105562,3.601779752824518,1.400620310847037,0.1977512874637611,Iris-setosa
+44,5.239951681366729,3.6585534650529272,1.4815500689218053,0.1970961329775856,Iris-setosa
+45,5.492399276379968,2.367413849508713,3.6908895114519424,0.8551217768437627,Iris-versicolor
+46,5.132923077608124,3.762488292131865,1.497396523354529,0.20805089427210927,Iris-setosa
+47,4.901117139225416,3.1151422455883933,1.5483788520489294,0.1,Iris-setosa
+48,4.4,3.214328153641862,1.3037332462521012,0.19945895482844478,Iris-setosa
+49,4.989065101889684,2.0,3.4421582401522497,0.9292611247252343,Iris-versicolor
+50,6.017950197949654,3.384269346617029,4.518905082585425,1.5962847199528234,Iris-versicolor
+51,5.669948927165067,2.906225552896555,4.023916717409096,1.315671709424355,Iris-versicolor
+52,6.908845167383042,3.10412705224306,5.069949662015297,2.3062621531310823,Iris-virginica
+53,5.849091764789123,2.7463693446395774,4.571041745608355,1.2119897350480207,Iris-versicolor
+54,6.68870690937381,3.2965229572577237,5.712649063929471,2.5,Iris-virginica
+55,6.70040609921199,2.501093136430754,5.841466121013024,1.807651646548419,Iris-virginica
+56,6.259395225985718,3.3255784581897885,4.676525382530458,1.5954274425538701,Iris-versicolor
+57,4.4,3.140644298195909,1.309015981947857,0.18847125015372507,Iris-setosa
+58,5.115186824442735,3.809174393564013,1.693009953925497,0.19683806282750654,Iris-setosa
+59,7.3110162530620135,3.0,6.221880849075654,2.0584753304411936,Iris-virginica
+60,6.019144859026489,3.4006025968193363,4.490538949411193,1.6081325469773198,Iris-versicolor
+61,6.231578448666995,2.2487810349296504,4.557179431998426,1.4842241711251998,Iris-versicolor
+62,6.969979263835527,3.086068095406082,5.09039312245693,2.3022833075871505,Iris-virginica
+63,4.964328404430809,3.5084936339330612,1.4088061259445406,0.1983109574265478,Iris-setosa
+64,7.697001941557968,2.817950133111539,6.671740518494483,2.009686178495575,Iris-virginica
+65,6.080097714601331,2.8011927149381957,4.669815394529022,1.175843230804875,Iris-versicolor
+66,6.701916388024912,3.1105819290949093,4.710566146531382,1.50521633841915,Iris-versicolor
+67,7.9,3.8039637611450132,6.362488690541219,1.9843337246474344,Iris-virginica
+68,5.017090286367747,3.4038498735772222,1.6381678398744786,0.44161578567979204,Iris-setosa
+69,6.225310233682916,2.868559335233621,5.592030897799599,1.762707329300308,Iris-virginica
+70,7.899998986841686,3.7874747685934524,6.389771270055518,1.993429503592486,Iris-virginica
+71,6.034852046828804,2.226381597550288,4.971927237243877,1.4962264209950216,Iris-virginica
+72,4.885621997194924,3.0,1.3946515797051644,0.20897554826681064,Iris-setosa
+73,7.899998942940108,3.8085982956299027,6.417692435647387,1.9943241784986567,Iris-virginica
+74,6.078730253756493,2.8072097265766938,4.7197075974074085,1.212079097547677,Iris-versicolor
+75,6.313892270723797,3.372665995770033,5.590110976158566,2.3961773016191943,Iris-virginica
+76,5.0822993796950735,3.5217370565968498,1.3803496892358567,0.20877485977982596,Iris-setosa
+77,6.397248567536676,2.8930284871969865,4.301417641860049,1.2950655709503063,Iris-versicolor
+78,6.083737172234264,2.6181116520814,5.0216621274572955,1.5661833561529461,Iris-versicolor
+79,6.272234324854648,2.5100393070530966,5.00059509809629,1.8951911557535965,Iris-virginica
+80,5.40178236844203,3.3873519126279135,1.5541395200032386,0.2374960359554168,Iris-setosa
+81,6.700243108597151,3.0877264101622446,4.724926768479585,1.500854442150602,Iris-versicolor
+82,5.59723395694448,2.7319829745751987,4.428949180956199,1.2983730184870201,Iris-versicolor
+83,6.042192922841998,2.6801623703976007,5.074699427668368,1.5641177809212903,Iris-versicolor
+84,5.904596292848793,3.0,5.1000544060981845,1.8122758774849683,Iris-virginica
+85,4.8298515546379805,3.0,1.3990363332955247,0.2811413280642736,Iris-setosa
+86,6.003544764719715,2.222571829064433,4.998117998722501,1.4935850318239978,Iris-virginica
+87,5.096044871855318,3.7792069227290326,1.499871294248669,0.20480472153893425,Iris-setosa
+88,5.488787867762696,2.412237768546209,3.680041491370571,1.0081532050449666,Iris-versicolor
+89,5.59909739133566,3.0,4.530515688576802,1.497319815296896,Iris-versicolor
+90,5.400229838799796,3.9,1.2998553919798004,0.49783650892214937,Iris-setosa
+91,5.71242801166042,2.8540438512134454,4.425390872878695,1.2755818270914139,Iris-versicolor
+92,5.064741681318817,3.7924915071487333,1.6449073629722437,0.20159472282236887,Iris-setosa
+93,5.105107135161426,3.704675558249781,1.5700576877516812,0.3712276235473237,Iris-setosa
+94,5.109696161217492,3.506100526282317,1.389527879608081,0.29423282551388075,Iris-setosa
+95,6.697540369038113,3.31123417815379,5.719464750967948,2.49999884638481,Iris-virginica
+96,4.99855835078365,3.4003140288016267,1.5671549063907857,0.43182079108283994,Iris-setosa
+97,6.0295865824906265,2.206195282393906,5.01030705111491,1.4954373610926426,Iris-virginica
+98,5.41081927767925,3.3895069968013076,1.6004043532222894,0.19547108580599692,Iris-setosa
+99,6.527870461884706,3.0,5.881771647713857,2.237408386416945,Iris-virginica
+100,6.6856208998644675,3.1085372635517725,4.690080146466726,1.485564991166726,Iris-versicolor
+101,5.620735046583519,2.885404795069212,3.7257865972458633,1.2880959533116805,Iris-versicolor
+102,5.132512961483141,2.670876617206852,3.879173508094242,1.3984353168169918,Iris-versicolor
+103,6.104653217864383,2.610756435098854,5.610446409565862,1.4059819762231438,Iris-virginica
+104,5.59916551936273,2.528965820239281,3.932956621452878,1.1219539739396112,Iris-versicolor
+105,4.834832984370135,3.0,1.4107945894975449,0.29985890722672537,Iris-setosa
+106,5.9052793866971145,3.0,4.212558248355487,1.4910707631549291,Iris-versicolor
+107,5.615992064706697,2.943066095561302,3.7778370047935392,1.3042176485158523,Iris-versicolor
+108,6.748879003051163,2.519430249078947,5.947497013872413,1.8190855405785091,Iris-virginica
+109,6.819505788162206,2.7682051081673134,4.831796069904033,1.4042597337570548,Iris-versicolor
+110,6.700242453386908,3.2919169625920426,5.7080379743956895,2.4999994681085678,Iris-virginica
+111,6.826642070428447,2.799935266681174,4.842363429238057,1.406893360166359,Iris-versicolor
+112,6.050531720015011,2.857293323737094,4.622459104999814,1.289620404860417,Iris-versicolor
+113,7.899998996447641,3.790595994567624,6.397391876179125,2.014318689723605,Iris-virginica
+114,4.590627383033115,3.6274771443367047,1.0,0.20427480489702532,Iris-setosa
+115,7.6823658264540216,2.8539579643307027,6.6783128608159785,2.0130263944014666,Iris-virginica
+116,5.107330376270785,3.659865254707733,1.4887085333038366,0.45264930622433225,Iris-setosa
+117,6.02107026042083,2.2089256517665894,5.030182820375046,1.5014035593120354,Iris-virginica
+118,6.77435119811238,3.0,5.540143447354396,2.077704195539251,Iris-virginica
+119,7.9,3.810352447238422,6.373631662616257,2.012894899073184,Iris-virginica

iris/tab_ddpm/6_3/11/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/6_3/11/train.csv

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

iris/tab_ddpm/6_3/11/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/6_3/12/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.523002908052717,3.192560939787694,5.0924711159294835,2.015399265546528,Iris-virginica
+1,6.135699922640852,2.9943639210593944,4.452965150971965,1.4271838384022557,Iris-versicolor
+2,5.364679938427085,3.9,1.285113552504337,0.39993142513549895,Iris-setosa
+3,5.392377556529164,3.4051821256540755,1.5712202422446118,0.4197127419138509,Iris-setosa
+4,6.911494716830733,3.1097213406103665,5.1066326318775666,2.2982259097537425,Iris-virginica
+5,5.698829386916046,2.798322512817358,4.47739151567595,1.2770558722736838,Iris-versicolor
+6,5.901827028167096,3.0,4.216441365861131,1.505007992940354,Iris-versicolor
+7,5.783426770836026,2.719396143758988,4.1079819143684775,0.9657235651272431,Iris-versicolor
+8,6.460516682603625,3.144468124015195,5.11290340020983,1.9677456797049975,Iris-virginica
+9,4.9014212887267075,3.0795421592007943,1.485778528209968,0.1,Iris-setosa
+10,4.877575456620306,3.397717576726763,1.4975403141836838,0.20602057465930412,Iris-setosa
+11,5.09126731510392,3.4974052152513764,1.396627250018466,0.32241670921116383,Iris-setosa
+12,7.9,3.8131495071386614,6.4497130116324675,2.0184451604288967,Iris-virginica
+13,6.308929090935575,2.311473668033697,4.412111983754447,1.3162912880565543,Iris-versicolor
+14,5.628483523679934,2.947511377956508,4.05236775528318,1.284307734451736,Iris-versicolor
+15,5.577133388277003,2.471389935205312,3.8047667226531248,1.0330589687767446,Iris-versicolor
+16,6.11984897055457,3.0,4.613738223704836,1.4017935079991481,Iris-versicolor
+17,4.800413225079943,3.0,1.4014178803987805,0.312087338368759,Iris-setosa
+18,5.162116089334765,3.755690721032569,1.544380734728709,0.19536516875068255,Iris-setosa
+19,5.188843570321821,3.768326217843693,1.5632202502039436,0.2103387947638704,Iris-setosa
+20,7.0921202451139935,3.0,6.010205600099419,2.1351697085836494,Iris-virginica
+21,6.090137334093788,3.0,4.61159929050519,1.4064536097108378,Iris-versicolor
+22,6.269087917054397,2.418942970353759,5.029720246542428,1.8486461071095743,Iris-virginica
+23,4.829275672084238,3.0,1.402693662431481,0.10000009344999362,Iris-setosa
+24,5.918848032888198,2.843906040192669,4.609182705696197,1.4898135277922104,Iris-versicolor
+25,4.8125931037246135,3.397209652704298,1.4990954393728777,0.2077199028110929,Iris-setosa
+26,4.574919474612328,3.403320501196976,1.3777360213325405,0.2956119100645963,Iris-setosa
+27,6.109103321918581,2.802586642989505,4.697685413226836,1.2001878468190985,Iris-versicolor
+28,4.400000515168744,3.2183079174477145,1.2941870317348032,0.2005015972858904,Iris-setosa
+29,5.651722350586277,2.7250265743128073,4.47817936458944,1.2720760169919547,Iris-versicolor
+30,5.8229446484544605,2.75019876429152,5.077226137413508,1.9029566639507358,Iris-virginica
+31,6.675660630676258,2.4998922321221877,5.8011862764408395,1.8009619525248644,Iris-virginica
+32,5.592029367441942,3.0,4.081442497736159,1.3042052376917779,Iris-versicolor
+33,4.822982479491793,3.0,1.3940167326998645,0.30975130063973877,Iris-setosa
+34,5.091600403800345,3.4994290170509927,1.399860046799279,0.20251218981566113,Iris-setosa
+35,5.4031383491863565,3.3841927916022665,1.7430536729052808,0.19678813137272286,Iris-setosa
+36,6.674758706442464,3.307470060483245,5.674829958743737,2.0824835749012727,Iris-virginica
+37,6.426413765984168,2.883889572734717,4.293421501211839,1.2710993774564212,Iris-versicolor
+38,6.481086213481802,3.0,5.775930411631687,2.1728205787787878,Iris-virginica
+39,5.126775607784672,3.486717121654874,1.3887415996857686,0.19920537292613208,Iris-setosa
+40,6.275138933209357,2.4572745496784956,4.841554513172824,1.5090613146940295,Iris-versicolor
+41,5.383794447588405,3.3962711606539466,1.6059508927560422,0.4164885463906737,Iris-setosa
+42,5.615665126008508,3.0,4.134098283625387,1.3055333186429077,Iris-versicolor
+43,5.175906691325637,2.693112832874192,3.777634950568076,1.3962495742759249,Iris-versicolor
+44,6.416840211860648,2.899517443914954,4.2694409466014935,1.310880865395001,Iris-versicolor
+45,4.959984485410763,2.4366676549022976,2.8804966323991836,1.0521931930720305,Iris-versicolor
+46,6.1602115921771565,2.9703692133711126,4.373136928438971,1.4466851095812154,Iris-versicolor
+47,5.52813465205147,2.451317327656083,3.8181089323855337,1.0142953702033075,Iris-versicolor
+48,5.722242255737961,2.799981167805237,4.538138459635429,1.2702372160239195,Iris-versicolor
+49,5.075393185821547,3.803188227696493,1.572243863639381,0.19886393535664934,Iris-setosa
+50,5.557967036675487,2.5263337493848614,3.8794228812176956,1.087909718145764,Iris-versicolor
+51,4.995122490860206,3.320591506039353,1.4658240891287149,0.291732198047742,Iris-setosa
+52,7.688589176218424,2.603971876942305,6.899998877131579,2.2949121251511713,Iris-virginica
+53,4.786952679119269,3.3891303502177377,1.6109019464291672,0.19539487049673304,Iris-setosa
+54,6.058144334212753,2.5984687987147153,5.606788848446479,1.3828932923807,Iris-virginica
+55,6.7042671653858354,3.1100911832707077,4.72663559963906,1.4993880168671296,Iris-versicolor
+56,7.617926344155791,3.0,6.613497043924076,2.086532550303889,Iris-virginica
+57,6.445669485013042,2.953325931962768,4.325908451538109,1.3232112278803692,Iris-versicolor
+58,6.287419322939487,3.4100238482304475,5.611399676440193,2.3979034133144728,Iris-virginica
+59,7.702011631819749,2.5821160312499667,6.9,2.2942131126505556,Iris-virginica
+60,4.910587116344451,3.1040191943011433,1.4961637351754622,0.1,Iris-setosa
+61,5.367882375597832,2.5472813994324253,4.048216872958634,1.1216580463011936,Iris-versicolor
+62,6.114598059991009,2.8128386475150617,4.66657712367283,1.1983422628406555,Iris-versicolor
+63,5.6551508763591425,3.0,4.501623960189437,1.4934372591307286,Iris-versicolor
+64,5.376473070560092,3.8999995725170518,1.32422247858458,0.4198838256219144,Iris-setosa
+65,5.308591213664281,3.676018112410432,1.4983779372073276,0.20034415285780457,Iris-setosa
+66,6.2662916447068335,2.476102053512416,4.879560235604723,1.489046506760801,Iris-versicolor
+67,5.052991749550172,3.5577999618911234,1.397147984551397,0.20294940349951884,Iris-setosa
+68,5.918366457346142,2.756885673909894,4.639627447802891,1.221158309199161,Iris-versicolor
+69,5.663603480331743,3.0,4.5107571082757065,1.4970079890583543,Iris-versicolor
+70,6.177508126515003,3.0,4.649721664239858,1.4358398095473655,Iris-versicolor
+71,5.342621738290412,3.8999996210083347,1.2972115709423775,0.5283999066912632,Iris-setosa
+72,5.388701586207909,3.9,1.2926063519808273,0.4014189885699,Iris-setosa
+73,5.00819093371329,2.000000675892145,3.5174320339122667,1.022949981069852,Iris-versicolor
+74,5.115086666251458,3.4967803214697937,1.400916924063894,0.29578748861757725,Iris-setosa
+75,6.087419392891126,2.8732396621796346,4.67654858067304,1.2683644749349292,Iris-versicolor
+76,4.986050685897413,2.0000004659423603,3.336977057952233,1.00180800864485,Iris-versicolor
+77,6.140991236598753,2.30980751586366,5.007970378724187,1.6823271461796832,Iris-virginica
+78,6.8075685976704365,3.0,5.429746489013494,2.1184143847601917,Iris-virginica
+79,4.98568820689695,2.0000005144704636,3.469856303225196,0.9779681843699806,Iris-versicolor
+80,6.80806337549051,2.8082544446587088,4.823159225618532,1.4054341693335919,Iris-versicolor
+81,6.240167148976393,2.218573428488338,4.487744940125297,1.4892210931482626,Iris-versicolor
+82,4.909944046781355,2.4042903265079727,3.292005388268435,1.010124515874469,Iris-versicolor
+83,5.481457698096891,2.565813455376931,4.329204849279275,1.1542524302311374,Iris-versicolor
+84,4.826928435317867,3.0,1.4042879919222595,0.3360417565368376,Iris-setosa
+85,4.802961582423269,3.0,1.3913112399736596,0.1,Iris-setosa
+86,6.300166655674867,3.293576318382553,4.698656851442563,1.5770535270990051,Iris-versicolor
+87,6.304769867090509,2.302843511806259,4.382575156000774,1.289722537605885,Iris-versicolor
+88,4.742073866806412,3.4235722930965293,1.4030463482477353,0.31123014298732393,Iris-setosa
+89,6.732655796932595,3.0667583757897896,5.671643461164237,2.1097756472198177,Iris-virginica
+90,6.5041046260114594,3.19518455606653,5.088760304704234,2.0080757424501674,Iris-virginica
+91,5.614885808565819,3.0,4.485190542570608,1.5093874956461861,Iris-versicolor
+92,5.5781420648468005,2.690979880973298,4.474105579295054,1.236637116027596,Iris-versicolor
+93,5.05148304127024,2.482380973690264,2.9178850789683097,1.0986137384133938,Iris-versicolor
+94,7.710340375357395,2.8062721624298015,6.7071862500502455,1.997706656705413,Iris-virginica
+95,6.6871396529836105,3.3049824184014946,5.696615597210131,2.499999508886108,Iris-virginica
+96,6.704781000540641,3.1346246650243192,4.706128954228477,1.5082530953310123,Iris-versicolor
+97,7.717465043377593,2.5779639768961196,6.9,2.298886037907474,Iris-virginica
+98,4.4,2.8980798220245756,1.3940778917093972,0.19926213183518243,Iris-setosa
+99,5.9505828153258085,2.1737030124648156,4.925868060393723,1.4769428373669584,Iris-virginica
+100,7.277259892211839,3.0,6.2477231679368215,2.1161980793420914,Iris-virginica
+101,4.40000059877418,3.1682552531751664,1.3081628233005929,0.1975720709654168,Iris-setosa
+102,6.314660057234868,3.351945316710804,5.635978272321631,2.3922926014210724,Iris-virginica
+103,5.298812351988736,3.709996603923172,1.5023272233378386,0.2008620296713883,Iris-setosa
+104,5.487966586952047,2.56825457991407,4.2762066811898904,1.1806845918410023,Iris-versicolor
+105,4.833062349272867,3.0,1.4055824883037982,0.1,Iris-setosa
+106,6.840237162931912,3.0,5.370611963383726,2.1820596807954726,Iris-virginica
+107,5.761654732352802,3.0,4.381382931672172,1.5000251692114204,Iris-versicolor
+108,7.706974020581051,2.8083778294043302,6.706354129997223,2.0029312669783415,Iris-virginica
+109,6.318081242899639,2.2902004676576397,4.389923833140965,1.3030677252465968,Iris-versicolor
+110,6.68836105625928,3.2906926378885832,5.68434521562937,2.499999635588918,Iris-virginica
+111,5.1260740255767026,3.503339138858079,1.4010062222554918,0.2019493897364593,Iris-setosa
+112,6.475549323486039,3.0,5.799597757895656,2.223137380860965,Iris-virginica
+113,4.815927724471653,3.39871202084261,1.510908864246794,0.19461759433385678,Iris-setosa
+114,4.504311064308323,2.319597618012667,1.3161916196009478,0.2898255989848839,Iris-setosa
+115,5.094029302276864,3.795424709265108,1.4963453263393107,0.19933237249465757,Iris-setosa
+116,7.697848711729324,2.587641847169166,6.9,2.288271415105996,Iris-virginica
+117,6.695932908054988,2.5072965717156928,5.7963122282028605,1.7981388538413738,Iris-virginica
+118,6.088531379858435,2.769193802956167,4.670934168330531,1.1770352132294115,Iris-versicolor
+119,6.362932417944692,3.2765675530372604,4.714341150546208,1.5843412757182582,Iris-versicolor

