a

iris/tab_ddpm/7_3/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.705729424538312,2.6270087389098564,6.8999985678908935,2.28439951698305,Iris-virginica
+1,6.1127423620572205,2.6714278892336396,5.578803557878021,1.494569055545176,Iris-virginica
+2,6.309105380800356,2.4481025905710796,4.819827384943202,1.495518169999763,Iris-versicolor
+3,6.5330205711014955,3.0,5.818655525787419,2.198941149241824,Iris-virginica
+4,5.709014604804726,2.8180610792315877,4.519961086675621,1.303249063909034,Iris-versicolor
+5,5.996226633680342,2.214822896589215,4.9629361443541375,1.4925214004099336,Iris-virginica
+6,5.148328052456254,3.4835440195444587,1.415714991989238,0.20151545731206696,Iris-setosa
+7,5.787835678017206,2.7039504394374054,4.066119966670739,1.016499829683611,Iris-versicolor
+8,6.913272319621335,2.8212467815501583,4.836231617662113,1.4039591200987551,Iris-versicolor
+9,4.780559422456912,3.0,1.397524411558758,0.1,Iris-setosa
+10,5.573927856670757,3.0,4.076527716387024,1.312172159526876,Iris-versicolor
+11,5.311067002455419,3.716857340768461,1.538942500639601,0.19865532605528352,Iris-setosa
+12,5.5782570118881125,2.605849186310309,4.4183037162390395,1.2004040758290324,Iris-versicolor
+13,5.063299404670324,2.4742527509743892,3.0570965520697406,1.075653620290316,Iris-versicolor
+14,5.51722699056936,2.3768842974590516,3.62400820718518,0.9380748442929581,Iris-versicolor
+15,6.5652368231799185,3.0,4.40244673976896,1.388282075622337,Iris-versicolor
+16,5.497902976129906,2.6134183384874516,4.405060638510525,1.2136357771491064,Iris-versicolor
+17,5.426725450001647,3.899999644654593,1.3351741216017259,0.40915623586961186,Iris-setosa
+18,4.953805708569825,2.4078627028438513,3.227468361436929,1.021036677007244,Iris-versicolor
+19,7.671891217736375,2.80356516429148,6.670687702831062,1.9916422093920656,Iris-virginica
+20,5.081430892136382,3.4799938784383215,1.4015882442133167,0.2978095422578474,Iris-setosa
+21,5.211418026195061,2.6934760742141317,3.8628599613789585,1.39703209718403,Iris-versicolor
+22,4.96599720355071,3.411579136720459,1.4894932019404414,0.33519533639285254,Iris-setosa
+23,5.170039710063747,2.509390647050282,3.2554912085606107,1.1190286747475697,Iris-versicolor
+24,4.925542577433416,3.0,1.404093588393217,0.19549634104851288,Iris-setosa
+25,5.633504348704016,3.0,4.518162142117515,1.4983900620177666,Iris-versicolor
+26,5.8469032273761385,3.0,4.129865868121399,1.4424216426959453,Iris-versicolor
+27,6.930693280296854,3.0890666417117068,5.139048321929534,2.2905939001752027,Iris-virginica
+28,6.241358678743555,3.39805394934285,5.576061196969881,2.4087851301751484,Iris-virginica
+29,5.412703577323632,3.396015382331377,1.5502980997335245,0.4135890049774298,Iris-setosa
+30,6.709782183320018,2.526210828109165,5.850759322578528,1.8108452327232247,Iris-virginica
+31,5.658336271871587,2.5379140850086146,4.117139347260057,1.1358441292494637,Iris-versicolor
+32,4.787140555142872,3.0,1.3889727275754014,0.35679034255361386,Iris-setosa
+33,4.81073181735104,3.0,1.402210922596561,0.2869123868929748,Iris-setosa
+34,5.015776563315712,2.0,3.6188464976416146,0.8037668284923869,Iris-versicolor
+35,7.9,3.8034399904478233,6.383523834114589,1.9855543128603983,Iris-virginica
+36,6.805864431583299,2.8066349311769287,4.805012423288102,1.4015287574537658,Iris-versicolor
+37,5.026065276326161,2.0,3.625440278588516,1.0199648502862642,Iris-versicolor
+38,6.6905138958053785,3.3069166403452583,5.6609714887583,2.0998520507285705,Iris-virginica
+39,5.733152451469692,3.0,4.3545461139607085,1.5113901681588853,Iris-versicolor
+40,5.077063568723887,3.50778217262049,1.4262342796211434,0.3331582118779707,Iris-setosa
+41,5.377619507644178,3.395164698408574,1.4972679504919186,0.33523529791938766,Iris-setosa
+42,6.909748109382153,3.084176752928081,5.116495316418953,2.296799610670953,Iris-virginica
+43,6.09296446279671,3.388533521693685,4.509807218660161,1.5854541230810077,Iris-versicolor
+44,6.320102361371042,3.2691587202886345,4.705179041137159,1.579216164782079,Iris-versicolor
+45,5.753171879977816,2.7313652879064727,4.200081028266959,1.1040528846990152,Iris-versicolor
+46,6.786149458298162,3.0,5.511751227376337,2.098637489447616,Iris-virginica
+47,4.5112159612391425,2.453563676819524,1.3034119237516881,0.32990290923740356,Iris-setosa
+48,6.334382936626233,3.0,5.340005246872589,1.807877953907284,Iris-virginica
+49,6.705892342608094,3.299581823608151,5.699612124942039,2.08421575114437,Iris-virginica
+50,7.702493985015387,2.58169737320092,6.9,2.2947978005170717,Iris-virginica
+51,4.905485825255684,3.3691804727430417,1.4757023401811398,0.34286061647397914,Iris-setosa
+52,4.40000051820201,3.1796924558826363,1.2982598619027854,0.19458047105082155,Iris-setosa
+53,6.490445132192054,3.0,5.786569840008808,2.207328411755124,Iris-virginica
+54,7.599649412394807,3.0,6.596117982450288,2.0956325804102343,Iris-virginica
+55,5.225248116000531,2.706267192158697,3.9619195013939477,1.39183071792073,Iris-versicolor
+56,4.984163652353067,2.0,3.511365638686706,0.9523672349289412,Iris-versicolor
+57,7.9,3.799231471219832,6.399556736597671,1.9867972288064797,Iris-virginica
+58,4.593663332400832,3.5987207983342144,1.0,0.20264632079770167,Iris-setosa
+59,5.704086635223824,2.8024827616163615,4.530005038874468,1.3019680239975553,Iris-versicolor
+60,4.931620621663458,2.3957673296952744,3.1631331328763723,1.0372862978969648,Iris-versicolor
+61,5.290970142102228,3.6966185454529676,1.563540851523823,0.199512095777218,Iris-setosa
+62,5.374210040574558,3.4069996024632783,1.4967385002735134,0.3150510080029182,Iris-setosa
+63,6.304934952482871,3.3997689130403446,5.591311697582626,2.4038865894507264,Iris-virginica
+64,6.307254182122515,2.447943144356964,4.848689105133749,1.4945055959817064,Iris-versicolor
+65,4.402343025010128,3.2884198765488333,1.3899328531551902,0.22209048871446943,Iris-setosa
+66,5.4970421819341695,2.3899529533335233,3.727348622967175,0.9738223113691886,Iris-versicolor
+67,6.307687423235537,3.4026236057263497,5.590190968506632,2.3981988729078254,Iris-virginica
+68,4.4,2.8947307654389904,1.4001897047412342,0.20113098701328647,Iris-setosa
+69,6.296922491550477,2.4764875746516104,5.018851802554271,1.8995512630176592,Iris-virginica
+70,6.672898165301372,3.302438434850395,5.710794696342965,2.1578721070803586,Iris-virginica
+71,6.782072820187994,3.2303779170300846,5.7595660601398135,2.2598164844031907,Iris-virginica
+72,5.585677446439533,3.0,4.522141358374489,1.5122794356489027,Iris-versicolor
+73,6.1348601990576626,2.58988054908063,5.591545648375665,1.3982257799655102,Iris-virginica
+74,4.5913868813456,3.5947574407611156,1.0000004650657728,0.1986178979437071,Iris-setosa
+75,4.617913077693859,3.3091718755098665,1.3919190618671131,0.29971266807322305,Iris-setosa
+76,5.1018704920298905,3.5053223561220226,1.3966813307931814,0.19892501426831394,Iris-setosa
+77,4.491073286112597,2.2870363216627663,1.295802789460781,0.29537515741325204,Iris-setosa
+78,5.500617869856046,2.3879779244092756,3.744340958530898,0.9495579665204681,Iris-versicolor
+79,4.9087627114121775,3.4099681270893463,1.5943232835580654,0.24388681568644976,Iris-setosa
+80,4.498201513300227,2.2794169326458684,1.324443035415799,0.2973546006962233,Iris-setosa
+81,6.002499985356215,3.405346677943433,4.5059023833312875,1.6193845961793794,Iris-versicolor
+82,4.991679116951984,2.0,3.552907150187441,0.9920114099206963,Iris-versicolor
+83,5.202921592749734,3.404830720590887,1.4082300016560358,0.2034622631662373,Iris-setosa
+84,6.304820961369969,3.1472629038459097,4.673047591140583,1.501918145766516,Iris-versicolor
+85,5.597468642201251,3.0,4.115125260014116,1.2859930135590585,Iris-versicolor
+86,5.0569452624267335,2.4649282664540495,2.979138946966142,1.0814855693201777,Iris-versicolor
+87,6.28870973771068,2.4961394142828928,4.929871894156434,1.508278170773412,Iris-versicolor
+88,6.709297723677544,3.103478454152479,4.733269300165831,1.5061895615667455,Iris-versicolor
+89,5.409471348206113,3.412799953036474,1.752870498525755,0.19941607833655003,Iris-setosa
+90,6.264285911178865,3.256452433731314,4.642447107312515,1.545730538011563,Iris-versicolor
+91,6.322402434583374,3.3660222101261152,5.621053503184056,2.388028425065457,Iris-virginica
+92,6.796881648699588,3.0,5.4446527663066435,2.1542794412013118,Iris-virginica
+93,5.366520462107703,3.4024426212540853,1.6614617124768922,0.20450665380234748,Iris-setosa
+94,6.693702975934205,3.3046742894008783,5.719632371265056,2.089674599276312,Iris-virginica
+95,4.4000005431317915,2.9169519505154717,1.3903977437782689,0.1995022655279323,Iris-setosa
+96,4.810820015089172,3.0,1.4125963213548531,0.1,Iris-setosa
+97,4.810393396872384,3.0,1.4019390985021425,0.1,Iris-setosa
+98,5.710306467918174,2.8058235101539113,4.452767522943957,1.3003857680284177,Iris-versicolor
+99,5.986599997504235,2.7994876250167726,4.722097375358048,1.5209845470294643,Iris-versicolor
+100,5.097265041851927,3.7105295264537093,1.498443287973659,0.43214747457589514,Iris-setosa
+101,6.288497429463826,2.492597719017524,5.009436376868652,1.8839231646544015,Iris-virginica
+102,5.627098202012831,3.0,4.044463659497068,1.3079509012305386,Iris-versicolor
+103,4.918946962670627,2.435986163281048,3.3440179259767016,1.0416707379117238,Iris-versicolor
+104,6.5033598808755215,2.994533781602774,4.330791395676649,1.3636473263350428,Iris-versicolor
+105,6.709246832172988,2.469735305305101,5.824549555590931,1.8079165490956983,Iris-virginica
+106,6.016238057809631,3.4005752182287363,4.500153298513057,1.5741263927315312,Iris-versicolor
+107,7.1375825065101,3.0,5.874865651471324,2.1602525586857997,Iris-virginica
+108,6.491345504326821,3.0,5.503464764652016,1.8193373025034099,Iris-virginica
+109,4.4000005717390245,3.1692862165750766,1.3204420095283669,0.20167036597240634,Iris-setosa
+110,6.764160807825379,3.0,5.505493679073376,2.0729210913252687,Iris-virginica
+111,6.120782632968859,2.8140113040322166,4.732505215424761,1.1984598213292907,Iris-versicolor
+112,6.648357564905111,3.1162497633486135,4.740309387741655,1.5104179113690217,Iris-versicolor
+113,4.906694149778573,3.107197948519865,1.53070021937228,0.1,Iris-setosa
+114,6.705342843934196,3.0869082293366237,4.6989244764232625,1.495492197791569,Iris-versicolor
+115,5.418161541460453,3.3799181137695506,1.812357039818964,0.19546949406888756,Iris-setosa
+116,5.215728171951533,2.7157633264386507,3.9353623269291798,1.4063581899716944,Iris-versicolor
+117,6.311908113878818,2.500141759389452,4.903989743949319,1.5108257126631937,Iris-versicolor
+118,6.4828727334761105,3.0,5.802624203501231,2.1607905770373685,Iris-virginica
+119,5.0977386240944425,3.5066756150534766,1.3722995605562298,0.34596664204035027,Iris-setosa

iris/tab_ddpm/7_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/7_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/7_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/7_3/1/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.199529272387495,3.3847538513740427,1.4026618335175538,0.20214526182260703,Iris-setosa
+1,4.400000634320282,2.90209135078868,1.400305647042174,0.19987213092945538,Iris-setosa
+2,5.44037468734291,3.7729572707375834,1.6808634228352666,0.37050558618121654,Iris-setosa
+3,5.4212122652846135,3.8999995526417743,1.2955746989609171,0.38984306040329897,Iris-setosa
+4,5.738192737264494,2.793400825772923,4.076609507465739,1.1748681211667737,Iris-versicolor
+5,4.805415345189109,3.0,1.3822467404769634,0.30973516570661147,Iris-setosa
+6,5.508668752261446,2.611650196845947,4.402358878399996,1.273202371077833,Iris-versicolor
+7,5.825341797451422,2.7208421782108227,5.139460261213071,1.89300117038113,Iris-virginica
+8,6.077345138216868,3.390205517491492,4.519198793797227,1.5940296224010175,Iris-versicolor
+9,4.837632160208471,2.4096406327379265,3.2784564210335434,0.9121412722800641,Iris-versicolor
+10,6.641200719594253,3.0538801017448307,4.643784250257934,1.4610518624550204,Iris-versicolor
+11,5.181213087720344,2.701661709055963,3.859427237849136,1.3972334843388103,Iris-versicolor
+12,7.322001406521871,2.8842797549179946,6.298084002269455,1.8079338916318106,Iris-virginica
+13,5.993235183665414,2.8609996434995444,4.611803325923144,1.5192304007638884,Iris-versicolor
+14,4.895246303638648,3.0,1.385124041678132,0.20173215524294386,Iris-setosa
+15,4.400000512075198,2.8866751703009763,1.390283135399226,0.19041088422656777,Iris-setosa
+16,5.0097196386692895,2.0000005093058846,3.425632632489962,1.0060791159166438,Iris-versicolor