iris/tab_ddpm/6_3/12/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/6_3/12/train.csv

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

iris/tab_ddpm/6_3/12/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/6_3/13/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.294951735662,2.4673797703732396,4.972597862180308,1.8891718409977787,Iris-virginica
+1,5.622605053006645,3.0,4.0960587038322895,1.3003411939079914,Iris-versicolor
+2,4.900562899688964,3.0,1.393222555814388,0.20109052484555837,Iris-setosa
+3,6.255809512594768,2.848265164213268,5.5932475014408904,1.75065722825873,Iris-virginica
+4,7.107386461014444,2.5680916745200673,6.338138652019806,1.9170728983881378,Iris-virginica
+5,5.008056361654073,2.00000052623456,3.48226568397039,0.9756991452981199,Iris-versicolor
+6,5.589116098328441,3.0,4.054416094848388,1.297267294186393,Iris-versicolor
+7,5.143509383386489,3.499924714054197,1.4022148198234266,0.30239222202094934,Iris-setosa
+8,4.505521684320513,2.277697936270722,1.2876263126846277,0.29122451491916546,Iris-setosa
+9,6.02280416243786,2.2129150742707844,5.037538164234479,1.4993242402951308,Iris-virginica
+10,7.396996980220703,3.0,6.379940097568593,2.061239135835609,Iris-virginica
+11,4.820553518793986,3.0,1.401834362398917,0.10000009238765178,Iris-setosa
+12,6.5835847558358225,3.0640077069278906,5.542202843193092,1.9260505409321704,Iris-virginica
+13,5.288075282262308,3.7020059781094923,1.4985684934362211,0.19854604611516252,Iris-setosa
+14,6.434369564091363,2.8737015566803925,4.325344103457391,1.2968243374450767,Iris-versicolor
+15,6.099367115291233,2.7947169792608237,4.695868328143492,1.1772051392421163,Iris-versicolor
+16,6.280101565955513,2.905631448327283,5.589744437432045,1.8001064154830786,Iris-virginica
+17,5.875858898495667,3.0,5.056271724456807,1.7805788698558223,Iris-virginica
+18,4.4,3.204861679763533,1.2970475815522664,0.19856622236483562,Iris-setosa
+19,7.702848203900393,2.608098291565095,6.899998552512695,2.285935163996566,Iris-virginica
+20,6.907463344216043,3.201209681378583,5.679941645077213,2.292558080182468,Iris-virginica
+21,5.153671969391951,3.4695926801912655,1.3875321266164131,0.20009461918966118,Iris-setosa
+22,4.805584763896107,3.0,1.4011025226377893,0.1,Iris-setosa
+23,6.680158310996496,3.132681231478589,4.734782745487621,1.5095741684708504,Iris-versicolor
+24,6.305439963549864,2.317239916556649,4.448743202167031,1.3674938880969956,Iris-versicolor
+25,5.179985145279513,3.4024803115693723,1.50184235829026,0.42327030175847236,Iris-setosa
+26,6.885873260813982,3.188007922655953,5.695208634537566,2.2975323456796053,Iris-virginica
+27,5.008562295428239,2.0,3.2820020197861846,1.029753880771735,Iris-versicolor
+28,5.795134020704119,2.7096302514733783,5.05532287938008,1.8964662680511648,Iris-virginica
+29,7.730018152770387,2.6081379707553847,6.899998180354665,2.2971916879336662,Iris-virginica
+30,6.824150784312388,3.0812559641146393,5.143816467067318,2.2981118155199343,Iris-virginica
+31,5.096174416882047,3.515934831675597,1.4044290451107322,0.330522933212812,Iris-setosa
+32,6.010406323448138,2.7225390936967906,5.096421800568251,1.6195744533045182,Iris-versicolor
+33,7.706902533066689,2.600284508921146,6.899998790101856,2.2976837304311397,Iris-virginica
+34,6.676625334739619,3.316423904072461,5.683472668115701,2.0972521706762137,Iris-virginica
+35,4.772269948820049,3.0,1.3931087016543955,0.298078724344867,Iris-setosa
+36,4.905161269684868,3.1188246990154487,1.5130110028612678,0.1,Iris-setosa
+37,6.2821113134235,2.9014250925984215,5.589947933293681,1.7298437701152616,Iris-virginica
+38,6.110183255646676,3.3602894848915477,4.582582692581821,1.6201440461936105,Iris-versicolor
+39,5.8944420903896955,3.0,5.066635698966012,1.7907365692555977,Iris-virginica
+40,4.808038868129511,3.0,1.392066667725746,0.2976003612326287,Iris-setosa
+41,5.1648392463363395,3.7642144399680655,1.4996484511454682,0.21575757978456933,Iris-setosa
+42,4.8982239803065655,3.0,1.4025445807912107,0.20050882877602919,Iris-setosa
+43,6.307228815026263,2.901655045192059,5.617530884420922,1.7902859852194721,Iris-virginica
+44,4.493433962466764,2.2919823408389424,1.2855672628960466,0.3161708186230941,Iris-setosa
+45,4.400000560836737,3.181128490454115,1.306166958609525,0.20199687110404585,Iris-setosa
+46,6.126092544754103,2.6058172784248472,5.611004275091377,1.4104729158835736,Iris-virginica
+47,5.211218999519015,3.3986176019887733,1.396864980543387,0.20065057341992082,Iris-setosa
+48,7.704979874995931,2.6050893032178055,6.899998947535842,2.2986494826875714,Iris-virginica
+49,4.620780980520284,3.408084117322748,1.411020097634616,0.27467962506487986,Iris-setosa
+50,5.394926630885285,3.9,1.3070149634758466,0.5117695997748333,Iris-setosa
+51,6.491192480062155,3.216644669383399,5.118799325715369,1.9909746662068775,Iris-virginica
+52,4.978409272575276,2.0,3.5122621585683658,0.9808064055423307,Iris-versicolor
+53,5.293772370446582,3.7042247701766726,1.6403340299494475,0.2025859361040304,Iris-setosa
+54,6.497363969425429,3.0,5.5499726308551,1.8544744623846625,Iris-virginica
+55,6.327581744170896,3.408465154728133,5.596781748339669,2.4003590053712482,Iris-virginica
+56,5.744186335512166,2.897055299958753,4.27199504408143,1.3040863854125482,Iris-versicolor
+57,7.691344395777227,2.587412023289607,6.9,2.3005693089828743,Iris-virginica
+58,6.538641174659979,3.125082347367904,5.229475201736391,1.9519253465683024,Iris-virginica
+59,4.822821048588172,3.0,1.403239246382077,0.2972349565407929,Iris-setosa
+60,5.79644615124219,2.701076870396806,5.102901711834988,1.9050631644431868,Iris-virginica
+61,7.708066919944408,2.616109290649244,6.9,2.3025186276880607,Iris-virginica
+62,6.807174491600657,3.0,5.5304880273155,2.09504768412677,Iris-virginica
+63,5.100812969119072,3.795765877238403,1.6384913914458297,0.20027864802821843,Iris-setosa
+64,7.681378237563212,2.7839763564520688,6.6903113789873006,1.9852917767979934,Iris-virginica
+65,5.120941776310857,3.7893009799331328,1.5675331850495111,0.20036340318118992,Iris-setosa
+66,7.714981160633507,2.585259757436618,6.9,2.3191929372617492,Iris-virginica
+67,4.4,2.904698036743883,1.399909306464587,0.19172665922774476,Iris-setosa
+68,5.415775986272999,3.9,1.32492936742042,0.572448132180188,Iris-setosa
+69,5.6394184220898325,2.74261229056853,4.3297830499229075,1.2203082412124224,Iris-versicolor
+70,4.502257583944446,2.3327872242773537,1.301380133203332,0.34927981104522143,Iris-setosa
+71,6.007627056968554,2.2105626439452806,4.998537936057487,1.5066762196988053,Iris-virginica
+72,5.125615953600809,3.4841435052153216,1.4003592467839188,0.19882432963424063,Iris-setosa
+73,6.085589428327039,3.0,4.592633932698808,1.3654634511092276,Iris-versicolor
+74,4.815545666511348,3.0,1.4126513078403036,0.10000011230651729,Iris-setosa
+75,7.9,3.8070611380385015,6.325224349575127,1.9943873508498873,Iris-virginica
+76,4.583033029829046,3.3982704424060595,1.3921816080322498,0.327207358721294,Iris-setosa
+77,4.507997508998736,2.342204284783015,1.3102103306426773,0.3890430327670973,Iris-setosa
+78,6.310171749323001,2.4956307228222423,4.950570778811941,1.5004617810975767,Iris-versicolor
+79,6.319293653331405,3.4160511700769773,5.6032271923680215,2.3948678860306476,Iris-virginica
+80,6.1554601120238654,2.6069283906755794,5.591965843349513,1.426549849968633,Iris-virginica
+81,5.380387604279627,3.3928810826122,1.6827788962671275,0.19962642348225101,Iris-setosa
+82,4.7827933144296795,3.0,1.393198925793288,0.2986267168503267,Iris-setosa
+83,5.011724617544503,2.0,3.6193389380547125,1.0126917268925444,Iris-versicolor
+84,6.700982784073679,3.2982478731776084,5.694397907767918,2.499999547862579,Iris-virginica
+85,6.908159668160494,3.081032230028079,5.134253956128667,2.299321512726354,Iris-virginica
+86,4.767473119369099,3.080203935940616,1.409765380946112,0.29466729348345644,Iris-setosa
+87,7.28590932267131,2.906776475051769,6.303353109939364,1.7971139639675802,Iris-virginica
+88,6.718948360725938,3.07304339116189,5.789166329392526,2.264153034175777,Iris-virginica
+89,6.860715672833801,3.16466479732565,5.759879585378571,2.290467358035436,Iris-virginica
+90,6.100761293560417,2.8015363725655598,4.719283771538721,1.1977017244347246,Iris-versicolor
+91,6.309058748486162,2.5020318360413603,5.094301276169334,1.8839375793114936,Iris-virginica
+92,7.668846878025026,2.6165457150411195,6.899998679390887,2.2960245990150145,Iris-virginica
+93,6.286730803574424,2.9079797307178534,5.569746422244697,1.7850323948445046,Iris-virginica
+94,5.962958423586633,2.8275625532361155,4.491231563417761,1.212703161919556,Iris-versicolor
+95,6.721829943142337,3.3075674137707054,5.699791140341148,2.5,Iris-virginica
+96,6.722494870793445,3.3209580124346036,5.714267857746685,2.5,Iris-virginica
+97,7.381606707117027,3.0,6.352934170858431,2.1400246409313866,Iris-virginica
+98,4.919446902331457,2.411934756605427,3.159936435449109,1.0166166650589732,Iris-versicolor
+99,7.732447656130909,2.619956835363034,6.9,2.2957591774514428,Iris-virginica
+100,6.2973465788012,3.410695858878109,5.6192102670702395,2.3991511999091855,Iris-virginica
+101,6.005933721715274,3.4024944650332176,4.526636164158358,1.5916276694887934,Iris-versicolor
+102,7.594166196785949,3.0,6.559284101945837,2.093339186869013,Iris-virginica
+103,5.979481109172701,3.407074829374251,4.490119746960612,1.5947821531328399,Iris-versicolor
+104,7.625007789906262,3.0,6.597333930369048,2.098914085225479,Iris-virginica
+105,4.805926977664618,3.0,1.3989935422935198,0.3038656550382371,Iris-setosa
+106,6.963950621753804,3.093455243598296,5.74000345453701,2.2319181037245546,Iris-virginica
+107,5.225410190762178,2.689734497170435,3.942541909379049,1.3981104905528299,Iris-versicolor
+108,7.368484130491693,2.8805465461902364,6.354373965112655,1.8207883005966226,Iris-virginica
+109,6.011273848941797,2.917978179187807,4.420660777063319,1.513716008759179,Iris-versicolor
+110,6.4957142879624925,3.0,5.873934785771516,2.230496494974564,Iris-virginica
+111,6.908303189173031,3.0835307274252437,5.1903061621972,2.2861320911081537,Iris-virginica
+112,5.639836237768395,2.953022838404334,3.7586591086438115,1.3089922594666357,Iris-versicolor
+113,5.7737764359995785,2.755347594007133,4.040217253817343,1.0245310907810454,Iris-versicolor
+114,5.816842590106778,2.8510050768891024,4.551680525980443,1.303587684924583,Iris-versicolor
+115,4.994648353534464,3.40724021937497,1.5291495794169851,0.3961299952656235,Iris-setosa
+116,5.448110576522703,3.4030458283248626,1.8574724253694912,0.20036300497666282,Iris-setosa
+117,7.693454821803606,2.598514692563091,6.9,2.2882662506100324,Iris-virginica
+118,5.986882272942157,2.760026598301912,4.884461720664026,1.557559714903768,Iris-versicolor
+119,6.534718730303223,3.0,5.516292785604531,1.800504620513178,Iris-virginica