+17,4.9298108229580615,3.0,1.402114935237966,0.19970272056859778,Iris-setosa
+18,6.304715896174661,2.5147407477281383,4.946195946883748,1.5066399831507045,Iris-versicolor
+19,6.485265746431752,3.195854799866362,5.163141160045185,2.00550544975439,Iris-virginica
+20,6.804369104942724,3.2093421706028766,5.868757737851198,2.287457259880481,Iris-virginica
+21,6.716860105213667,3.282987997625316,5.689030613044993,2.5,Iris-virginica
+22,7.7088395150666225,2.5869571777429297,6.899998787901889,2.310906918367857,Iris-virginica
+23,7.717439045951317,2.591970933097243,6.9,2.297319407060807,Iris-virginica
+24,6.792043995026128,3.0716798825682994,5.766764360566245,2.23606189197966,Iris-virginica
+25,4.904036474855407,3.0,1.405349595135904,0.19864584741320299,Iris-setosa
+26,5.068857856549761,3.522578065409477,1.4012165723905725,0.20686725801692082,Iris-setosa
+27,7.304134510843369,3.0,6.168516573692562,2.167739486821104,Iris-virginica
+28,7.899999000319265,3.8093413309147945,6.427230879754607,1.9930028332113574,Iris-virginica
+29,5.893817831067518,3.0,4.212600581462268,1.5205481564429137,Iris-versicolor
+30,6.097721893408849,2.795364061174072,4.6767708772820855,1.1779526474987263,Iris-versicolor
+31,5.7688087708520435,2.7455487243480983,4.24236930224454,1.1035552523545176,Iris-versicolor
+32,6.723004391175244,2.510374482866532,5.791013715888136,1.7928353800197105,Iris-virginica
+33,7.584591861375712,3.0,6.592820711071157,2.088877849334285,Iris-virginica
+34,6.748418332139383,3.2844448964304016,5.750335860821651,2.155998075183566,Iris-virginica
+35,5.212215415742392,3.7086229770117383,1.5419201380711014,0.34993599775971274,Iris-setosa
+36,5.893239062918885,3.0,5.042212166828133,1.7898126722847363,Iris-virginica
+37,6.659464454048626,3.0512120226954424,4.524430323194989,1.49270824388941,Iris-versicolor
+38,6.066105676698196,3.0,4.589792967155242,1.410577729504004,Iris-versicolor
+39,4.583497755362648,3.6105305894910042,1.0,0.1957367744511766,Iris-setosa
+40,5.10652569729299,3.4990185524338857,1.3831462465989086,0.19603727907150842,Iris-setosa
+41,4.877568204721688,3.0434083639872354,1.4882461909834117,0.10000011323468568,Iris-setosa
+42,5.995443822930496,2.7095063856958412,5.0848014643960475,1.579100001587658,Iris-versicolor
+43,6.788979085730663,2.7825209725811204,4.799994472526468,1.4011621627684407,Iris-versicolor
+44,5.722055520061518,2.8247182953013232,3.950896403997639,1.1956767272364468,Iris-versicolor
+45,5.681725417120488,3.794896907754701,1.751952629347374,0.3232047556269822,Iris-setosa
+46,6.331149144621591,3.38397052703948,5.607205874768221,2.3986744996212366,Iris-virginica
+47,6.216817690708118,2.1917407040527954,4.479349237908451,1.4921547572733505,Iris-versicolor
+48,5.591243208349608,3.0,4.060285259283466,1.2811605087777926,Iris-versicolor
+49,5.283716000354667,3.6863520843052786,1.4931107209360213,0.19977403736883315,Iris-setosa
+50,5.586043693007468,3.0,4.529399446203147,1.50290486882272,Iris-versicolor
+51,4.499642999207174,2.329505531302654,1.3005224606958101,0.296417223853684,Iris-setosa
+52,5.684713910720462,2.808117083026777,4.078979055486196,1.2337741654048724,Iris-versicolor
+53,6.112480434901479,2.603891914858001,5.596456383201308,1.416694347425111,Iris-virginica
+54,6.463822685369579,3.0,5.316893965657095,1.9085406349891143,Iris-virginica
+55,5.406797598756814,3.9,1.2853015004789237,0.4128515796737342,Iris-setosa
+56,6.678067610660776,3.3012498062079443,5.6938700161538,2.1077332482065714,Iris-virginica
+57,5.6838060716713,2.8783276227824195,4.185970683827919,1.2759076508495015,Iris-versicolor
+58,6.3916540460650175,2.9983402870318967,5.564226672155655,1.8448266605512236,Iris-virginica
+59,5.098583978247752,3.2972498859087502,1.4023785700584568,0.19860016464517988,Iris-setosa
+60,5.996993926624435,2.8788033875103882,4.630228112075401,1.28217360867992,Iris-versicolor
+61,6.9199528962892245,3.0871831882848584,5.077133254282792,2.307803599766562,Iris-virginica
+62,5.0983942148183665,3.792972392620205,1.6116722344564283,0.19902983508318317,Iris-setosa
+63,4.624415586847692,3.3841116712122528,1.4152939673512326,0.31950010407672585,Iris-setosa
+64,4.4,2.8971319682982086,1.4043812085854408,0.19322421100640044,Iris-setosa
+65,5.615798974145485,3.0,4.175546782689313,1.3020058007213524,Iris-versicolor
+66,6.181698756574688,2.209436669111133,4.503810625061362,1.488683966106701,Iris-versicolor
+67,4.869201357815405,2.3706992747951334,3.3189767102020955,0.9653881951841479,Iris-versicolor
+68,5.157317898530894,2.48000159329833,3.0490850281004374,1.051601296448866,Iris-versicolor
+69,4.894957273994966,3.0,1.3924756408753778,0.19953302088356462,Iris-setosa
+70,5.399484570459862,3.387940919802913,1.8517148033417912,0.20109447236771788,Iris-setosa
+71,5.548670632281687,2.4784192443599053,3.8682593130030787,1.0974545889413816,Iris-versicolor
+72,4.508226732445907,2.283547801801722,1.2975199343030832,0.3035338436619259,Iris-setosa
+73,5.638574762636323,3.0,4.509401526131449,1.501853172162608,Iris-versicolor
+74,5.508783889553075,2.407601755922419,3.7097283251834643,0.9653874507102755,Iris-versicolor
+75,5.867304784207545,3.0,4.201109652414836,1.4947523967675855,Iris-versicolor
+76,4.922678523059096,2.409009040164255,3.2902305629334876,1.0221806009063976,Iris-versicolor
+77,4.4,3.091705391169889,1.3261776302396604,0.20055261413313477,Iris-setosa
+78,4.877887476935754,2.3992649820957794,3.1707668017819497,0.9791776648506192,Iris-versicolor
+79,5.816646567392016,2.7058798481516946,5.154120994634429,1.9211015173174966,Iris-virginica
+80,5.089237639516498,3.5064889677165545,1.4062595095620807,0.3120065652046216,Iris-setosa
+81,4.58991852709432,3.5757640268649586,1.0,0.20321991031776274,Iris-setosa
+82,6.684612699710238,3.313664694992803,5.686596221162914,2.49999956865714,Iris-virginica
+83,6.000561468036818,3.3816461939171845,4.494890781244091,1.5566575992672884,Iris-versicolor
+84,6.930843637780811,3.092451206345173,5.127933872286216,2.3051218017852535,Iris-virginica
+85,7.688565102273978,2.6220670738122216,6.899998118502145,2.284136749321037,Iris-virginica
+86,7.899998935792726,3.801563637916196,6.364691195708796,1.9971638875760866,Iris-virginica