iris/tab_ddpm/6_3/13/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/6_3/13/train.csv

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

iris/tab_ddpm/6_3/13/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/6_3/14/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.510900673259267,2.4275270429614118,3.7109028964357647,1.011847645580387,Iris-versicolor
+1,6.3982658879645316,2.9030819551847364,4.3000748471214365,1.295671350679567,Iris-versicolor
+2,6.03780664695128,2.641082044065505,4.988963344009187,1.5292034142416433,Iris-versicolor
+3,4.99335084771232,2.0,3.3585428496905063,0.9815700418795652,Iris-versicolor
+4,5.586955493909138,2.883715268304192,3.485685558092629,1.3013941109644311,Iris-versicolor
+5,4.60613033187871,3.6142275875680028,1.0,0.20068982903236288,Iris-setosa
+6,6.505265893722168,3.0,5.509444450145677,1.8026852791358934,Iris-virginica
+7,6.137116617325658,2.603521767011472,5.594592054368165,1.4175167495285743,Iris-virginica
+8,4.870539409346638,3.0,1.398922047902952,0.20211435369159572,Iris-setosa
+9,5.181466955747397,3.4200473935329048,1.398476350793592,0.20187269646362577,Iris-setosa
+10,5.707118474603219,2.7874238650931105,4.510927051037411,1.2962901597598226,Iris-versicolor
+11,6.796465591120265,3.0,5.520076867248603,2.0641797468058996,Iris-virginica
+12,5.716650751766559,2.9002852645951065,4.243535648006216,1.2825466476277874,Iris-versicolor
+13,4.9051940732976895,3.122776742790591,1.5556572705825369,0.10000009915562591,Iris-setosa
+14,5.011071921503119,2.000000648572506,3.5398978783590582,0.9108482570024001,Iris-versicolor
+15,4.4,2.893136658170846,1.4020049754260118,0.19006118131977057,Iris-setosa
+16,7.331523758590471,2.9081799822025727,6.294741327901688,1.7911016466958496,Iris-virginica
+17,5.631666868039843,3.0,4.147593242203681,1.3197977469857298,Iris-versicolor
+18,6.877450868958542,3.1143231535093614,5.058981338726073,2.281561676787309,Iris-virginica
+19,7.899998928794309,3.802945916256173,6.4267032109394115,1.9915334878060982,Iris-virginica
+20,6.71072627322237,3.306185060330742,5.699797673458862,2.1019646461420165,Iris-virginica
+21,4.910777163375706,2.395388978480765,3.1759828108684856,1.00809074428347,Iris-versicolor
+22,5.007084882531681,2.0000006276211657,3.5234660020204474,0.9717361069869441,Iris-versicolor
+23,6.7340802947568354,3.114031814455733,4.729643958471892,1.5086642806043868,Iris-versicolor
+24,5.279822745651166,3.485842410017533,1.6581570887909314,0.4227283553865796,Iris-setosa
+25,6.278529914112558,2.3210614936572407,4.414265828536158,1.3016114080159675,Iris-versicolor
+26,6.701515432285068,3.2985339927238453,5.689427779327679,2.1044864032643082,Iris-virginica
+27,5.995655439123643,2.7212476392660756,5.096084725054486,1.5995119536133438,Iris-versicolor
+28,6.796293801275301,3.1947033093080344,5.918070561561354,2.2873500544261356,Iris-virginica
+29,6.102577156759655,2.8097505515655805,4.710008777706165,1.200801047023444,Iris-versicolor
+30,5.9838534198716165,2.8299562075453295,4.686735871250514,1.5172102006780435,Iris-versicolor
+31,6.7221608944773275,2.513116753481692,5.868001067084492,1.8051302391145847,Iris-virginica
+32,6.295157499365454,2.500601912502384,5.016446529983858,1.8786890895290247,Iris-virginica
+33,6.3901031884757655,2.938081886753865,5.534916387480674,1.8044357085140172,Iris-virginica
+34,4.834917466489373,3.0,1.3969629072808372,0.26722344988002544,Iris-setosa
+35,6.31203439200846,2.2835660428940465,4.392368371319333,1.3029948656866237,Iris-versicolor
+36,6.285075779158502,3.307798467279877,4.669161948409232,1.5942310081368467,Iris-versicolor
+37,6.8009488079117695,2.8049074393271245,4.795859951468651,1.4147044501035895,Iris-versicolor
+38,6.847244595331732,3.2039028637222975,5.77334185244405,2.305738237582775,Iris-virginica
+39,6.808806154333801,3.097796119332142,5.1278175962792565,2.314681928600958,Iris-virginica
+40,4.861054791158656,3.0,1.4098442009104828,0.1,Iris-setosa
+41,7.07721215097844,2.9075943073501813,6.122775197239649,1.7667200635273197,Iris-virginica
+42,5.128172308554832,3.7533304027509935,1.7746227640428798,0.19907648536746386,Iris-setosa
+43,6.66029744988909,2.4906495699950995,5.787680472542841,1.7900605017459792,Iris-virginica
+44,5.66715784186439,3.788481879701761,1.71758299515207,0.2979788425373532,Iris-setosa
+45,5.501309306601869,2.5856161015889962,4.372846435552081,1.1777423163053915,Iris-versicolor
+46,5.539193176479666,2.614794174960313,4.413555196320933,1.2056399637298798,Iris-versicolor
+47,7.103468849846642,3.0,5.8535485654537025,2.0826755310376592,Iris-virginica
+48,7.9,3.797566530030335,6.421612601084043,1.993145761751834,Iris-virginica
+49,5.002143758104459,2.000000565625798,3.435551817432215,1.0223407614175186,Iris-versicolor
+50,5.013514397435146,3.568230013571329,1.3982016715927554,0.1996694959817366,Iris-setosa
+51,4.588627178861791,3.415121177521946,1.4027624639653558,0.30232047823014385,Iris-setosa
+52,5.186098208022074,2.4971572621564055,3.4988703433863044,1.0478566160111753,Iris-versicolor
+53,5.9442179802349635,2.7643697766349584,4.205496513546999,1.0572464681566336,Iris-versicolor
+54,4.997370376628257,3.6470338156890465,1.4018624372848754,0.19803990629849283,Iris-setosa
+55,5.36788603381681,3.9,1.3325231243233953,0.4360079976509803,Iris-setosa
+56,5.827576120536397,2.760120534820739,4.3822950364746545,1.086129154755051,Iris-versicolor
+57,7.7033199963341,2.7979162702974616,6.7073251877125495,2.0186520292057946,Iris-virginica
+58,5.160966916937887,3.402320923971838,1.4028338166496104,0.19956228698936296,Iris-setosa
+59,5.370571851907414,3.4035216009669456,1.5910135514565824,0.41294667073533564,Iris-setosa
+60,7.188826452471084,2.8858442350558597,6.1975582819617365,1.7687255739491632,Iris-virginica
+61,7.714835880376363,2.6038021499085553,6.899998873442824,2.3055290979243774,Iris-virginica
+62,6.688398618607636,3.0976825934215104,4.702536178020676,1.4937495768215197,Iris-versicolor
+63,5.610851204739736,3.0,4.444228911263123,1.5025535071195029,Iris-versicolor
+64,6.015536049597487,3.4048158043223435,4.490800682476044,1.6111987019622016,Iris-versicolor
+65,5.609267298180323,2.5958551815077984,4.274290756130414,1.1236535527495342,Iris-versicolor
+66,6.974127481874685,2.8505734244059973,6.0728105937229,1.774509295466257,Iris-virginica
+67,6.743134907850225,3.2693894862125656,5.730772971308258,2.1442247857725776,Iris-virginica
+68,5.571845856624306,2.4926583986598567,3.8851748758676807,1.1160988781900858,Iris-versicolor
+69,5.738962560127806,2.8007067653384965,4.478261621999152,1.3021445872894097,Iris-versicolor
+70,7.702193054001238,2.5952358446492556,6.899998967423159,2.297110814342071,Iris-virginica
+71,5.53928569524432,2.413574059816701,3.7580537322137677,1.0484643102422506,Iris-versicolor
+72,4.985510907701642,2.0,3.4364926894019385,1.028152223543484,Iris-versicolor
+73,6.035051167161269,2.9120766156997457,4.6318984120636255,1.3292472783975462,Iris-versicolor
+74,7.699360387255721,2.9766369908526116,6.676275788916796,2.090426997771547,Iris-virginica
+75,4.959724043048602,2.429878053169805,2.9749240899455733,1.0356147412324488,Iris-versicolor
+76,4.485171143498488,2.249207389436796,1.3205131252363504,0.2874913928729953,Iris-setosa
+77,5.01697656168664,3.5686557425618797,1.3976724553148683,0.2016748250804356,Iris-setosa
+78,4.4,2.90667517974967,1.4008819692301375,0.19583669263879933,Iris-setosa
+79,6.8371388892696485,3.186212961761502,5.766213416890882,2.2932228928513037,Iris-virginica
+80,5.099752384798377,3.8086384523782453,1.5758181382339709,0.20678481874594062,Iris-setosa
+81,4.5939440797934745,3.6028622768335317,1.0,0.20570210737852163,Iris-setosa
+82,5.6213877183777266,2.891165361746187,3.6911353403981306,1.3009637277203654,Iris-versicolor
+83,5.937021345053237,3.0,5.081479613578491,1.8015579363566991,Iris-virginica
+84,5.119053378250938,3.791402379709166,1.746501470263172,0.20509497114135244,Iris-setosa
+85,6.027870732707101,3.3471964711355726,4.501652514904762,1.5855126354976519,Iris-versicolor
+86,5.994632276843379,2.6932833196969974,5.041889402819838,1.5855236998676554,Iris-versicolor
+87,4.849664021629036,3.0,1.398521653988519,0.1,Iris-setosa
+88,4.4,3.0,1.3761448715535325,0.20591821602885546,Iris-setosa
+89,5.903724253633804,3.0,4.223749084069567,1.5124373949644734,Iris-versicolor
+90,6.01974458380086,2.192352926018839,4.919496853443757,1.5045379233029725,Iris-virginica
+91,6.249980712918531,3.401785904716825,5.596261872190062,2.395576752761128,Iris-virginica
+92,5.517144205299651,2.583851453789392,4.301930947962622,1.2018692091676626,Iris-versicolor
+93,4.590081771361717,3.607135843776442,1.0000003734507346,0.19447213427767995,Iris-setosa
+94,6.1252419613285545,3.0,4.612313379204878,1.4403552408278335,Iris-versicolor
+95,5.037004366103629,3.418725123652693,1.8926462918025149,0.3915675178408213,Iris-setosa
+96,6.226268877388289,2.181428050172667,4.514534746700508,1.4934916620643028,Iris-versicolor
+97,5.922169398444169,3.0,5.097901590313219,1.804461927460079,Iris-virginica
+98,5.852526284959724,2.7858812649947007,4.641816126266972,1.2560940762212904,Iris-versicolor
+99,7.304008414763241,2.886896631209968,6.303006415238456,1.7874330687522153,Iris-virginica
+100,4.907451318098543,3.1251386785566657,1.6473958748742665,0.1,Iris-setosa
+101,5.124503679630635,3.7078331616406417,1.6377284949732442,0.38954681562297305,Iris-setosa
+102,5.372386145538348,3.8999994818776376,1.3115739136509643,0.3476641399820251,Iris-setosa
+103,6.017453039954654,3.377922702054593,4.50602688753482,1.569368212342151,Iris-versicolor
+104,6.506660251097265,3.197902280395617,5.12038221228976,2.008811245927166,Iris-virginica
+105,6.80533503479729,3.0,5.477879819245841,2.1144029123204167,Iris-virginica
+106,4.400000477358619,2.894521965238206,1.3650549845908373,0.19997558028588874,Iris-setosa
+107,5.003723590513686,3.6104061545360313,1.3980429761269697,0.20034481532567155,Iris-setosa
+108,5.229680798800096,2.6875122168196426,3.90015919496043,1.3950165249674304,Iris-versicolor
+109,5.994040422192806,3.3757265239965735,4.519995810345157,1.597478141730637,Iris-versicolor
+110,5.737601756074212,2.8812096114837225,4.0689741971513795,1.236452278062902,Iris-versicolor
+111,7.593582530542074,2.934776211913865,6.652814114532544,2.0549143783213846,Iris-virginica
+112,6.861066814022616,3.0,5.547842132121756,2.0994909141822746,Iris-virginica
+113,4.7603597928558035,3.4064057484491137,1.4874748237943785,0.20960273862569098,Iris-setosa
+114,5.008689899272669,3.5941548530466623,1.3953111705335628,0.2039909923265618,Iris-setosa
+115,5.133704536316692,2.659558607320578,3.8017041716983497,1.3843992787428994,Iris-versicolor
+116,4.627028607191734,3.401084476835193,1.4043010683449508,0.2996065829858241,Iris-setosa
+117,4.976217520017964,3.5988579925987088,1.388879655035299,0.2012069094657056,Iris-setosa
+118,6.912004162328206,3.1781459360377573,5.689933340723763,2.3097041496492086,Iris-virginica
+119,6.810694744282818,3.0422286281467805,5.145225431926906,2.286773759611111,Iris-virginica

iris/tab_ddpm/6_3/14/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/6_3/14/train.csv

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

iris/tab_ddpm/6_3/14/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/6_3/15/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.668262661213091,2.7565708406643075,4.4919038693660855,1.2871163565904569,Iris-versicolor
+1,5.724353926383474,2.8684978831673846,4.174365201364779,1.2851717594668042,Iris-versicolor
+2,5.781881809724886,2.8982588646448746,4.408409587018791,1.3148227627740392,Iris-versicolor
+3,5.006989937474729,2.0,3.572571499504783,0.9254605565602272,Iris-versicolor
+4,4.805111605785703,3.0,1.3879080236684962,0.1,Iris-setosa
+5,5.603069142725481,2.7284849755214484,4.4791042352412385,1.2689937996424197,Iris-versicolor
+6,5.939345190668881,2.9586402058500014,4.46350868623814,1.503453450889154,Iris-versicolor
+7,6.165405973070294,2.2049698863509115,4.482024847972439,1.5050506630323628,Iris-versicolor
+8,6.861675971229703,3.09609824488071,5.136563788573083,2.278773545186715,Iris-virginica
+9,7.700487620061424,2.588834405592536,6.9,2.302185755560008,Iris-virginica
+10,5.649428387465431,3.0,4.500406795848819,1.5099427826021237,Iris-versicolor
+11,6.482826179793105,3.0,5.420480544527771,1.8078173915063016,Iris-virginica
+12,4.890083129148803,3.085888814469037,1.4880244489030459,0.1,Iris-setosa
+13,6.800723864632571,3.201086238216231,5.830631198772738,2.2712977926380757,Iris-virginica
+14,7.899998717251014,3.786822365292286,6.461898805967321,1.995950759659428,Iris-virginica
+15,5.367608383207504,3.9,1.275569726911375,0.4743393148227173,Iris-setosa
+16,4.9966576992536575,2.0,3.4416567006298373,0.9037918493654449,Iris-versicolor
+17,5.639199333062582,2.87284185720926,3.578244682879355,1.304039371401667,Iris-versicolor
+18,6.165810491804788,2.5996604088640343,5.606283172746872,1.417577404719325,Iris-virginica
+19,4.8222945142570826,3.0,1.4028093428391621,0.1000000985242099,Iris-setosa
+20,5.630855984819626,3.7909112773358036,1.8844760686884603,0.3790021457473719,Iris-setosa
+21,5.987903840644056,2.709509677580374,5.067632211392193,1.5941679567010227,Iris-versicolor
+22,6.316740466999876,2.306136974319008,4.369151786884289,1.3043135640438908,Iris-versicolor
+23,6.705510176118497,3.0948543665692223,4.728267950130302,1.5114415663699032,Iris-versicolor
+24,5.987443915895817,2.687965034711008,5.386293115013298,1.7843841466307873,Iris-virginica
+25,5.536922400676226,2.4055472986303728,3.6567926427509136,1.0518877438180616,Iris-versicolor
+26,4.781428364103582,3.399041789118114,1.6477093324505805,0.19487583362196276,Iris-setosa
+27,5.663287599542891,3.0,4.532454453660519,1.4929658760153195,Iris-versicolor
+28,6.711005959106575,3.279925041597034,5.70202481419066,2.499999569628831,Iris-virginica
+29,5.596642649969949,3.0,4.431191975609047,1.5046437559400854,Iris-versicolor
+30,6.79785470728231,2.80689178530136,4.803368914671987,1.3969784052807388,Iris-versicolor
+31,4.504025319097923,2.300402753384534,1.3110660305866797,0.33203119410102366,Iris-setosa
+32,5.106955663595038,3.81103779613313,1.4980571288328965,0.20248061763694436,Iris-setosa
+33,5.008013725467437,3.5992459108403896,1.3973928864131266,0.2161033308941011,Iris-setosa
+34,6.70526623576036,2.4872406660680983,5.791893810650201,1.81230091939974,Iris-virginica
+35,4.597368322582547,3.607550464420716,1.0000004992373674,0.198135577847981,Iris-setosa
+36,5.104161846487682,3.4995819932399717,1.3834315089298062,0.19876650559201997,Iris-setosa
+37,7.3313023962578,3.0,6.263405087316508,2.0796191807223776,Iris-virginica
+38,5.1807002904574775,2.685932306175136,3.933034473383489,1.4131668229607919,Iris-versicolor
+39,7.114808479273763,2.94248464481448,6.0060872202318105,1.8871399593691267,Iris-virginica
+40,4.900144770454873,3.0,1.3846728347247657,0.2025707244182934,Iris-setosa
+41,4.892062775141075,2.3907451135635487,3.548792786489831,1.00527178888937,Iris-versicolor
+42,6.152103427654943,3.2124763686872773,4.631470341147611,1.517660870165348,Iris-versicolor
+43,7.71546384221354,2.614741312836193,6.9,2.304468757262344,Iris-virginica
+44,6.715077665259159,2.514163052581836,5.881774851188253,1.8153684465114868,Iris-virginica
+45,6.871564954619947,3.171173590266731,5.673710819381218,2.3009458457936858,Iris-virginica
+46,6.216932349032354,2.828728142008376,4.252018684893711,1.23073978090118,Iris-versicolor
+47,6.29825660525249,3.404365660401827,5.614743242873191,2.405779059665978,Iris-virginica
+48,6.1973396148147275,3.067340757554524,4.625206261220739,1.4759932150674513,Iris-versicolor
+49,4.989385639559926,2.0,3.504189111718356,0.9308280533309758,Iris-versicolor
+50,7.6855540225993915,2.6136805234290303,6.9,2.2970782844384803,Iris-virginica
+51,4.9511638867820436,2.426387892374884,3.412727522991111,1.0592988403754124,Iris-versicolor
+52,5.222458121036782,3.4067517270792202,1.3922155072517313,0.19789620698085614,Iris-setosa
+53,7.710798277417125,2.601258180364589,6.9,2.3037565501408546,Iris-virginica
+54,5.374864133944673,3.9,1.2797587023806214,0.40150856525409045,Iris-setosa
+55,4.634534792794113,3.405118957735573,1.4021950961154488,0.2991012006602256,Iris-setosa
+56,6.631602032465812,3.0240545885313668,4.521681596289126,1.4485910557058068,Iris-versicolor
+57,5.410508149904254,3.3955011366792434,1.6943269931038347,0.20029387574134178,Iris-setosa
+58,6.164015299540697,2.219282469962429,4.5318472356073904,1.4983474726825525,Iris-versicolor
+59,6.907358649428103,3.136429482987722,5.426028512862053,2.3066026209059194,Iris-virginica
+60,6.191229462400942,2.2100071999895183,4.494382943960279,1.4976897438699674,Iris-versicolor
+61,4.900475461368124,3.102959852165824,1.5367357662404826,0.10000009812352241,Iris-setosa
+62,6.471207814315798,3.0,5.501863443550034,1.8111914165928718,Iris-virginica
+63,6.809824067582606,3.1830846910244928,5.774199141408568,2.296631083466311,Iris-virginica
+64,6.079704881616125,2.7591285531951466,5.511347959323551,1.8202747107071122,Iris-virginica
+65,5.993084512632097,2.9101029258697877,5.261915342222376,1.853488106298635,Iris-virginica
+66,7.6440486819408395,3.0,6.632205209250561,2.0908003867049842,Iris-virginica
+67,6.416979274005925,3.1312724680821526,5.081630122804588,1.9494395195208325,Iris-virginica
+68,5.443363332790064,3.385281106994139,1.7931620695352783,0.19760545172253374,Iris-setosa
+69,4.99184096228684,2.0,3.524678358335821,1.004867793228201,Iris-versicolor
+70,6.047088318076248,3.0,4.514154128297439,1.387194784506323,Iris-versicolor
+71,6.02071700807114,2.6962087434912236,5.147497407113398,1.602813992952139,Iris-versicolor
+72,6.718417255402598,3.2992351960975634,5.717893415046931,2.4999996312947657,Iris-virginica
+73,6.177051753548689,2.2015540755921874,4.482290866607619,1.4982703821783614,Iris-versicolor
+74,6.331860864806457,3.3920500519343078,5.605316516478882,2.399235555861381,Iris-virginica
+75,6.7230941564751205,3.312175237575426,5.6861254812628115,2.499999608735161,Iris-virginica
+76,4.4,3.2294792966354793,1.2993145197414189,0.20659546241597632,Iris-setosa
+77,5.880207005625823,3.0997055882075775,4.408786699169288,1.5115699290966498,Iris-versicolor
+78,7.899998427689837,3.791159602907322,6.39988800807895,2.0236235774892384,Iris-virginica
+79,6.68443834059071,3.060947289806541,4.600111409064549,1.4924593475526924,Iris-versicolor
+80,6.0978763467598895,2.7992649060482737,4.700168740467538,1.2055154906918446,Iris-versicolor
+81,6.711586804055149,2.496475517989169,5.819709218881513,1.803479882863956,Iris-virginica
+82,6.793522460240328,3.0,5.450791874482474,2.114338452350804,Iris-virginica
+83,4.997180313949784,2.0,3.189179161592593,0.959025439227764,Iris-versicolor
+84,5.59480008133722,3.0,4.519487300251712,1.502210810034589,Iris-versicolor
+85,6.336886594197725,3.3944828150662967,5.61619068444165,2.387910845745434,Iris-virginica
+86,6.70941413343371,3.2874475386887965,5.698354235979679,2.1102052183564877,Iris-virginica
+87,5.3675739740083035,3.899999558302949,1.2799470012497047,0.3780909608557784,Iris-setosa
+88,7.383416506938727,2.896368353560928,6.3741514929158365,1.821659350010975,Iris-virginica
+89,6.012976167208621,2.688559539494041,5.110189527873142,1.6014215585166882,Iris-versicolor
+90,6.702500247500703,3.095138477746333,4.680794912754363,1.496183015665899,Iris-versicolor
+91,6.519681011188668,3.0,5.791775025253834,2.1808641811367537,Iris-virginica
+92,5.717679657384307,3.8003817885926194,1.6827519883343283,0.31366185810487834,Iris-setosa
+93,6.493449720743364,3.049392573575317,5.290162659580324,1.913355572831894,Iris-virginica
+94,4.605069522955115,3.6190102347501507,1.0000005593287022,0.2021243245209509,Iris-setosa
+95,5.397438467466467,3.8999996195941806,1.3166488238370655,0.3748826273316391,Iris-setosa
+96,5.045471434320337,3.5428084734597176,1.3891303887866953,0.20506369177194994,Iris-setosa
+97,5.57586075579677,2.5022585522797454,3.873754065156886,1.1138494453715515,Iris-versicolor
+98,5.3844880792557674,3.8999996481204633,1.3034437133356804,0.43004480337574635,Iris-setosa
+99,4.605739846453159,3.3677983082812406,1.4079464851144925,0.31373821900338933,Iris-setosa
+100,6.8390049144912535,3.0,5.521347754829478,2.098250581250229,Iris-virginica
+101,5.760468252380887,2.8035182008563373,4.042145001827384,1.199868154952368,Iris-versicolor
+102,6.281838099599407,2.266622235284248,4.637660134203806,1.4917531953181706,Iris-versicolor
+103,5.857940584981846,2.9118845308468404,4.504371852638598,1.4689202364905245,Iris-versicolor
+104,5.398924993159955,3.8999995927460294,1.3027194118205354,0.3434318127442694,Iris-setosa
+105,6.020260750553206,2.6955824477060406,5.137013164852054,1.6187149717905889,Iris-versicolor
+106,6.801590063107781,3.1905135110597813,5.802949679380971,2.3056918341622787,Iris-virginica
+107,4.588397479517253,3.633363952995239,1.0,0.2058027387091449,Iris-setosa
+108,6.306577878411514,2.3158024200584784,4.408372222967896,1.3104126234996631,Iris-versicolor
+109,6.840237597977306,3.192718212911935,5.741602326600757,2.3027133847319368,Iris-virginica
+110,6.3575339237746995,2.8528121224652487,4.279959043779821,1.26779686944712,Iris-versicolor
+111,6.300155554126613,3.4047115710406604,5.592875598754637,2.397166079766921,Iris-virginica
+112,6.271565442789911,2.46052338570167,4.881801031849425,1.5119252647697412,Iris-versicolor
+113,6.084275104457415,3.3911305306070165,4.575995564843429,1.610626137552386,Iris-versicolor
+114,5.526711662930536,2.554662650427614,4.335802758113803,1.1218672110138415,Iris-versicolor
+115,5.469879303438735,2.3636114405167374,3.638435145795863,0.9282672914489745,Iris-versicolor
+116,6.898899613706442,3.0,5.373538917288192,2.2060014830528583,Iris-virginica
+117,6.099595517101593,2.5987090608995107,5.61445759350868,1.4036759538188979,Iris-virginica
+118,5.051031408001814,3.409262815438106,1.6076035314372001,0.4504466842028201,Iris-setosa
+119,4.501423564442253,2.3116032970323954,1.313562137082199,0.2995992159296167,Iris-setosa

iris/tab_ddpm/6_3/15/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/6_3/15/train.csv