+87,7.705615139294504,2.7911448030462793,6.710983624874096,1.9984283495122759,Iris-virginica
+88,6.327237486804063,2.936944495446428,5.593925920112241,1.802469042820946,Iris-virginica
+89,4.4,2.914643830930665,1.3729522266669913,0.197930774368527,Iris-setosa
+90,6.088487564214506,2.5617651954962137,5.588436062578219,1.4091765545136852,Iris-virginica
+91,6.167632957633919,3.3503276079054842,4.602987688490174,1.595301945409021,Iris-versicolor
+92,6.2911881067777085,2.517914813138563,4.844051215367628,1.4620131675119348,Iris-versicolor
+93,6.403119320836556,2.8992888856722594,4.279036499114278,1.302742987171808,Iris-versicolor
+94,7.686337236086224,2.605172996269485,6.8999988378491555,2.2930827324815772,Iris-virginica
+95,5.238997848522806,2.7258596353230984,3.972310486910194,1.4053538280625937,Iris-versicolor
+96,5.110274234729899,3.499567729382683,1.3977459153051166,0.19806363034666596,Iris-setosa
+97,6.529070068022824,3.2002145808728857,5.149726414806312,2.0267597459725213,Iris-virginica
+98,6.510183703029696,3.1453485976355844,5.226584765080163,1.9697595478786933,Iris-virginica
+99,7.649331489222928,2.8065756894616434,6.652210672340083,1.9675639962272795,Iris-virginica
+100,7.726702509269124,2.600126091085754,6.9,2.2916397681280074,Iris-virginica
+101,6.005027532164426,3.3994936802553504,4.527488071537446,1.579635531961182,Iris-versicolor
+102,5.587104513464763,3.0,4.103197914262654,1.2907594611194817,Iris-versicolor
+103,6.489016003503581,3.2030787382662673,5.090722504661761,1.9896039540105208,Iris-virginica
+104,6.4722807620620895,2.9335292035411142,4.304684038138564,1.3278003247951222,Iris-versicolor
+105,5.992427840483787,3.024868768717516,4.427666231294371,1.4667723318111725,Iris-versicolor
+106,5.666527475604849,2.80540182226827,4.462950233190057,1.2873432769864572,Iris-versicolor
+107,5.612281827498714,2.928100807721987,3.716892076890281,1.308074302748869,Iris-versicolor
+108,6.554902299595054,3.065076292839828,5.333215563038028,1.929877253497535,Iris-virginica
+109,5.671321901671445,2.61211956647723,4.210776459820233,1.0716063045909985,Iris-versicolor
+110,5.967349104549762,2.1956136830460027,4.999879356734867,1.4968079653307047,Iris-virginica
+111,6.896437171834761,3.1975654109092706,5.733303850314158,2.296780957458516,Iris-virginica
+112,6.0750031697686895,2.2645601679058256,4.985873619626365,1.5746433475893682,Iris-virginica
+113,4.784446422950158,3.0,1.3682192276444278,0.1,Iris-setosa
+114,4.605634079290086,3.3781202983678944,1.3845614735189051,0.2995221242578252,Iris-setosa
+115,4.896461492429652,3.0972099970959386,1.6667638787229477,0.1,Iris-setosa
+116,6.792232222343869,3.0,5.506092859701658,2.0897759869794075,Iris-virginica
+117,6.790325915322217,2.799626721775204,4.781385221188581,1.3844178072307909,Iris-versicolor
+118,5.697554266481743,3.792914585570355,1.5965741540668335,0.3383463092112611,Iris-setosa
+119,6.302413719999359,3.2680593001466733,4.687619019708404,1.5581466218785864,Iris-versicolor

iris/tab_ddpm/7_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/7_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/7_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/7_3/10/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.5741531371466655,2.5333299972670815,4.182896646618411,1.1506006823700612,Iris-versicolor
+1,6.012987883017986,2.703286893516232,5.221833208142562,1.6074018789797142,Iris-versicolor
+2,5.901300925519293,3.0,5.118120150757077,1.8195800566225475,Iris-virginica
+3,6.010663232008567,3.403727612170643,4.494973562806755,1.5895371203268114,Iris-versicolor
+4,6.704937102107398,3.3018411565008203,5.704523004956328,2.4999996194929217,Iris-virginica
+5,5.682466381065178,2.8988523873448027,4.095349234151638,1.2757280935595792,Iris-versicolor
+6,4.878706202796332,2.4133890666051574,3.1927592023279674,0.9017758257186825,Iris-versicolor
+7,6.107785748003395,2.819589474911312,4.697026975074667,1.2026657315836182,Iris-versicolor
+8,6.797134764238032,2.82635486745377,4.767618477839049,1.4015629151750844,Iris-versicolor
+9,7.651535529470479,2.6012725941342594,6.899998198641046,2.292010179393192,Iris-virginica
+10,5.0146333677312604,2.0,3.581736508585757,0.9435968168325186,Iris-versicolor
+11,5.9214554693171095,3.0,4.155380543644625,1.5180861677014355,Iris-versicolor
+12,4.4,2.9261644372191946,1.390120504471139,0.2023100780233404,Iris-setosa
+13,7.7118562149788,2.8210408651079235,6.723783018221029,2.008913909432611,Iris-virginica
+14,4.856049482041596,3.0007750893721563,1.4333001358904283,0.10000009635091232,Iris-setosa
+15,5.555279135601031,2.4273725006793727,3.8279509401953122,1.064080831367162,Iris-versicolor
+16,5.099412120659873,3.7852679617265936,1.6025548594390124,0.2022731671391431,Iris-setosa
+17,7.614714582826892,3.0,6.63662889464285,2.0867720857638608,Iris-virginica
+18,5.887789081777682,3.0,4.160116431726482,1.4962033267711328,Iris-versicolor
+19,5.972381894913359,3.379106517376314,4.485033436986049,1.5642041638073667,Iris-versicolor
+20,5.116547630613644,3.679680613658134,1.4919636534861067,0.4284379939851293,Iris-setosa
+21,4.887361733171393,3.0,1.402361051898862,0.21939856029102628,Iris-setosa
+22,6.098806407133176,3.0,4.6086343142685395,1.3960724513108544,Iris-versicolor
+23,5.986299259300342,2.90371296435347,4.544561239569951,1.504498743608442,Iris-versicolor
+24,6.709250928675798,3.337222579219403,5.699924875040689,2.499999613094262,Iris-virginica
+25,6.775725972318916,3.1203220101508333,5.142775618286277,2.281799238428609,Iris-virginica
+26,4.810832873478248,3.0,1.4000115325880724,0.10000009809074673,Iris-setosa
+27,7.712151542587701,2.5912265140690502,6.899998678996266,2.280578589618382,Iris-virginica
+28,5.378050906815257,3.4136238350208474,1.4983836503127035,0.4688768498844234,Iris-setosa
+29,6.682742599500011,2.488263109185414,5.763205754459371,1.7927213392992536,Iris-virginica
+30,4.492776070431423,2.29419134138067,1.299935993329254,0.295750312028147,Iris-setosa
+31,6.707392795571072,3.112080220104046,4.703060812257515,1.4974950365424347,Iris-versicolor
+32,6.296483483815448,2.503337142406209,5.000722968988359,1.8707413954376406,Iris-virginica
+33,7.7001642676347855,2.8321247508493874,6.690318076790573,2.0109935414115316,Iris-virginica