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

iris/tab_ddpm/6_3/15/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/6_3/16/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.8935427342650515,3.0,1.3838545482808136,0.19462445045295565,Iris-setosa
+1,5.604882380586074,3.0,4.474664041245099,1.5093119934460728,Iris-versicolor
+2,6.866163842222289,3.2088525557513368,5.7665871263665265,2.3043954093875003,Iris-virginica
+3,5.9609218481266995,3.0,4.233334988210296,1.4871148877443159,Iris-versicolor
+4,6.731087491423259,3.205588951314231,5.735464725747605,2.182684634836411,Iris-virginica
+5,6.4787096930751344,3.0,5.5142197081673,1.807653350300188,Iris-virginica
+6,4.992486171362073,2.000000598322341,3.532065110884579,0.9889889467202795,Iris-versicolor
+7,6.190746743932699,2.2668541262437234,4.381838797766312,1.3057999414259958,Iris-versicolor
+8,4.801365425610225,3.0,1.395370135546408,0.10000015650379199,Iris-setosa
+9,4.88770439376875,3.0481341304419693,1.4643857296208185,0.10000010671552197,Iris-setosa
+10,4.967793930322723,2.42943407729411,2.947832500612269,1.0198233702748438,Iris-versicolor
+11,7.899998970544839,3.798633621866207,6.37503532543598,1.9855240019416742,Iris-virginica
+12,5.818304000685737,2.725031233936139,5.053871540679192,1.8955143732108948,Iris-virginica
+13,5.614823396628258,3.0,4.48770944890172,1.4938557515575077,Iris-versicolor
+14,4.938012882236081,2.3969533524641093,3.1725259626190563,0.9765275655113734,Iris-versicolor
+15,4.819821857532459,3.400866442619415,1.4955802552043753,0.20410486287108795,Iris-setosa
+16,5.613693722716367,2.9067696131124037,3.640086867792813,1.2891659321929279,Iris-versicolor
+17,6.444597437240396,3.0,5.5385997512449885,1.786507704422992,Iris-virginica
+18,5.786368466823694,2.7431455572676096,4.1237019421323735,1.0875316124897783,Iris-versicolor
+19,4.4,3.161478218643124,1.2967687570279391,0.194707516963382,Iris-setosa
+20,6.204165419476727,2.2046515510486295,4.460436636445686,1.5053302690134323,Iris-versicolor
+21,4.932278600258265,2.4232064332931813,3.3735058724701847,1.0115009845844805,Iris-versicolor
+22,5.119985489782955,3.3957986727633815,1.5143005055093175,0.4406141181780654,Iris-setosa
+23,6.302804412949267,2.902682843266264,5.6075510966487565,1.7952915219573624,Iris-virginica
+24,5.315915290891215,3.718026401856135,1.4980942583193506,0.20327186052274457,Iris-setosa
+25,6.016815261124377,2.732188153515224,4.870189903995475,1.558246355619699,Iris-versicolor
+26,4.4,3.216214931181203,1.2975961880093623,0.19845965404939148,Iris-setosa
+27,6.464771020877814,2.9379884913060277,4.305096676314603,1.312528384686557,Iris-versicolor
+28,5.436201211565121,3.8999995623664994,1.304877092333098,0.32017663696346294,Iris-setosa
+29,6.684304393489997,3.2645275044115722,5.712302708805985,2.5,Iris-virginica
+30,5.911654578480394,3.0,5.0941071356574135,1.8251607121349407,Iris-virginica
+31,5.08139347853124,3.7805940614732396,1.5972070230631727,0.21576950923415114,Iris-setosa
+32,4.400000454522381,2.9240719400989987,1.3866080190270365,0.20193717396986102,Iris-setosa
+33,6.792948949272326,3.1982950882556596,5.830303441611813,2.2800664844645357,Iris-virginica
+34,6.4517577435217595,3.0,5.475554877589399,1.7737916713331636,Iris-virginica
+35,5.497516049920444,2.6002883248120234,4.396713334376018,1.1982917718460744,Iris-versicolor
+36,6.288632689788828,2.8831215210353265,5.585844023199974,1.7608365308248826,Iris-virginica
+37,4.594151436899901,3.604164927493777,1.000000380429671,0.19874622062944655,Iris-setosa
+38,4.78118839393199,3.0,1.3887168496743147,0.10000009500853498,Iris-setosa
+39,5.107550985274073,2.457067265356836,3.3527315321154205,1.1205984389505352,Iris-versicolor
+40,5.253299448001524,2.5356895654821954,3.6821756047420804,1.1970279384360956,Iris-versicolor
+41,5.773429503381694,2.9499155425483052,3.9345546848346054,1.4002898048368513,Iris-versicolor
+42,6.513926027798463,3.0,5.785323941131193,2.201693364854417,Iris-virginica
+43,6.796001712129172,3.1940224959065606,5.929272585210354,2.300215470822259,Iris-virginica
+44,7.9,3.774753026190421,6.433730887652501,2.033561974396508,Iris-virginica
+45,6.118567031706326,3.01069159325879,4.60431872465613,1.4363885065991961,Iris-versicolor
+46,7.899998606360001,3.7966790334238487,6.466599228971138,1.9875838529131076,Iris-virginica
+47,4.612227695903299,3.4046072029056345,1.401655143523554,0.31686158636251277,Iris-setosa
+48,5.5490037306519335,2.450217865374409,3.8330420030988743,1.0656786561310276,Iris-versicolor
+49,5.404911841906799,3.389365120955202,1.4998021051961272,0.4121625961008095,Iris-setosa
+50,7.603603133800991,2.851288841038494,6.642798569963759,1.9664595501412636,Iris-virginica
+51,6.303831077505603,2.5041274012857904,4.991407237786049,1.8825024702404929,Iris-virginica
+52,4.865484358446283,3.293073687372475,1.4620686779157854,0.19827036706254447,Iris-setosa
+53,6.470600830846474,3.0,5.509578393214422,1.78765742919903,Iris-virginica
+54,5.603127385806521,2.5534735166080598,4.019665469743687,1.0900706281453623,Iris-versicolor
+55,6.407918935644204,3.2353661898695907,4.777250185355507,1.5898380930965748,Iris-versicolor
+56,6.091653157703737,2.8170215202678026,4.652688148725778,1.2649991393197824,Iris-versicolor
+57,5.009304809690682,2.0000010208713936,3.6096030922607314,0.9316996235933761,Iris-versicolor
+58,7.6215131896188355,3.0,6.602716668704737,2.0920585481793994,Iris-virginica
+59,5.872959689355653,3.0,5.120783768366426,1.8015286096156147,Iris-virginica
+60,6.806038958925752,3.0,5.529663478782842,2.08862547102982,Iris-virginica
+61,5.483421712047366,2.4163340845133474,3.6995337338418763,1.015404223557054,Iris-versicolor
+62,6.470854391229855,3.0986993681421735,5.164371873863497,1.9282644633525732,Iris-virginica
+63,6.091113751702478,2.8201469709720817,5.517889478591648,1.7881389921039677,Iris-virginica
+64,6.498509756547528,3.182428438316156,5.094898700600235,2.029076612517541,Iris-virginica
+65,6.194562412381857,2.219670917001908,4.541547882973839,1.477677436749689,Iris-versicolor
+66,5.105596468922846,3.491329281292705,1.395089077054684,0.19977605736561022,Iris-setosa
+67,6.2498881465206075,3.310626806525503,4.675928265921186,1.5608413301984738,Iris-versicolor
+68,6.572710066469871,3.105998568883953,5.2189690028704545,1.9534750516055184,Iris-virginica
+69,7.1371190043252,2.872997966370015,6.204084801047866,1.7631311105295517,Iris-virginica
+70,4.908343769977345,3.433886558422543,1.4504412774366093,0.20895589421781885,Iris-setosa
+71,6.629908424575545,3.33750138242565,5.7360842782727,2.5,Iris-virginica
+72,5.126734166128999,3.7894127189173834,1.7506990018204391,0.20138739072529818,Iris-setosa
+73,6.166414861828713,2.2139389591149676,4.476322180283666,1.5033446597973015,Iris-versicolor
+74,5.571455681405309,2.4778716908829503,3.9243556885452877,1.1109941400575643,Iris-versicolor
+75,4.916862206484836,3.4154830140991437,1.6273188061149513,0.2037931666558476,Iris-setosa
+76,6.933816156571581,3.188419712648262,5.8543037793020325,2.295281166026658,Iris-virginica
+77,5.342251276548763,3.682717385135192,1.5412147820938191,0.20377399747816516,Iris-setosa
+78,6.894203482407358,3.205673950950216,5.747158986759051,2.2908991396314575,Iris-virginica
+79,5.908007112212837,3.0,5.043823986202037,1.7552412697463846,Iris-virginica
+80,4.920947374715732,2.432115011113037,3.182889884781302,1.0080817358506104,Iris-versicolor
+81,6.768540333605,2.8173453882827797,4.76523782961068,1.4174783184481836,Iris-versicolor
+82,7.9,3.8131659740103974,6.353309087977982,2.0017870643907867,Iris-virginica
+83,4.8980323945509445,3.0,1.4008955757372927,0.20429259021613477,Iris-setosa
+84,5.730305043254945,3.8032462442793937,1.6583834269666198,0.35414947679975095,Iris-setosa
+85,6.08720526859688,2.7936384893871886,4.682454514070888,1.190181065372256,Iris-versicolor
+86,5.81651981193154,2.8556436205299187,4.5269593103631305,1.3053500891048724,Iris-versicolor
+87,5.420601531024183,3.40249276522159,1.600647828018893,0.41015715531190233,Iris-setosa
+88,6.690841165284065,3.3168974418053456,5.712487163089024,2.5,Iris-virginica
+89,4.632931928133402,3.567583652204459,1.000000399180584,0.2039597225099534,Iris-setosa
+90,6.65562034514244,3.0,4.4887427863712706,1.433342148620463,Iris-versicolor
+91,4.778442045025756,3.0,1.3838391946448891,0.2998833493654878,Iris-setosa
+92,5.37876542837293,3.9,1.3114660375155411,0.3536040555858627,Iris-setosa
+93,5.6547411140671135,2.9459023440958907,4.2146429610787335,1.293089435795082,Iris-versicolor
+94,6.836699028810726,3.1913390299063433,5.9028925256893245,2.303986286742975,Iris-virginica
+95,5.980975217566956,3.4133217387243606,4.5355368296107885,1.6422143562373541,Iris-versicolor
+96,7.236523710596207,2.8702500362540984,6.238538989702926,1.7802626413557456,Iris-virginica
+97,5.734876175009473,2.7963371998025215,4.285283341794094,1.232806701633965,Iris-versicolor
+98,5.606718357621728,2.460430044879563,3.842055214349941,1.004000442884064,Iris-versicolor
+99,4.823611415112564,3.4130404345889684,1.527137224306119,0.20153995295399296,Iris-setosa
+100,5.808380981495387,2.687189028584021,5.078251970305888,1.8968190008486885,Iris-virginica
+101,5.569446491915834,2.559218665515688,4.261450797750802,1.1419453574098184,Iris-versicolor
+102,6.298086676872685,2.2868025411697226,4.407073183298625,1.2849917446791326,Iris-versicolor
+103,5.392622030474203,3.396245242812396,1.6773904025371245,0.2107763359644335,Iris-setosa
+104,4.9163534664718735,3.1013899645437606,1.486279071219899,0.1,Iris-setosa
+105,6.69947548716224,3.1075959753017766,4.673330209336462,1.4933587485961217,Iris-versicolor
+106,6.066346403501484,2.807453979225403,4.677953486810608,1.1556439124757656,Iris-versicolor
+107,5.8907241715400955,3.0,4.286059693187765,1.4840056751526403,Iris-versicolor
+108,4.990032076827364,2.0,3.3877129566927415,0.959141505170767,Iris-versicolor
+109,6.105476818807274,2.7982157457313868,4.685845058891771,1.2260531737059164,Iris-versicolor
+110,6.28281866459442,2.894923282004623,5.606952194864547,1.8129984371863646,Iris-virginica
+111,5.632879699745705,2.7795287933182893,4.48599205492588,1.3023018820924248,Iris-versicolor
+112,7.690557578826798,2.6009461195435337,6.9,2.2965059508274277,Iris-virginica
+113,6.260287391541702,3.409139209129989,5.625985722064572,2.405292566922047,Iris-virginica
+114,4.4,2.889918120282638,1.4025514893054207,0.19555615787152292,Iris-setosa
+115,5.101380701328978,3.686851003269369,1.6975891158103467,0.4249293224243182,Iris-setosa
+116,5.236300230001551,2.701341845173358,3.980203411304554,1.3924793312904227,Iris-versicolor
+117,6.838396193330695,3.1975252044260425,5.8104054541284995,2.2935403345669534,Iris-virginica
+118,5.189650125117387,2.7034119526932616,3.840135319916274,1.394997327590581,Iris-versicolor
+119,6.436361848990756,3.0,4.3625569241126,1.3934716192274441,Iris-versicolor

iris/tab_ddpm/6_3/16/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/6_3/16/train.csv

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

iris/tab_ddpm/6_3/16/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/6_3/17/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.067018151582958,2.502106277150687,3.117452420258325,1.0928434005271672,Iris-versicolor
+1,6.6371087459753095,3.0161444434262683,4.582194630984675,1.4423305356601577,Iris-versicolor
+2,5.359597237500738,3.405550379131552,1.499079349293738,0.4007590502157763,Iris-setosa
+3,5.315922736346249,3.685990486543373,1.4973892296090234,0.20536447284590376,Iris-setosa
+4,6.863995390800619,3.1999262932562886,5.737179934031339,2.3078981269738654,Iris-virginica
+5,4.602314152374253,3.6015101817343003,1.000000594238622,0.19803854310429259,Iris-setosa
+6,5.528565833806377,2.420569038188378,3.682911082675696,1.0123372417402454,Iris-versicolor
+7,6.248747998041358,2.9061933660016765,5.593607984992687,1.8099280564661824,Iris-virginica
+8,4.998190451424908,3.398389266929225,1.5966990542245516,0.3877879833108829,Iris-setosa
+9,7.257798622162337,2.891545964464139,6.261248295499564,1.784648042557957,Iris-virginica
+10,6.1058904933976565,2.6028384381081784,5.606881482941864,1.3961612262327272,Iris-virginica
+11,7.107707342489157,2.9708941342830495,6.0389420869621695,2.0069118611727155,Iris-virginica
+12,6.427881559937124,3.0882792672922124,4.672685347897322,1.4760686191696386,Iris-versicolor
+13,5.9295247019443025,3.0,5.090954640374854,1.7843234919890767,Iris-virginica
+14,6.795259939975244,3.0,5.506412892451803,2.107018305484664,Iris-virginica
+15,4.4,2.9193914022688423,1.3960215334819557,0.20109319811256704,Iris-setosa
+16,6.256345199479117,2.5012488843250735,5.065988646184743,1.899756022702122,Iris-virginica
+17,6.477348348056927,3.0,5.793511175319743,2.218320844451439,Iris-virginica
+18,5.41405676292567,3.9,1.3164405071856111,0.458801021425772,Iris-setosa
+19,5.217654783350754,2.7034852853782083,3.886074257508649,1.3980333198636496,Iris-versicolor
+20,6.508645807889902,3.1978427771925184,5.0576925729535995,1.9973022125284252,Iris-virginica
+21,6.708844962969418,3.3190402183547616,5.70323837220406,2.4999996272666993,Iris-virginica
+22,5.088167922038534,3.6906911752144436,1.4981379434386408,0.4418193837963327,Iris-setosa
+23,4.5957469549994805,3.6189505048604427,1.0000004109204947,0.20144636193964724,Iris-setosa
+24,5.704761442422153,3.7990392028791264,1.7177774857925938,0.33031091879515523,Iris-setosa
+25,6.758390188796257,3.248943320642381,5.775446010131114,2.219646089192658,Iris-virginica
+26,5.1073010598228725,3.732555427653365,1.5463474786471871,0.20743751666845733,Iris-setosa
+27,5.14578662433706,3.4845289037574143,1.4110655798066696,0.20040022722320724,Iris-setosa
+28,5.970566421082484,3.400647414288094,4.473982370872632,1.5520559587138734,Iris-versicolor
+29,5.687710028754023,2.778044570678332,4.525186387808196,1.3000167548464119,Iris-versicolor
+30,5.403104711639007,3.4058956765705535,1.5342307781739062,0.3863147387350344,Iris-setosa
+31,5.9517005234300635,2.7042715322016937,5.121159534314929,1.5849245113432897,Iris-versicolor
+32,5.119709838847555,3.4886131897014465,1.402376416099177,0.20342643516900374,Iris-setosa
+33,5.769987591333885,2.9688996833598567,3.9335326962820725,1.3950689713637072,Iris-versicolor
+34,4.922575253033828,3.0,1.406361919444,0.1997862617331857,Iris-setosa
+35,5.617881763461723,3.0,4.534882016748255,1.5046488317241993,Iris-versicolor
+36,5.297514452775458,3.696408764170212,1.4947914811975893,0.1959313165944092,Iris-setosa
+37,6.702963529455556,3.1099382485901117,4.68149319959585,1.5067083500935312,Iris-versicolor
+38,5.980843716032034,3.0,4.243125243933363,1.4880603891051152,Iris-versicolor
+39,6.005351335583731,2.723655566595318,5.087345930858454,1.5829863774475932,Iris-versicolor
+40,6.898343098389384,3.1748182046287603,5.744082211539704,2.2843759786297775,Iris-virginica
+41,5.0026581243147445,3.386108399810893,1.6917407360166365,0.3827752125729308,Iris-setosa
+42,7.727946921576295,2.875517498875702,6.724847752208047,2.0424250680574123,Iris-virginica
+43,5.311921712352009,3.7038610160120307,1.4966254250759397,0.20382651768405463,Iris-setosa
+44,5.3585881543147815,3.432187360359267,1.558144537625188,0.20941159608586413,Iris-setosa
+45,7.603727903650457,3.0,6.61745639760221,2.078009404201944,Iris-virginica
+46,4.4,3.211915468413358,1.2752626154277111,0.1992376761475405,Iris-setosa
+47,5.704285000248368,2.603228484881225,4.358539230555485,1.1856046049131983,Iris-versicolor
+48,4.882987298711091,3.051945877300894,1.4765334041093765,0.1,Iris-setosa
+49,4.59942496529821,3.591207519878121,1.0000004569169632,0.20022731561942464,Iris-setosa
+50,6.474679860174354,3.1696089960559743,4.664387394595796,1.528676497734245,Iris-versicolor
+51,5.98783255720943,2.1960373398738433,4.972929597275553,1.504873533272993,Iris-virginica
+52,4.94928685359808,2.436641738476497,3.167903726038417,1.025136537191733,Iris-versicolor
+53,5.799859592843931,2.6847657721275073,3.9789708355612996,0.8743770744306958,Iris-versicolor
+54,5.39269740394371,3.9,1.3249480795839728,0.3861406276293231,Iris-setosa
+55,6.006821349926221,2.91956562063867,4.479043375015561,1.4989080269575894,Iris-versicolor
+56,4.6221765462979425,3.602403987309854,1.0000004138398948,0.20826718686095616,Iris-setosa
+57,5.117933697133172,3.788526314019343,1.5997297384099056,0.2016366934138837,Iris-setosa
+58,5.773741407850297,3.0,4.30513983133657,1.4515226026740982,Iris-versicolor
+59,6.009978201887691,2.7289676486154293,4.9648010782332035,1.5922540778721832,Iris-versicolor
+60,6.217234013154351,3.002123277209153,4.63556218115102,1.4548967720309138,Iris-versicolor
+61,6.004780225650432,2.8368531208886405,4.494804564283464,1.2356889830130018,Iris-versicolor
+62,5.188526157195422,2.6958393586387905,3.8598232119746316,1.374405499121659,Iris-versicolor
+63,6.657625436487756,3.0309798444420086,4.584864614064828,1.4710210712967642,Iris-versicolor
+64,4.498542657194355,2.3251923619056143,1.2887476969219405,0.3514970780196309,Iris-setosa
+65,5.408137520255279,3.3941258912858,1.538229903393459,0.4161176704748634,Iris-setosa
+66,6.26244246230368,2.2600635981145674,4.382554017201202,1.3254054843035568,Iris-versicolor
+67,4.601502537770108,3.6145627190773455,1.000000429841826,0.19808866877435202,Iris-setosa
+68,6.9027258667825775,3.209333883710323,5.643089458119782,2.304941099115431,Iris-virginica
+69,4.59877091753327,3.6266231699657228,1.0,0.21317686722974566,Iris-setosa
+70,6.8915085404952094,3.1038406978160307,5.146304166429991,2.297836517676065,Iris-virginica
+71,5.307646330737021,3.7119994154970644,1.498377539724732,0.20503009496708313,Iris-setosa
+72,6.690939398615734,3.2634693579867853,5.739634618098464,2.1239528636093725,Iris-virginica
+73,5.838127509861436,3.214658379010158,4.444109055325406,1.489374653603624,Iris-versicolor
+74,5.004063787113612,2.0,3.5139116238214845,0.9921770645504489,Iris-versicolor
+75,5.011121250077876,2.000000534921284,3.5217400613442615,0.8734814072353776,Iris-versicolor
+76,4.853858366540053,3.0,1.4001474796215418,0.2896163468533321,Iris-setosa
+77,4.909598323936982,3.0,1.4011074444785587,0.19980590374998383,Iris-setosa
+78,6.103607511129753,2.614121868980023,5.606223024513856,1.3968575948827098,Iris-virginica
+79,5.610974003204083,2.9152809297991777,3.7095733941120637,1.30794271764466,Iris-versicolor
+80,7.316316422189418,2.9056046492869614,6.253698845411362,1.7965355915707175,Iris-virginica
+81,5.225264207879859,2.735505634496545,3.9676302607131393,1.4116805566230377,Iris-versicolor
+82,5.956421011513083,2.1813466089027744,4.971833218383195,1.4929446856734538,Iris-virginica
+83,5.883309157506084,3.0,4.229004815911792,1.4970089881010216,Iris-versicolor
+84,5.394843582499241,3.3921334388682247,1.620242514670367,0.1984150792667458,Iris-setosa
+85,6.067499547574836,2.5836570663573832,5.621196193654307,1.4243481865428498,Iris-virginica
+86,5.596239681624803,2.9240603508912564,3.735032858230087,1.309168452808476,Iris-versicolor
+87,5.974250879520735,2.7256199113856456,5.0903885407604355,1.6052686384802504,Iris-versicolor
+88,7.275317943111974,2.9498218544904535,6.275184064289897,1.9803588728230597,Iris-virginica
+89,7.7142813306685625,2.802696240808821,6.712626556281545,1.9937958210750424,Iris-virginica
+90,4.612751465473447,3.406954034965498,1.4071791630520092,0.29556381285994104,Iris-setosa
+91,4.835567146024033,3.391243223607742,1.6041115647850264,0.19883841115787215,Iris-setosa
+92,5.673026097350179,2.8668050769398232,3.9870383438693118,1.2804835209020637,Iris-versicolor
+93,6.841050417942582,3.0804105338453094,5.0753964076229465,2.290398939825702,Iris-virginica
+94,5.375999508348522,3.4018210259410138,1.4960746724441019,0.3941089073183626,Iris-setosa
+95,5.207085373270984,3.7581803386462025,1.4942212052985762,0.20168107054922566,Iris-setosa
+96,6.525714014890678,3.0,5.5124036627152,1.8005604167208253,Iris-virginica
+97,6.28614807875641,2.842929247325053,4.313562468823305,1.2286772499753016,Iris-versicolor
+98,5.401090190966816,2.4596941803682597,3.7097469709107367,1.073838129424814,Iris-versicolor
+99,6.319903036580181,2.5006569955265254,5.067567848818731,1.9050376986752915,Iris-virginica
+100,5.893230808824969,3.0,5.153958383481887,1.8057223986461628,Iris-virginica
+101,6.130643656095016,2.6054122234864554,5.612105678683694,1.4010999641935487,Iris-virginica
+102,5.411546872742075,3.899999425253625,1.3036434500007987,0.4124989838863084,Iris-setosa
+103,7.7273780252158275,2.7749563472558973,6.720865753756439,2.008132265172563,Iris-virginica
+104,6.929595618178811,3.097947144954087,5.17308208716657,2.297386704615451,Iris-virginica
+105,6.908675425549065,3.1100656621265537,5.0805133511877605,2.305964934362248,Iris-virginica
+106,5.603143066622514,3.0,4.52324284148337,1.5098758896183424,Iris-versicolor
+107,7.899998826414134,3.7992322385835484,6.408131483727287,2.02321937049002,Iris-virginica
+108,5.668437589788189,3.0,4.508509015207971,1.4591118489608275,Iris-versicolor
+109,4.912522666904916,2.3774323409727582,3.3402672359793657,1.0193689372151487,Iris-versicolor
+110,5.9929583571580425,2.1850501048219693,4.998531452852007,1.5021909190685094,Iris-virginica
+111,4.587426677038759,3.405970199313291,1.400430553476848,0.29469724259627794,Iris-setosa
+112,6.80812616490401,3.201872248828448,5.7557422456512315,2.305109868214636,Iris-virginica
+113,5.603364368440284,3.0,4.490122687421651,1.501196144438048,Iris-versicolor
+114,6.285333435469231,3.2395251484333545,4.738871107625299,1.5612291862004828,Iris-versicolor
+115,5.111149389491506,3.645709834284718,1.4866052190582355,0.4054726738354638,Iris-setosa
+116,6.422783399592287,3.0,5.531549366785171,1.7692176647456659,Iris-virginica
+117,5.855292891832745,2.9622156558228365,4.359256590406357,1.3286379534356458,Iris-versicolor
+118,6.7174790330603535,3.2962710901096965,5.689370064376794,2.5,Iris-virginica
+119,6.286802599423526,3.289983846309444,4.670449943189708,1.5332560655914125,Iris-versicolor

iris/tab_ddpm/6_3/17/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/6_3/17/train.csv

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

iris/tab_ddpm/6_3/17/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/6_3/18/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.9,3.7956865746650545,6.37226243771933,2.0030420632544454,Iris-virginica
+1,4.812250958355303,3.3995566846365755,1.561665028059786,0.19985526951196014,Iris-setosa
+2,5.221394090736331,2.7093372998606586,3.9618941017105884,1.3954558714066252,Iris-versicolor
+3,6.716556685578218,3.0845541192823753,4.672142499189228,1.4775281111343066,Iris-versicolor
+4,5.045696384462446,2.4894094706037517,3.0821283555441252,1.0813957631291014,Iris-versicolor
+5,5.202920854724651,3.3852055033127457,1.3879361815295175,0.2027614689090404,Iris-setosa
+6,5.673751708100497,3.7985623257600105,1.6630557865258937,0.29624874670050894,Iris-setosa
+7,5.189719614669172,3.393797884417852,1.405436054372842,0.1998830499301169,Iris-setosa
+8,4.608238753814803,3.616758496913593,1.000000457259328,0.19902160791113666,Iris-setosa
+9,6.723642804971175,3.2932495173357332,5.7079653106840285,2.5,Iris-virginica
+10,7.002447895755894,3.2091482061626606,5.741913455633165,2.296650623033461,Iris-virginica
+11,5.302932524671144,3.691136301440233,1.4993524486246723,0.20432130357194317,Iris-setosa
+12,7.899998524098533,3.7920411777583127,6.36380520765683,1.9948921102668218,Iris-virginica
+13,5.589270943898931,3.0,4.0758567919333615,1.3033322923480632,Iris-versicolor
+14,6.2766488367661175,2.269467623332531,4.379849970316612,1.3142860404099443,Iris-versicolor
+15,6.509214054247369,3.0,5.811885235586529,2.231111133831992,Iris-virginica
+16,7.705350151238914,2.8128631370721195,6.717093913994842,1.9813376757801955,Iris-virginica
+17,6.269854882150941,2.4776253357103055,4.784105043406431,1.4947292535877166,Iris-versicolor
+18,6.819618798477806,3.198405187210519,5.74653488181638,2.2911164074752683,Iris-virginica
+19,6.965514490277417,3.158890217621155,5.726831785621079,2.312385488996678,Iris-virginica
+20,6.022669819103823,2.201653817368798,4.986805160463678,1.4986337652268389,Iris-virginica
+21,6.850508586818194,3.217211651512103,5.737178692317253,2.2795366781591877,Iris-virginica
+22,6.70867946572558,3.2849751554390565,5.67937101376627,2.499999457770694,Iris-virginica
+23,5.719337547891257,3.799073323261069,1.7309014944528898,0.29875174320661396,Iris-setosa
+24,5.5349546683987825,2.4500008346941216,3.749282712217846,1.0248665140714146,Iris-versicolor
+25,6.459411192115071,2.9312669338924078,4.303346396417125,1.3150992060546274,Iris-versicolor
+26,5.381364540629743,3.3939823672885634,1.4954383732518588,0.40030913797987594,Iris-setosa
+27,4.816642131378749,3.4033823501421745,1.6043766134625321,0.2000226075545127,Iris-setosa
+28,6.504241078532742,3.0,5.792256172658937,2.2030849703687436,Iris-virginica
+29,7.7079246068302565,2.834438846603766,6.705773355918515,2.0155567389911573,Iris-virginica
+30,6.973397648618106,3.11425147854405,5.120502863261966,2.3030647966329116,Iris-virginica
+31,6.670152505069998,3.3112206550005543,5.721436145470905,2.5,Iris-virginica
+32,5.674968679469715,3.0,4.492974534355762,1.50634512690072,Iris-versicolor
+33,6.304488589236705,2.5008641032495817,4.900302772904402,1.5095912508714058,Iris-versicolor
+34,5.872496932440138,3.0,4.2062893811862585,1.4894177350680562,Iris-versicolor
+35,5.505198992064164,2.60184009589199,4.428198820742632,1.1991965720869164,Iris-versicolor
+36,6.5330146155135775,3.20147858063203,5.103899073140203,2.044671458295573,Iris-virginica
+37,5.0242125816475935,2.000000472433858,3.5393233874438113,0.9880528582788273,Iris-versicolor
+38,4.79541655677154,3.3953016878489635,1.621909958453345,0.20207063650906648,Iris-setosa
+39,5.192742542003675,2.6962359620072207,3.8736155617428683,1.3950670158311644,Iris-versicolor
+40,4.826479129174838,3.39261888944966,1.7333126341375662,0.20197506094781956,Iris-setosa
+41,6.481563223196739,3.0,5.532431009593674,1.8196215323528762,Iris-virginica
+42,6.338588030479834,3.3725701912628923,5.614317639262825,2.392375726951841,Iris-virginica
+43,5.109632115288091,3.517100224419799,1.4019796781190175,0.1963418683941655,Iris-setosa
+44,6.713481303553181,3.2673309495664635,5.708441752108875,2.1208438791461592,Iris-virginica
+45,5.059858318374572,3.5047358836802025,1.5464590001576328,0.3855449707079559,Iris-setosa
+46,5.786575184507153,2.7343011510697846,4.1663402830221665,1.0167233072480075,Iris-versicolor
+47,4.7977572772091035,3.0,1.4008799033501451,0.2942100868939853,Iris-setosa
+48,4.809387107727145,3.3965223657933152,1.6628671916495392,0.1995763193117916,Iris-setosa
+49,6.562181663123093,3.128435912768047,4.7075785817657145,1.5133262981256648,Iris-versicolor
+50,6.279184477910969,2.3185117065696397,4.400356175674813,1.2756442793562095,Iris-versicolor
+51,4.902925487218722,3.0,1.4040818174887946,0.1992972885303595,Iris-setosa
+52,5.124066034019262,3.706602142258745,1.705875250234965,0.398633050903039,Iris-setosa
+53,4.601694112112379,3.60125385647975,1.0,0.2051740985744167,Iris-setosa
+54,4.979561170090519,2.0,3.461506048834019,1.0172682453055417,Iris-versicolor
+55,5.558668130326346,2.8974427719274414,3.5941558298135883,1.3026834119251482,Iris-versicolor
+56,6.806545295532509,2.802896242862192,4.795384250339248,1.4006402074492599,Iris-versicolor
+57,5.623736284023002,2.8977450989283624,3.6523515951245087,1.3071354466626621,Iris-versicolor
+58,4.600450675648113,3.6279549027916076,1.0,0.19755131154417602,Iris-setosa
+59,4.995859515566445,3.6439017441698227,1.4080758941473857,0.19842565622084168,Iris-setosa
+60,6.830642332645793,2.805347699398118,4.806961281011106,1.3977758405810399,Iris-versicolor
+61,6.0398088376355386,2.936346095506046,4.546574183285372,1.4361342014938625,Iris-versicolor
+62,5.230099603038351,3.405891539640732,1.4052241150789415,0.19950842984599515,Iris-setosa
+63,7.71346497351565,2.6057314574658834,6.9,2.301420999307246,Iris-virginica
+64,6.272758253470606,2.251307922080999,4.4560849192888,1.371932909192641,Iris-versicolor
+65,4.811139685154019,3.0,1.4039072615040658,0.10000010272817562,Iris-setosa
+66,4.4,2.9079697816900523,1.3972578663385602,0.2022205838088785,Iris-setosa
+67,6.5687670312901085,3.0,4.38637419404233,1.3976449901174168,Iris-versicolor
+68,6.811663421358402,3.1676314225169704,5.798541200567114,2.3037855036156176,Iris-virginica
+69,5.103878760561662,3.7044179171368827,1.4953855576194257,0.4176569719120805,Iris-setosa
+70,6.337242773733475,2.911113961730186,5.592739211998095,1.805812178278217,Iris-virginica
+71,6.692671685074647,3.0844708874256885,4.696626185218929,1.5018152627825867,Iris-versicolor
+72,6.66752839821868,3.2898543152601647,5.716116191811601,2.499999448619689,Iris-virginica
+73,6.431030839607695,2.9131512733869287,4.322897028686159,1.3117624428637233,Iris-versicolor
+74,6.0534319421806755,2.5513860717760015,5.367321429577637,1.5450383112304902,Iris-virginica
+75,7.6838941690676945,2.8050969555308205,6.708779321495302,1.989382721028769,Iris-virginica
+76,6.880664966476592,3.199538314286833,5.729218997784852,2.295159797087952,Iris-virginica
+77,7.698003812906435,2.797165625750775,6.691810096425867,2.01085462069249,Iris-virginica
+78,5.103606629260257,3.487194769910519,1.384359856682105,0.2989316337412098,Iris-setosa
+79,5.88243732234256,3.0,5.090995176117103,1.7711576052300655,Iris-virginica
+80,6.289994354585365,2.2918434513167467,4.41423476440195,1.2743437243561733,Iris-versicolor
+81,4.400000607327367,3.1936045844659797,1.2680573822671546,0.19895736240441497,Iris-setosa
+82,5.887758693667706,3.0,5.089059816555017,1.809166797533103,Iris-virginica
+83,6.720811595319154,2.503871315652773,5.949843591825679,1.801880267950411,Iris-virginica
+84,5.499816018491643,2.6212265089761106,4.433662908162335,1.2209790632791693,Iris-versicolor
+85,5.431887310439374,2.586053524152757,4.369129414706536,1.178823440936997,Iris-versicolor
+86,4.62031735820434,3.623191948035022,1.0,0.19613150352904474,Iris-setosa
+87,6.455608578864191,3.190620180995241,5.075547354926336,1.9980916896611283,Iris-virginica
+88,6.722960048177232,3.287162887439069,5.732492858337101,2.0994659863464333,Iris-virginica
+89,4.860460987481315,3.055355198563434,1.480813429267457,0.10000009232345708,Iris-setosa
+90,5.4799252102482825,2.5734966506271206,4.337303820693246,1.1946694876012485,Iris-versicolor
+91,5.802915549691695,2.723662709957194,4.151874715332721,1.0713376568744004,Iris-versicolor
+92,5.098537731112108,3.498885663340664,1.402647953863023,0.1975787971238053,Iris-setosa
+93,4.400000587608518,3.114467952966974,1.304843327217668,0.1938882798312212,Iris-setosa
+94,5.8879791822668395,3.0,4.222723064377019,1.4972380089304085,Iris-versicolor
+95,5.12082862205763,2.502126150471406,3.0578851716280067,1.08665959440129,Iris-versicolor
+96,5.796932784112191,2.70710184650396,4.108264716642384,0.9651164737572799,Iris-versicolor
+97,4.506059055723561,2.271747094802015,1.3000802908337032,0.2945892139188145,Iris-setosa
+98,5.616333413089472,3.0,4.0741694868950304,1.2827842536873635,Iris-versicolor
+99,4.490561782159925,2.264285070833704,1.2787136336724254,0.2882461751888382,Iris-setosa
+100,4.852371965327889,3.064137985054467,1.451010126876956,0.10000009660542775,Iris-setosa
+101,5.000817788564478,2.0,3.2700786312410015,0.9758175615548026,Iris-versicolor
+102,5.984884458561879,2.583602294097119,5.037643554759426,1.8789643665312417,Iris-virginica
+103,6.440302490740303,3.0,5.762882190572376,2.154753452041068,Iris-virginica
+104,6.482858986327861,3.0,5.790599546137821,2.202998514305367,Iris-virginica
+105,5.6796226424969305,2.746894712514185,4.427765845987536,1.1826206023248276,Iris-versicolor
+106,5.681903406953277,2.856208488539558,4.090551611896187,1.2516129859128782,Iris-versicolor
+107,6.28609233881539,2.9084866517430936,5.6001568419980705,1.8335071102654263,Iris-virginica
+108,5.116923131369981,3.702864275303649,1.5737604281133293,0.42238923907678416,Iris-setosa
+109,6.921879722925141,3.1894097725155457,5.752604420413984,2.314768080033809,Iris-virginica
+110,4.4,2.9172767875977828,1.385708824315952,0.19898026235903749,Iris-setosa
+111,6.014620242345821,2.210289194316209,5.041676444988585,1.501037650796509,Iris-virginica
+112,4.8072206745153006,3.0,1.3948608344528295,0.1,Iris-setosa
+113,5.86609492111517,3.0,5.077421726793431,1.8135328510077824,Iris-virginica
+114,7.235875033458369,2.879022141483402,6.222446033352329,1.7830107826256802,Iris-virginica
+115,6.317640459096091,2.9142161514662805,5.593276810231907,1.8113420532987854,Iris-virginica
+116,5.837691894502147,2.7017144576414474,4.214260250227345,1.0365848839341856,Iris-versicolor
+117,4.4,3.1666123467722924,1.313784145783488,0.20169146869343835,Iris-setosa
+118,6.700867862008009,2.4960711598993983,5.812325283992414,1.8089509481754336,Iris-virginica
+119,5.07654510336541,3.5030214897502288,1.3980390929942557,0.19844414683529554,Iris-setosa