+34,5.097497495012548,3.7983155872079695,1.6007013546202498,0.20346517896402083,Iris-setosa
+35,6.30957240598358,3.4036508647057135,5.613361663335732,2.409166167436908,Iris-virginica
+36,6.012116448400476,3.401317310750167,4.523829140946949,1.6289441919322698,Iris-versicolor
+37,5.093926292527756,3.6837024248229193,1.5584160498605042,0.4018233821766649,Iris-setosa
+38,5.211091322205869,3.4026901869437602,1.4006845223712385,0.2027187565849147,Iris-setosa
+39,6.186902328465579,2.2137334785775193,4.505726882911956,1.4928175397274244,Iris-versicolor
+40,5.814737223144478,2.7730991689687734,4.4986326743950205,1.2113961280051324,Iris-versicolor
+41,6.6820358267604485,3.299612032342403,5.69242528651694,2.0969294200789452,Iris-virginica
+42,6.514066396376179,2.904011436468367,4.3682413213362175,1.338588452666671,Iris-versicolor
+43,5.88327078126213,3.0,5.071268643166085,1.8166190320201032,Iris-virginica
+44,5.079891855894482,3.540229409847912,1.4063155040656135,0.19626910886201,Iris-setosa
+45,4.995639383483046,2.000000713164703,3.4523478392057134,1.0046904143679558,Iris-versicolor
+46,5.113920544250922,3.691105256967906,1.5155925391008922,0.4394431307439365,Iris-setosa
+47,4.601410542273641,3.620512710830807,1.0000003700596047,0.2033408225692149,Iris-setosa
+48,5.779683667095395,2.6902266678948656,4.101740137549965,0.9494586955722322,Iris-versicolor
+49,6.491709555157378,3.202583128027358,5.084326743616959,1.9991765067552671,Iris-virginica
+50,6.016154456845105,2.197572841837041,5.055609517719282,1.4919063434396578,Iris-virginica
+51,6.243149443104716,2.1716215765837292,4.458811509331512,1.5054292883777316,Iris-versicolor
+52,5.4924003446760725,2.9287311962273943,4.212619001963157,1.4203553601812622,Iris-versicolor
+53,6.3140938006758365,2.39529350219736,4.807240634817579,1.4942648460608574,Iris-versicolor
+54,5.702180222638268,2.788226116542445,4.517798806224447,1.2866070912142578,Iris-versicolor
+55,6.009259120713314,2.2101849235595186,5.010124824148445,1.5085981898091423,Iris-virginica
+56,6.266510566221811,3.2919891894064763,4.661366824374584,1.5835378093110013,Iris-versicolor
+57,5.901510401543603,3.0,4.195047124358293,1.4926367518063581,Iris-versicolor
+58,6.296280797631779,2.8989295495565828,5.609015243053749,1.8006258592409048,Iris-virginica
+59,6.8277026271311145,3.0333876298336993,5.290646735969113,2.220668722282931,Iris-virginica
+60,6.172777834247914,2.2001026771085024,4.485706137914331,1.4949170690944318,Iris-versicolor
+61,6.058462362627582,2.2253383095809163,5.078602243056027,1.522533043269337,Iris-virginica
+62,5.846255742214317,3.0,5.116057485502518,1.812918995604043,Iris-virginica
+63,5.911512752024285,3.0,5.0457577496279615,1.7935867922091264,Iris-virginica
+64,5.609651801893521,3.0,4.498792669472709,1.4976929246309751,Iris-versicolor
+65,5.131965393531557,2.512912156757233,3.001798960203123,1.14687671866009,Iris-versicolor
+66,5.117458147079535,3.8076256138904454,1.6007918972438548,0.19831908221105546,Iris-setosa
+67,6.301873780366361,2.318318714314706,4.437979703664676,1.3062428270169781,Iris-versicolor
+68,5.678635736884011,2.7978145774807723,4.496213352883903,1.300671232567397,Iris-versicolor
+69,6.805770962325581,3.0,5.543125351837165,2.0960049014400015,Iris-virginica
+70,7.685672866408483,2.793954375805158,6.686465504055394,2.0105919417426112,Iris-virginica
+71,6.412086670214329,2.911169661210763,4.309982999851028,1.3049406577183433,Iris-versicolor
+72,6.495632172810833,3.0,5.870795031814001,2.1795982893579042,Iris-virginica
+73,5.593279322235331,2.9102090027852303,3.725686853772269,1.2903858484009612,Iris-versicolor
+74,5.691841558869993,2.800421765739504,4.49019128036453,1.290407128588102,Iris-versicolor
+75,4.498019484150322,2.331912689504672,1.3223903821645653,0.31892854125147874,Iris-setosa
+76,5.209147976690595,3.409367335996922,1.3898406500145102,0.2007210530430319,Iris-setosa
+77,4.4,2.912301271542824,1.408839294294556,0.1972329971244747,Iris-setosa
+78,6.485935332064436,2.97395550888558,4.330834747572229,1.3411898150245334,Iris-versicolor
+79,4.400000485147353,2.876492579962148,1.3543085484135307,0.19817309454610538,Iris-setosa
+80,5.121953749709286,3.40250967138534,1.5241022736455747,0.42599531739623564,Iris-setosa
+81,5.582892010730004,2.903100520276504,3.4729918257799923,1.2867955434935059,Iris-versicolor
+82,6.004435642589482,2.7126167284228515,5.089201681341655,1.5876337622566474,Iris-versicolor
+83,4.60855275259605,3.4048973078742,1.4006620898209368,0.33714649139494607,Iris-setosa
+84,4.830044650138936,3.0,1.4000157913836393,0.2953583183682035,Iris-setosa
+85,5.009641019632545,3.6053212271146373,1.373806878229544,0.1994221410366599,Iris-setosa
+86,5.998923670522434,2.961618786299307,4.324238926546282,1.4963921977346315,Iris-versicolor
+87,6.297580574553816,3.411764258517562,5.611240771225614,2.4069173523596064,Iris-virginica
+88,6.49856223795965,3.0,5.46629508479011,1.790378520427672,Iris-virginica
+89,4.994095364959373,3.407379528307414,1.4997235430124702,0.43591606481168294,Iris-setosa
+90,4.5882103663502924,3.62613356808302,1.000000388896482,0.2065447610262733,Iris-setosa
+91,6.184476087521882,2.204954188318312,4.524040333338076,1.495368052539527,Iris-versicolor
+92,6.007301979254738,2.704592776208272,5.102531269371658,1.635109171459051,Iris-versicolor
+93,5.199722601788058,2.705412496389537,3.906748389447483,1.4104692469966695,Iris-versicolor
+94,6.484796072256817,3.0,5.847881358154222,2.19319885215679,Iris-virginica
+95,7.631158607663067,3.0,6.615183943586328,2.1040119369803523,Iris-virginica
+96,5.30162389248254,3.68523929646753,1.5056095392863869,0.2000661697152707,Iris-setosa
+97,7.9,3.815625813618493,6.401658584632743,2.0055013662681107,Iris-virginica
+98,6.9910940892298035,3.0,5.774185443097242,2.1512942127798635,Iris-virginica
+99,5.549069154946149,2.4622732669271925,3.7631663848542103,1.0532616729997377,Iris-versicolor
+100,5.126589346003539,3.683460778843589,1.4963228455895814,0.3473911280810169,Iris-setosa
+101,7.61007471823646,3.0,6.592773229157314,2.098561098870875,Iris-virginica
+102,5.994361483349814,3.408381049728989,4.466955550636569,1.58185283743199,Iris-versicolor
+103,6.303178172770474,3.2692519665679063,4.649467621103694,1.5745415805491065,Iris-versicolor
+104,4.985856545276961,2.470831707759195,3.4351989358566652,1.0860725967817213,Iris-versicolor
+105,6.253596853957365,2.5042544737414705,5.093580188427711,1.8958058227353474,Iris-virginica
+106,4.400000618925193,2.9008395250592707,1.4005876428648627,0.2032729171670098,Iris-setosa
+107,7.717511565042095,2.814507535466543,6.705466679139714,2.0094844848970728,Iris-virginica
+108,4.589003801964097,3.6182293424731737,1.000000400381928,0.19982128553194778,Iris-setosa
+109,5.591009296431846,2.461791658780921,3.8778038924178637,1.0688643491829215,Iris-versicolor
+110,7.649058273921476,3.0,6.634140234192557,2.092220811336369,Iris-virginica
+111,5.07760660825982,3.506098985796093,1.4029732854589203,0.28295526054637166,Iris-setosa
+112,5.3886642299544345,3.4014789354018737,1.4999670091425514,0.3625751655395345,Iris-setosa
+113,4.906993434736738,3.0,1.4072635901079362,0.2025925053728124,Iris-setosa
+114,6.691282664680386,3.097319560477771,4.690856284190796,1.4996488878767553,Iris-versicolor
+115,6.487585838369338,3.198815862040844,5.11207302896456,1.9962978885521492,Iris-virginica
+116,6.113848577484525,2.788560537920515,4.743356766416592,1.188159484479434,Iris-versicolor
+117,6.706731155122741,3.1200422625226873,4.7302356422266,1.5126769591285105,Iris-versicolor
+118,4.903692441662882,3.0,1.405646403262541,0.1979024336491243,Iris-setosa
+119,4.910804152061931,3.0,1.3882735229338303,0.20133507247888566,Iris-setosa

iris/tab_ddpm/7_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/7_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/7_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/7_3/11/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.001516485578423,3.386307620160973,1.6162166654799244,0.4127817614531278,Iris-setosa
+1,6.692284855335187,3.2896461795173644,5.703230271645353,2.4999995587692285,Iris-virginica
+2,6.7880164165235595,2.791853817781594,4.799653991422818,1.401151508793652,Iris-versicolor
+3,5.673759845995695,2.829170114962714,4.262667617764176,1.3001996971379428,Iris-versicolor
+4,4.917972772938639,2.393426934219287,3.0415164391964975,1.0530265695173384,Iris-versicolor
+5,4.901516520865418,3.1163148461738883,1.6020580273466005,0.10000011776234871,Iris-setosa
+6,4.879748608061378,3.0625182133381843,1.4966671826734035,0.10000010092215195,Iris-setosa
+7,4.80143182080357,3.0,1.3858611545469148,0.1,Iris-setosa
+8,6.280529964124395,2.9007241918850792,5.6038606048486175,1.7747928613792046,Iris-virginica
+9,5.6982835717920794,2.8163317192377337,4.491639699754897,1.3038214325855657,Iris-versicolor
+10,6.929801972510939,3.192313735097729,5.714576670156113,2.296513235044707,Iris-virginica
+11,6.030735396607413,2.218148603826444,4.985669874031171,1.4958918621095034,Iris-virginica
+12,7.300931355569152,3.0,6.278029227741392,2.0728897750564697,Iris-virginica
+13,4.991721100861762,2.45814286306066,3.2294762531294667,1.0454150597204102,Iris-versicolor
+14,5.029585833249418,3.404672364999729,1.6581659615514606,0.43845518970709574,Iris-setosa
+15,5.292555941654701,3.7302506037461973,1.635578689360248,0.200269612353907,Iris-setosa
+16,7.899998588379395,3.7991070916722327,6.403313911293364,1.9958179127606268,Iris-virginica
+17,4.894257028781315,3.091452472388255,1.4930587560565636,0.10000009037612737,Iris-setosa
+18,5.790686876319861,2.690319802518653,5.129921689820587,1.89895684309927,Iris-virginica
+19,5.868983487714064,3.0,4.183917852898434,1.501500392772193,Iris-versicolor
+20,5.691798759740589,2.9401998718011613,4.112829713524038,1.3007754013286603,Iris-versicolor
+21,7.7044962904368965,2.6125815498936906,6.899998656844986,2.2978051364636407,Iris-virginica
+22,6.688063178068999,3.295649205862754,5.6767683768813155,2.4999995147008627,Iris-virginica
+23,6.6789045755257215,3.3167312970684417,5.703931070905761,2.1134229598848613,Iris-virginica
+24,6.502603360848826,3.0,5.825002127781737,2.209764440589813,Iris-virginica
+25,7.71833512813404,2.599406750840523,6.9,2.307960020087207,Iris-virginica
+26,5.55781171248377,2.5456770235252604,4.194352827070777,1.1733609784342642,Iris-versicolor
+27,7.9,3.809663363211098,6.3893407126661845,2.0051155406047596,Iris-virginica
+28,4.843147236021464,3.0015813181301905,1.4279266559126775,0.1,Iris-setosa
+29,6.58827076330859,3.0,4.410997449779682,1.376318765261133,Iris-versicolor
+30,6.274579565191797,2.29651418972817,4.406919010703408,1.2694865077563238,Iris-versicolor
+31,5.99128092720959,2.6922525342576025,5.158619047771855,1.606487719377071,Iris-versicolor
+32,5.299437070630639,3.7664363563306784,1.497524211001742,0.28462278921834705,Iris-setosa
+33,5.3852544763955965,3.4056907696767817,1.6355616648661226,0.2008764187432442,Iris-setosa
+34,5.354111954870611,3.3950186538222886,1.497240250476149,0.41238069383172404,Iris-setosa
+35,6.72731613529311,3.0,5.441558047054166,2.0766173696377157,Iris-virginica
+36,6.043129053205405,2.5942471211057496,5.597126093650585,1.3907435415988552,Iris-virginica
+37,6.29379175108278,2.5125773382627266,4.904598986547272,1.50573671198023,Iris-versicolor
+38,4.9916652864705515,3.6155852034606433,1.4008981116352097,0.2043930966394552,Iris-setosa
+39,5.360207980200027,3.3854562191452358,1.6354129200391438,0.20111173089972983,Iris-setosa
+40,5.185442260129788,2.693686674179309,3.9082510817495355,1.4065277723579659,Iris-versicolor
+41,6.685379861269149,3.3083596719708472,5.68086036702986,2.5,Iris-virginica
+42,5.6453059154462935,2.5175307767225066,3.989521598149131,1.1149554255726877,Iris-versicolor
+43,4.59440205101558,3.601949362146189,1.0000003803388384,0.19585338050855972,Iris-setosa
+44,5.027015806896092,3.5546940791994803,1.4034622785587463,0.19747269437562248,Iris-setosa
+45,5.424184003961602,2.356813965711239,3.6209802174736447,0.8415903929491786,Iris-versicolor
+46,5.13482965460056,3.7607659588202935,1.49745963412145,0.20586085419143507,Iris-setosa
+47,4.901375285878892,3.11379180486144,1.4997295440218619,0.1,Iris-setosa
+48,4.4,3.2139610137895747,1.2975291354985425,0.19935034299365406,Iris-setosa
+49,4.990693916255387,2.0,3.4504039087292,0.9359655042717765,Iris-versicolor
+50,6.028867597729676,3.386119888140476,4.521113944381507,1.6059208701718783,Iris-versicolor