iris/tab_ddpm/6_3/18/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/6_3/18/train.csv

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

iris/tab_ddpm/6_3/18/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/6_3/19/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.94674930303745,3.0,5.161902309898698,1.794923547298302,Iris-virginica
+1,5.108930418867929,3.5049680447039453,1.3882271998979747,0.3161864192353345,Iris-setosa
+2,7.4990393932823025,2.8406562067953285,6.47529766110485,1.852161202057993,Iris-virginica
+3,7.899998857464541,3.7930208832003385,6.417740425432827,1.9993212620773961,Iris-virginica
+4,6.521224856967205,3.047204009661275,5.793803129132052,2.2544327561728976,Iris-virginica
+5,6.587218410722941,3.0,5.501270089303705,1.923091850906249,Iris-virginica
+6,5.119473227226392,3.4718290360812634,1.4168993704786026,0.29896530082092887,Iris-setosa
+7,6.484977440070935,3.0,5.50258109691892,1.7967227183668575,Iris-virginica
+8,6.787242845221473,2.8053574198234315,4.85029966855232,1.4087332511089155,Iris-versicolor
+9,6.680826306876109,2.496854158800527,5.793638840662739,1.795360768184683,Iris-virginica
+10,4.905656852038285,3.0964151328790663,1.7342496096162356,0.10000009051551578,Iris-setosa
+11,5.069194266370225,2.4716571409468697,2.875596975079204,1.1094783927219372,Iris-versicolor
+12,5.534550408021315,2.5856688556807783,4.340863193411185,1.2119601469991643,Iris-versicolor
+13,6.04866251837035,2.6850396219367934,5.078230855211522,1.5753599080731393,Iris-versicolor
+14,7.720272110387025,2.791713804357938,6.72456861742271,2.0197291978406464,Iris-virginica
+15,5.084880314523393,3.508688613141584,1.3996311094185776,0.20150809609642087,Iris-setosa
+16,6.073538825337235,3.0,4.584791246112987,1.3848364562345186,Iris-versicolor
+17,5.739975889835582,2.696446002911396,5.061311113495824,1.8942178515340824,Iris-virginica
+18,6.413081119021005,2.892524011321491,4.32823704393766,1.3031088269115936,Iris-versicolor
+19,6.290985255280535,2.9042820601321333,5.581214152348491,1.7960529162024987,Iris-virginica
+20,6.263042852526262,2.909418326274611,5.603825919147157,1.7911716969148426,Iris-virginica
+21,6.093959049999762,2.5933712315194155,5.617483113759771,1.410087642886113,Iris-virginica
+22,5.415531909306557,3.8999995609225606,1.3283343079791077,0.38490622024146026,Iris-setosa
+23,4.9048019374620635,3.0,1.3973135654868991,0.1956668627609149,Iris-setosa
+24,7.3838368902687055,2.893144141047251,6.405589208418407,1.8064267554217235,Iris-virginica
+25,7.279313054097106,2.9130418478089606,6.227803432927742,1.8017064380611874,Iris-virginica
+26,6.695075081047216,3.3092122037771605,5.6845727474403756,2.5,Iris-virginica
+27,5.757150626240043,2.844266241969306,4.231137139278578,1.2242968079185144,Iris-versicolor
+28,5.8399601539767545,2.697344408206934,4.054374090969439,1.0218724530009373,Iris-versicolor
+29,6.691939781508414,3.3228563341862927,5.701759142481247,2.5,Iris-virginica
+30,6.596266399560506,3.3030309993200153,5.66551968215849,2.2734434012807063,Iris-virginica
+31,7.671855932872782,2.6131899822031652,6.899998762845692,2.289107882253714,Iris-virginica
+32,6.028380197877633,2.2244729482874055,5.009890174277165,1.507485033204937,Iris-virginica
+33,4.6101499639649335,3.605376564763858,1.0,0.19858775150642718,Iris-setosa
+34,6.9715098003875,3.199395125695003,5.658433757527641,2.3044152422569755,Iris-virginica
+35,5.082340290476275,2.5010652135365605,2.9325044496663204,1.0873616968724544,Iris-versicolor
+36,6.809306043197008,3.0,5.419703486950598,2.17809739358238,Iris-virginica
+37,5.044703072328824,3.5450609779145217,1.4003895096081889,0.20094411567975254,Iris-setosa
+38,6.491691801319592,3.0,5.531829118831681,1.8119883825093628,Iris-virginica
+39,5.404831743059771,3.899999531764015,1.3090686624329824,0.38482681947450803,Iris-setosa
+40,5.982374451128567,2.685316012107005,5.1271929513509376,1.6088312332692318,Iris-versicolor
+41,6.286929834095224,3.3850146820711053,5.628638014529012,2.3993960729071815,Iris-virginica
+42,5.109178125815201,3.4984043457260205,1.3992915813460614,0.29690727198278904,Iris-setosa
+43,5.662470537676597,3.0,4.4611052369540936,1.5039769156882523,Iris-versicolor
+44,5.938998542939839,3.0,4.25099866222181,1.5024155072750924,Iris-versicolor
+45,5.404748705774065,3.407324254080911,1.7010096467858369,0.2010011105386636,Iris-setosa
+46,5.023563393324121,3.402609352611949,1.6955996997208143,0.3637617967981045,Iris-setosa
+47,5.216683278192749,3.4014367988957113,1.4003375411722547,0.19694513612026934,Iris-setosa
+48,4.610895676156986,3.4014665680189835,1.4030703875847075,0.32592833859681425,Iris-setosa
+49,5.852316371923098,2.710183192529451,4.076947628886537,0.985330226504598,Iris-versicolor
+50,7.701865013280803,2.6149732630784013,6.899998335027219,2.341021638720469,Iris-virginica
+51,6.879620393232094,3.0,5.552981744656928,2.0667270775656568,Iris-virginica
+52,5.418294413958859,3.3904391474433084,1.6165382863798305,0.4770910216006522,Iris-setosa
+53,5.716222078781838,2.999979914269845,4.480939917337617,1.481805364401974,Iris-versicolor
+54,6.810860627533769,2.7762986650069315,4.82912089214077,1.399195322795642,Iris-versicolor
+55,6.700987498098943,2.5077609083832564,5.799050916920852,1.787139714790467,Iris-virginica
+56,4.499900296602016,2.3087800951175708,1.2850948158653002,0.2993437259235714,Iris-setosa
+57,5.984971252111639,2.8671984819372636,4.5418629453921895,1.5038826257711746,Iris-versicolor
+58,5.520987629892728,2.610114854305498,4.416836487065602,1.2279801359736529,Iris-versicolor
+59,4.7986801566954735,3.381457993201171,1.687899470767547,0.19947719287257604,Iris-setosa
+60,6.385150348122411,2.879504236810495,4.31880782922905,1.2818867688354694,Iris-versicolor
+61,7.9,3.808542483521124,6.451625066123268,2.029527971354807,Iris-virginica
+62,6.270511342247546,3.3210936736758874,4.710947887031835,1.6113023318729214,Iris-versicolor
+63,5.08901067352485,3.4951610960244572,1.3914738581714254,0.1987101826470153,Iris-setosa
+64,7.298030507873192,3.0,6.214606387253464,2.101419783396319,Iris-virginica
+65,7.7095386631575105,2.767115670595675,6.7019549392274875,2.008703656222246,Iris-virginica
+66,4.959633100834336,2.4195461121961235,3.1797128463220687,1.005321323305088,Iris-versicolor
+67,5.121907332429921,3.4572204433354345,1.4000863257439375,0.19953833796066817,Iris-setosa
+68,6.179277006581944,3.075191781289019,4.6434133647589855,1.509385193024484,Iris-versicolor
+69,5.737546980165589,2.8479925730015383,4.486335952865941,1.3145844722496636,Iris-versicolor
+70,6.9221464427309085,3.1114585622345943,5.081485627365993,2.3026719897182257,Iris-virginica
+71,6.324300616612595,2.4534600101858652,5.040660277550617,1.8926651138977129,Iris-virginica
+72,6.005139305972613,3.4043177905290793,4.521105516760091,1.586108276347138,Iris-versicolor
+73,7.668981551228748,3.0,6.658968854968489,2.0955410489620974,Iris-virginica
+74,7.702618676457735,2.800766707520382,6.682809006620548,1.992471659240789,Iris-virginica
+75,4.874215838625527,2.3970942926152006,3.1917393607585822,0.960798874052909,Iris-versicolor
+76,5.612361782417242,3.0,4.182276819925478,1.3071430080584632,Iris-versicolor
+77,7.285743843257346,2.8872207760374873,6.245708448615005,1.787747085917448,Iris-virginica
+78,5.573891064956293,3.0,4.078448975881463,1.3036786122010433,Iris-versicolor
+79,5.652666769614726,2.871812147387022,3.905009013041258,1.273975161856533,Iris-versicolor
+80,6.804836326592041,3.1404120300432328,5.739461205850755,2.2760008706654133,Iris-virginica
+81,6.120847078122699,3.0,4.62270364133925,1.4308546199953587,Iris-versicolor
+82,4.897430368081133,3.079776142013177,1.4930998049458062,0.10000010397388202,Iris-setosa
+83,4.977275541799917,2.447448399136554,3.024846476326844,1.0388423150374515,Iris-versicolor
+84,5.742606997598213,2.887597444496179,4.344613871442556,1.2815661829939249,Iris-versicolor
+85,4.620826811681144,3.606499012051466,1.0000004143592425,0.20066894142622876,Iris-setosa
+86,5.301012459139401,3.715043972102381,1.5914966025914945,0.20322543610263455,Iris-setosa
+87,5.225183011913852,2.7150711469402293,3.9610605395450813,1.3982050187508808,Iris-versicolor
+88,5.929263766051668,3.0,4.418111071062403,1.4875101541015936,Iris-versicolor
+89,5.597361514119338,2.458994375396098,3.8396546409029786,1.0827900297857627,Iris-versicolor
+90,6.714644549880103,3.3135909583901664,5.709347482700889,2.5,Iris-virginica
+91,5.322470226771432,3.419647220958,1.4994601342126215,0.42055549155903865,Iris-setosa
+92,5.6536397351054895,3.0,4.504372335963614,1.494415385249929,Iris-versicolor
+93,5.570055590047336,2.5833661814937305,4.325014524624644,1.166232192577078,Iris-versicolor
+94,6.979746464992625,3.2128542482531723,5.669942625887739,2.310709980919465,Iris-virginica
+95,6.691692808751178,3.1118730994777533,4.664258004700705,1.4936151292891968,Iris-versicolor
+96,5.761691059924152,2.713799638444145,5.1256424566825896,1.88760211602092,Iris-virginica
+97,4.591694022220045,3.5973946941988166,1.0000003773651165,0.20269016556688454,Iris-setosa
+98,5.562279617765299,2.4720767931936125,3.78330143577213,1.0815122328776017,Iris-versicolor
+99,4.400000451214787,2.9802950144263978,1.381995952078952,0.20109342928801952,Iris-setosa
+100,5.0827440837104545,3.5294415916167177,1.4009710272293454,0.20099246923088607,Iris-setosa
+101,6.003325873922171,2.686655623989484,5.117252154092006,1.6211533679874603,Iris-versicolor
+102,5.167436206221481,3.776883337130289,1.7066160336761889,0.2021097458605613,Iris-setosa
+103,6.097606728353586,2.6097991582701816,5.594328549023664,1.3863330379984409,Iris-virginica
+104,5.458790550323051,3.9,1.3187886349076403,0.47148185742510196,Iris-setosa
+105,5.933103189783876,3.2763119691074256,4.34528286287759,1.535865502862012,Iris-versicolor
+106,5.085429261030324,3.672308035069227,1.4839703390060448,0.38594186291282423,Iris-setosa
+107,7.597966174473519,3.0,6.600292361935216,2.090260545148949,Iris-virginica
+108,7.337330985680687,2.8787836471640156,6.3644033295249285,1.808724719877497,Iris-virginica
+109,4.980332741907867,2.0,3.2945390688913685,0.9262838412819019,Iris-versicolor
+110,5.4725544070322165,3.9,1.2902531676816291,0.46431690141330606,Iris-setosa
+111,5.3797843131928715,3.399321679081459,1.5859889029572936,0.20061838434740298,Iris-setosa
+112,7.301492268433444,3.0,6.244956241100189,2.1064417364974384,Iris-virginica
+113,6.304615360013285,2.2865018157457073,4.385042822095564,1.3060325176950154,Iris-versicolor
+114,5.007380402252699,3.595862473990733,1.3971356500073215,0.20078143512689783,Iris-setosa
+115,7.9,3.7938925442412863,6.407296556616189,2.0083971378659573,Iris-virginica
+116,5.966434716685057,2.8688629711441953,4.540200096760474,1.5030898805431632,Iris-versicolor
+117,7.276624853677062,2.8942260611001864,6.270528681902182,1.7924711924072974,Iris-virginica
+118,4.502250103858427,2.303513417602409,1.3019020314521466,0.29652857531732957,Iris-setosa
+119,4.501521159181861,2.3070082856758005,1.2981171301837966,0.2942948294565033,Iris-setosa