+51,5.654212529649073,2.907707444530573,3.8911966026331823,1.3163101719260595,Iris-versicolor
+52,6.902580374764758,3.1036582100623153,5.0785613200692294,2.3019048005370304,Iris-virginica
+53,6.092256842484652,2.7772829047846357,4.699697534827095,1.1987016387579128,Iris-versicolor
+54,6.689041711164473,3.297511604178785,5.710602979898691,2.5,Iris-virginica
+55,6.702440431775238,2.5003390982037756,5.837643046064066,1.8121977919384755,Iris-virginica
+56,6.260827328760999,3.324541104134248,4.659642124534171,1.594770221003469,Iris-versicolor
+57,4.4,3.1406153777781225,1.316303133435882,0.18891326903022249,Iris-setosa
+58,5.118938370673259,3.8123520049004713,1.6745451536938134,0.19670228581233046,Iris-setosa
+59,7.1233962415558,3.0,5.901301599053277,2.0781346130476943,Iris-virginica
+60,6.033857011587539,3.3947747355120903,4.490307431354191,1.5987108512266963,Iris-versicolor
+61,6.27421897126077,2.288755623959786,4.435119334861146,1.3271645462471275,Iris-versicolor
+62,6.943480767592744,3.0783346739899855,5.08133464940393,2.2993664549914214,Iris-virginica
+63,5.010273202587949,3.5766375865645257,1.4014758357193096,0.19724708537165603,Iris-setosa
+64,7.332449329394567,2.9053762364828786,6.269143434227254,1.8152560552539667,Iris-virginica
+65,6.090040140249421,2.8032658012478193,4.674706009570388,1.1731372557765258,Iris-versicolor
+66,6.705981411218768,3.1033314880398644,4.706348846667998,1.5011674829140718,Iris-versicolor
+67,6.4938069289105,3.0,5.784693732061261,2.170028214780424,Iris-virginica
+68,5.011712573177367,3.4030457846202813,1.6572954837631333,0.4207833679360019,Iris-setosa
+69,6.2155226564703385,2.867679251569498,5.588855578273263,1.7565529569908893,Iris-virginica
+70,6.296347105301714,2.4831008177052643,5.001942819814788,1.8987707041730495,Iris-virginica
+71,5.992865491853744,2.2002207851062807,4.964841189337705,1.4746264123406723,Iris-virginica
+72,4.8892697862837355,3.0,1.3924341864450103,0.20632539903547825,Iris-setosa
+73,7.899999014355158,3.80998871304105,6.414629426765096,1.9916854125170143,Iris-virginica
+74,6.095543690414036,2.804117679160544,4.730439257697725,1.2036398207276033,Iris-versicolor
+75,6.310456415515335,3.3752238990212615,5.589460039560272,2.399677548414503,Iris-virginica
+76,5.08423942865801,3.5190611204388333,1.3779663014972425,0.20766373509393443,Iris-setosa
+77,6.399303007951033,2.892355267616002,4.2979934837982485,1.290592221511148,Iris-versicolor
+78,5.981400409252212,2.6834093497526323,5.105770667698493,1.6090210361855255,Iris-versicolor
+79,6.280085490590904,2.502851211587088,4.995412271186877,1.899549103837172,Iris-virginica
+80,5.406696100728923,3.38742857814588,1.657444143695217,0.20524452561378154,Iris-setosa
+81,6.700563188165463,3.0820463424453015,4.716132601274477,1.4983204907344267,Iris-versicolor
+82,5.537805633974732,2.649127646263861,4.423285802179061,1.2781851614789008,Iris-versicolor
+83,5.99866345829104,2.698206054670889,5.09539054315417,1.5784761955081417,Iris-versicolor
+84,5.891407448206183,3.0,5.103096377381617,1.812453723094756,Iris-virginica
+85,4.8312210529325075,3.0,1.3944640664957606,0.27054582511446407,Iris-setosa
+86,5.97993710464528,2.2163604855421584,4.982846465143374,1.4874206918636614,Iris-virginica
+87,5.09320190737085,3.777567655456866,1.5410993308655696,0.20315230012062593,Iris-setosa
+88,4.97637499248956,2.000000557471238,3.412575156452828,0.9416114814939671,Iris-versicolor
+89,5.601898127509898,3.0,4.531583545308603,1.4941361259701278,Iris-versicolor
+90,5.407069917688499,3.9,1.292029840625963,0.4806854282409945,Iris-setosa
+91,5.697025914846137,2.8431566002393382,4.43118351092547,1.2789752634978657,Iris-versicolor
+92,5.0694464141898585,3.7942870343868536,1.7099766646439956,0.2015377202164002,Iris-setosa
+93,5.387366708310236,3.9,1.2949473848125983,0.39297659187714634,Iris-setosa
+94,5.090268261156026,3.505552254411355,1.3809085569945676,0.28005481771854973,Iris-setosa
+95,6.699077622985393,3.3201259414043474,5.722235964615168,2.4999989178621744,Iris-virginica
+96,4.9983537104462705,3.397511789765377,1.607843027125993,0.4470453387482537,Iris-setosa
+97,6.006793516833459,2.2003320251259346,5.011008476535936,1.4951680595308927,Iris-virginica
+98,5.406956040434036,3.3906460993198477,1.634698410812097,0.1953001175686377,Iris-setosa
+99,6.519784225122699,3.0,5.867656092175299,2.2184689646198064,Iris-virginica
+100,6.682348746504831,3.1055275321773412,4.6907948744981125,1.4857177366293244,Iris-versicolor
+101,5.621684599881343,2.883706637342626,3.712565527058517,1.2816508954600312,Iris-versicolor
+102,5.125118700695103,2.6623285168911646,3.869296373547437,1.3918332938878673,Iris-versicolor
+103,6.106623104371176,2.606031489424745,5.612934466680278,1.398365209868022,Iris-virginica
+104,5.606966090418904,2.526480354212081,3.923169231678852,1.1255428272263452,Iris-versicolor
+105,4.978558280660957,3.385320734878203,1.571169150815066,0.37618986557227335,Iris-setosa
+106,5.905503071583226,3.0,4.202883869008593,1.491356289211101,Iris-versicolor
+107,5.628269803310561,2.9239645865011545,3.7656671961164356,1.3015918380780016,Iris-versicolor
+108,6.738373005753736,2.5136559284339985,5.918053838656933,1.8166344367636786,Iris-virginica
+109,6.808625721090709,2.7727106217414432,4.82595748227967,1.4054707553547958,Iris-versicolor
+110,7.697134389030493,2.594762500146298,6.9,2.279253759049569,Iris-virginica
+111,6.805117101899338,2.801961577392646,4.843073773958421,1.4071714493188154,Iris-versicolor
+112,5.976768132582186,2.8732496959872815,4.568530989443719,1.3060521880831215,Iris-versicolor
+113,7.9,3.790951701798755,6.3945163798311215,2.0166273203865526,Iris-virginica
+114,4.589221266475146,3.6270854084832367,1.0,0.20263302248777137,Iris-setosa
+115,7.69147289026224,2.831905561135741,6.692681340191245,2.011681417518739,Iris-virginica
+116,5.11549296253363,3.6558847142813313,1.4825913158837492,0.41440797616340297,Iris-setosa
+117,5.993707482011089,2.2014882460695078,5.023826011022709,1.4933686238792503,Iris-virginica
+118,6.772805392319454,3.0,5.527440581852049,2.0865478562243176,Iris-virginica
+119,7.9,3.8108435608647695,6.377326650380869,2.00961871785271,Iris-virginica

iris/tab_ddpm/7_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/7_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/7_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/7_3/12/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.515895087490563,3.1865827772012043,5.088224230990331,2.013234605373171,Iris-virginica
+1,6.182048311267461,3.0,4.526874604084059,1.3842298715006076,Iris-versicolor
+2,5.36978201864826,3.9,1.2757336374419084,0.3874619443034207,Iris-setosa
+3,5.399776982676714,3.401198234559684,1.5778063401792861,0.4130418212889879,Iris-setosa
+4,6.896439326411291,3.1059098120470097,5.103418364580701,2.2955717072094,Iris-virginica
+5,5.7008803105160935,2.7897753805678795,4.4853700117110336,1.265432205632866,Iris-versicolor
+6,5.899862990716569,3.0,4.203357081147208,1.5047075611027005,Iris-versicolor
+7,5.919713947767123,2.7426185068179225,4.227094643070323,1.0399531995204003,Iris-versicolor
+8,6.451825386176766,3.1354163588994672,5.119265727384745,1.9673456839934238,Iris-virginica
+9,4.903957422379806,3.088839733921471,1.49252746217112,0.1,Iris-setosa
+10,4.59547474042755,3.5878869957283652,1.0000004096461625,0.203049488891183,Iris-setosa
+11,5.091891144536538,3.4978191867643535,1.3971509100148611,0.31251577121448276,Iris-setosa
+12,7.714447025254788,2.8399650377402184,6.722644053059854,2.02484840333459,Iris-virginica
+13,6.309031767329378,2.312110490074122,4.4121133804730865,1.3132141969203415,Iris-versicolor
+14,5.64819447021469,2.926032635968002,4.0653160891524625,1.2859762520225253,Iris-versicolor
+15,5.577082623408861,2.4746404643669777,3.80551433295231,1.026172961212169,Iris-versicolor
+16,6.0872989274062785,3.0,4.605682582415695,1.406666111836308,Iris-versicolor
+17,4.802916338155423,3.0,1.4016263938729627,0.30736712573057523,Iris-setosa
+18,5.121404161728665,3.7778152727404293,1.5914034603580072,0.1953015851173161,Iris-setosa
+19,5.186178478394285,3.7585782167046964,1.557940954864989,0.21386035792337982,Iris-setosa
+20,6.7686026468721,3.151119811081304,5.835994604740876,2.2753315590101333,Iris-virginica
+21,6.099138295728113,3.0,4.612442291690925,1.4082862798822413,Iris-versicolor
+22,6.13882098671507,2.2744960683356927,5.036352431722997,1.6360132947490893,Iris-virginica
+23,4.8180030237697915,3.0,1.4001766134903886,0.1,Iris-setosa
+24,5.962243526730538,2.7321643264183897,4.906029247184393,1.5307680861787771,Iris-versicolor
+25,4.818666370278547,3.3950794180612105,1.5179691360082657,0.20671943466435677,Iris-setosa
+26,4.577711754976389,3.4015614387210937,1.3762175791658184,0.29540754146090603,Iris-setosa
+27,6.113382122085651,2.801749105816039,4.697129260483504,1.1945265081306764,Iris-versicolor
+28,4.400000502325564,3.218464113610364,1.2910462586440712,0.20167458770446067,Iris-setosa
+29,5.64998434075975,2.729468065511222,4.47566697500746,1.2744766637640454,Iris-versicolor
+30,5.826331245379559,2.753934369345106,5.080208183634588,1.8971173656100357,Iris-virginica
+31,6.664731087720665,2.490792092462962,5.79566849402837,1.803031772720674,Iris-virginica
+32,5.595464405846554,3.0,4.079757983429898,1.3037261111898486,Iris-versicolor
+33,4.81373937947864,3.0,1.3925983780153834,0.30788354352352104,Iris-setosa
+34,5.089512635960627,3.501428877761713,1.399744439785187,0.20214766022384767,Iris-setosa
+35,5.397136806130941,3.3819635132885915,1.7673531356669911,0.1977423319133595,Iris-setosa
+36,6.667973086464158,3.2992155187537477,5.671042147222629,2.083129465004692,Iris-virginica
+37,6.41726365570671,2.871264087260048,4.282256968143547,1.2687135374661895,Iris-versicolor
+38,6.655730946084047,3.2627256222716876,5.718118603660033,2.09981817223632,Iris-virginica
+39,5.118592646478383,3.487542092897962,1.3942956595282472,0.1979793312399865,Iris-setosa
+40,6.226657517311829,2.5348583416855366,4.916096298707115,1.5225233540741543,Iris-versicolor
+41,5.399368795999902,3.393543557493173,1.5828438298266447,0.42700102416883867,Iris-setosa
+42,5.6048192439205256,3.0,4.103201217669877,1.3024825790708854,Iris-versicolor
+43,4.907362831136721,2.4073105802372097,3.051457336356454,1.0260005904005547,Iris-versicolor
+44,6.411643582697587,2.8975534912361627,4.266094144169719,1.3102961320224498,Iris-versicolor
+45,4.948973937992607,2.424280101526984,2.9431049006986525,1.0328973199790414,Iris-versicolor
+46,6.481015707169774,2.9665649428584686,4.337542784620584,1.352185126590803,Iris-versicolor
+47,5.530655928773341,2.4415228605409887,3.821566220264133,1.0124331888305942,Iris-versicolor
+48,5.699373263142991,2.80166764175681,4.531693660351381,1.285554528973632,Iris-versicolor
+49,5.326484330287508,3.9,1.2891386965768428,0.3817551778886624,Iris-setosa
+50,5.53156769914385,2.524457529153711,3.8115017838213916,1.0886574626158632,Iris-versicolor
+51,5.189201405130605,3.3913378497956645,1.4035171627039165,0.20150023205996773,Iris-setosa
+52,7.899998563934536,3.795814356817159,6.397023271455432,2.0021825846747277,Iris-virginica
+53,4.7876620858505685,3.3852680868553007,1.5558892503581478,0.19558548507735052,Iris-setosa
+54,6.06879602087004,2.5989528454136166,5.613207445707153,1.3823841578991987,Iris-virginica
+55,6.706076585988495,3.1091369990102384,4.72098377873534,1.496805028028415,Iris-versicolor
+56,7.614329836128328,3.0,6.611370235794789,2.0895554769598292,Iris-virginica
+57,6.444627973263002,2.9491740921451726,4.3212348688130895,1.3260185660487078,Iris-versicolor
+58,6.297303302521704,3.408687509150531,5.608676223022665,2.3976044928702334,Iris-virginica
+59,7.702145981314763,2.5848679449622445,6.9,2.2944220535201016,Iris-virginica
+60,4.908935231459069,3.108467578780412,1.5436098918529144,0.1,Iris-setosa
+61,5.374619317207055,2.49746900818689,3.6322866637672244,1.061368412381105,Iris-versicolor
+62,6.364527410450513,2.870790953882556,4.297514888824363,1.2528005400968434,Iris-versicolor
+63,5.633234034981189,3.0,4.525867901035314,1.4985835200756779,Iris-versicolor
+64,5.252540321585769,3.704647183794396,1.5172860373297923,0.20090590766563698,Iris-setosa
+65,5.306864319396286,3.6832347102109178,1.4985174827339691,0.2016768849623545,Iris-setosa
+66,6.259187433445374,2.476927817672407,4.884003983073284,1.4841682504167806,Iris-versicolor
+67,5.035436128031599,3.573074032660096,1.4008180837552469,0.