iris/tab_ddpm/6_3/19/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/6_3/19/train.csv

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

iris/tab_ddpm/6_3/19/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/6_3/2/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.04624745902863,2.2389068625054174,5.006110241275717,1.5265072567349578,Iris-virginica
+1,4.597368497121883,3.6293579797274056,1.000000398019502,0.20344890223444242,Iris-setosa
+2,6.528808827782292,3.0,5.506990160807932,1.809233699211607,Iris-virginica
+3,6.841950996735483,2.7895791377562866,4.7868966640044714,1.395145721616787,Iris-versicolor
+4,6.297254116130846,3.3913144896454144,5.632036264334818,2.3890508023158072,Iris-virginica
+5,6.406981412015399,3.2617294502204004,4.740616726537307,1.5837787501434868,Iris-versicolor
+6,4.89291719410261,3.0,1.3985063689757657,0.19903272379594938,Iris-setosa
+7,4.81082335373827,3.378077180634553,1.4970201140730022,0.1977769146772777,Iris-setosa
+8,6.710496906822307,3.2890823876811646,5.685224201448506,2.4999995528243293,Iris-virginica
+9,5.747664426802981,2.8521977593325687,4.504786285959033,1.323756247049649,Iris-versicolor
+10,5.129828205114617,3.685739123945164,1.5498684936238976,0.4131903352894789,Iris-setosa
+11,6.514790846726823,3.0,5.5128388619903745,1.790547745711461,Iris-virginica
+12,5.87254593589509,3.0,4.045938427380862,1.4705866896000592,Iris-versicolor
+13,6.332547715624907,2.9139334531203325,5.573682610815727,1.7944092314728977,Iris-virginica
+14,5.774165575226429,2.688314160428387,5.1016305379209435,1.9073694688828262,Iris-virginica
+15,5.732981779762584,2.8529983532499075,4.323282071031703,1.2945456064937486,Iris-versicolor
+16,6.08569688817475,2.580898627220929,5.6092324345216165,1.3967864346065022,Iris-virginica
+17,5.322263092438311,3.687900920643085,1.503387387756824,0.20008246927865134,Iris-setosa
+18,7.722610228309328,2.603920538105911,6.9,2.307341258227386,Iris-virginica
+19,5.090311581341475,3.6967787228940523,1.5653195271711617,0.4242411653582558,Iris-setosa
+20,7.730576146777004,2.593442202240221,6.9,2.3010560110403855,Iris-virginica
+21,6.094986264845888,2.608098409484897,5.594353218965869,1.417156100399645,Iris-virginica
+22,6.007297982741769,2.1909650969973846,4.985287226146562,1.5124161317698162,Iris-virginica
+23,6.300799979811577,3.3863823603347862,5.597278943911409,2.402818027492874,Iris-virginica
+24,4.993799275563659,2.000000609640679,3.4360304642519486,0.9778422527577546,Iris-versicolor
+25,5.100015705797289,3.8092779774479983,1.6959731875008675,0.20238940388229754,Iris-setosa
+26,7.704569997718346,2.799238077539299,6.689159576395118,2.015165537418929,Iris-virginica
+27,5.400005042259194,3.4000142014799293,1.8776235130518972,0.2021900551664238,Iris-setosa
+28,5.1094026829659915,3.7035186714807007,1.5027480260865886,0.39288592067892913,Iris-setosa
+29,5.593182464650347,3.0,4.099806278030248,1.3017832774981302,Iris-versicolor
+30,4.400000447750299,3.216783458292075,1.2938761471820404,0.1897688948447902,Iris-setosa
+31,4.5886166238378285,3.395388875091623,1.3867465299402857,0.31335983565311903,Iris-setosa
+32,5.5426090527537895,2.4045553478333743,3.788820129766226,1.0050295845260713,Iris-versicolor
+33,4.908748876645204,2.4311988245854836,3.3330323135116897,1.022957680069969,Iris-versicolor
+34,7.710983529710767,2.580169681853325,6.9,2.300536297011413,Iris-virginica
+35,5.641402740815591,2.929197040383167,3.7739587680014606,1.3108653191623238,Iris-versicolor
+36,4.922822620562763,2.4056946582696255,3.2959340838053635,1.0163769933091258,Iris-versicolor
+37,7.9,3.8039909672637355,6.381098110087196,2.022943369968758,Iris-virginica
+38,6.658876474746277,3.018109295960942,4.521756710971455,1.4367658435448771,Iris-versicolor
+39,5.397577691800639,3.401564596623222,1.497925572346609,0.39142100280565056,Iris-setosa
+40,5.635571192824189,2.91585542063438,3.857046431990365,1.3104299440909821,Iris-versicolor
+41,5.391640196588265,3.9,1.3199817007852785,0.38557417977220465,Iris-setosa
+42,7.531226063715067,3.0,6.509825263491699,2.0901627725966456,Iris-virginica
+43,6.365107502980037,3.257950105374729,4.735315352846093,1.5625111812425483,Iris-versicolor
+44,5.645481996336564,2.8736487411556872,3.7757024656499802,1.3024122579137094,Iris-versicolor
+45,4.922862322318314,2.419326375479859,3.412797427639207,1.0289126781214106,Iris-versicolor
+46,6.052975560283667,2.62556833023777,5.09318921642086,1.5627225791459796,Iris-versicolor
+47,6.1623364810754335,3.3664831216283155,4.600294816317206,1.6337583962214894,Iris-versicolor
+48,6.736363047059157,3.1727441686676503,5.3699916396858045,2.3162048805667457,Iris-virginica
+49,4.788639617404659,3.0,1.396100945210989,0.29807165545026526,Iris-setosa
+50,5.745108251035159,2.8079276104513444,4.088134751011768,1.2174610478686039,Iris-versicolor
+51,5.392770957227481,3.8999996113505477,1.297260562651244,0.35460993065210894,Iris-setosa
+52,4.798161125588413,3.409357698715323,1.5280770832819068,0.20237980533688124,Iris-setosa
+53,5.721132369648938,2.8074955476191916,4.510276244047955,1.3024396075742561,Iris-versicolor
+54,5.416318179631283,3.401983970823217,1.6139648334060213,0.1974968494608355,Iris-setosa
+55,6.507566719114406,3.0,5.828972878611746,2.2050795199338515,Iris-virginica
+56,5.439449764304451,3.8999995218063477,1.3027481881747127,0.37806525362031584,Iris-setosa
+57,5.685045421082223,2.631413824876138,4.202568716154615,1.0949090916045987,Iris-versicolor
+58,5.2008260393627594,2.699829723080399,3.8732520984932566,1.3974865341125977,Iris-versicolor
+59,6.803307653750351,3.218880709059691,5.861369586050515,2.3108097883730396,Iris-virginica
+60,6.854700223965913,3.1224674601275497,5.988762196240141,2.2458166002686784,Iris-virginica
+61,5.854116088740343,3.0,4.314012303971498,1.4997146136537858,Iris-versicolor
+62,6.381157727807835,3.250530613449681,4.725120184455656,1.5569772909364978,Iris-versicolor
+63,6.013062970082785,2.7169206097635263,5.097441663998585,1.594127246437049,Iris-versicolor
+64,5.344399054277247,3.719585109151212,1.577721105123607,0.21045359714998121,Iris-setosa
+65,4.4,2.9172210084877923,1.4010526469880509,0.20033808390989316,Iris-setosa
+66,5.8653145509371525,2.901292092401326,4.603593390647288,1.4925913832566078,Iris-versicolor
+67,5.8667055342119,2.8875641473450866,4.572691783309923,1.4861694794865534,Iris-versicolor
+68,6.219661296472451,3.334446068549224,4.662643963160353,1.5827237978093645,Iris-versicolor
+69,6.905281138923158,3.200670743421574,5.689767895054544,2.3118141224285695,Iris-virginica
+70,5.217241566825551,3.410160076430323,1.4011273496855483,0.20201380499892127,Iris-setosa
+71,6.006875114503546,3.385039450366937,4.505506888073049,1.6170598987998628,Iris-versicolor
+72,5.832416413555348,2.6954564981407776,5.078944446686975,1.9018512995725183,Iris-virginica
+73,5.615157544029917,2.8900226885803026,3.5920260883034345,1.3061604520981303,Iris-versicolor
+74,6.86679792763857,3.0,5.288152280640311,2.2038761734851335,Iris-virginica
+75,6.274734811813935,2.866648835367556,5.608960663755996,1.803008081140438,Iris-virginica
+76,5.144268317768208,2.6116329580624322,3.6913484048228025,1.3372373064724918,Iris-versicolor
+77,5.610373905236123,2.8408959115661516,3.6419501652537756,1.3009266723293589,Iris-versicolor
+78,4.503697302609357,2.3088867366553902,1.284566501805534,0.2927813311797305,Iris-setosa
+79,6.098639278178016,2.614869564059066,5.5986395410712975,1.3961377768561432,Iris-virginica
+80,5.002093451655442,2.0000007549919463,3.4488403035563007,0.976903986022819,Iris-versicolor
+81,6.678554774992814,3.074600152374956,4.688075273577745,1.4882817187831887,Iris-versicolor
+82,4.607272160123641,3.599969828218375,1.0,0.2039722661337395,Iris-setosa
+83,5.574151588171593,2.4571682689874947,3.7917581134886027,1.0946874794136754,Iris-versicolor
+84,4.601286648015307,3.3884521888408425,1.3797723574110008,0.29962244553581674,Iris-setosa
+85,6.51960191597743,3.1814886212450717,5.170526448193082,2.0212085871247556,Iris-virginica
+86,5.5938146766313155,3.0,4.082867037152247,1.3071127902770499,Iris-versicolor
+87,5.274460466696091,2.7186397225564054,3.9844136769768372,1.3968474584539652,Iris-versicolor
+88,6.815284128780702,2.794769315190697,4.778341518343652,1.3981606168590197,Iris-versicolor
+89,6.758477996756132,3.2431436433574943,5.704192979979295,2.1891890369740024,Iris-virginica
+90,5.547379928393948,2.5057766691070724,3.8557435087104426,1.0812944740903405,Iris-versicolor
+91,4.907927038600041,2.3936366222207868,3.43374560480645,1.0030316163394133,Iris-versicolor
+92,5.215822626643049,3.3946918882348616,1.3894956055792864,0.2023870142972933,Iris-setosa
+93,5.984076751422125,2.7005776923946403,5.049491029030206,1.561344142310886,Iris-versicolor
+94,6.165515120406725,2.8207476715648343,4.645574342062178,1.2177123090379642,Iris-versicolor
+95,6.026873982980815,2.6926096272948445,5.0367658226700245,1.5888316273034306,Iris-versicolor
+96,6.279390028481059,3.0,4.526504606720336,1.4275583251125668,Iris-versicolor
+97,5.979047345844335,2.208958880331219,5.044406241862762,1.4950442182567547,Iris-virginica
+98,4.599902452040531,3.604195439637208,1.0000004146395671,0.19134753541892713,Iris-setosa
+99,5.227101617342409,2.6814295873668743,3.9146284039126122,1.3957723074349724,Iris-versicolor
+100,5.730016935666522,2.8473084488301565,4.439373465592504,1.3036863353228914,Iris-versicolor
+101,5.585553684078476,2.4850491034387976,3.933888602105915,1.092565778708743,Iris-versicolor
+102,5.596134777415428,3.0,4.49381035258715,1.4971462359698542,Iris-versicolor
+103,6.650716622263851,3.0,4.47171652021363,1.4314138854143243,Iris-versicolor
+104,5.79769313213313,2.778070196837515,4.351483391155852,1.1468652451778985,Iris-versicolor
+105,6.2839972916609925,3.4150506257238424,5.599420060553852,2.399244063200694,Iris-virginica
+106,4.4,2.9222293597469644,1.393499974718836,0.19337469442668248,Iris-setosa
+107,5.080223073421092,3.8014885479000244,1.496411067741927,0.1982822332883259,Iris-setosa
+108,5.7353660455164315,2.5883305926960247,3.9776017926855323,1.1278538251571038,Iris-versicolor
+109,5.429989922746593,3.404152014896295,1.499927517232585,0.422708036975692,Iris-setosa
+110,5.408804810992656,3.4051565916750364,1.4984509276098419,0.39664976104457694,Iris-setosa
+111,7.715916929682454,2.6031563118742893,6.9,2.3011103285392327,Iris-virginica
+112,6.019898710983672,2.9096658954156087,4.493345721504806,1.4997336312463676,Iris-versicolor
+113,5.510362449582589,2.610543278182528,4.420006055399957,1.2160362881643705,Iris-versicolor
+114,4.779524457222662,3.0,1.4008569828782906,0.3271861146201452,Iris-setosa
+115,4.4,2.873305441609724,1.4004998479222615,0.20063623747609696,Iris-setosa
+116,5.218489698572559,3.4049991734491516,1.3992980373767216,0.20458022896068506,Iris-setosa
+117,6.705792412356633,2.5155273790347814,5.776448080115086,1.773682611039659,Iris-virginica
+118,6.078786703536298,2.6072213009510667,5.585680203021397,1.4008754414557252,Iris-virginica
+119,5.325970681998424,3.6944375214455367,1.524298483920255,0.20159706889493403,Iris-setosa

iris/tab_ddpm/6_3/2/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor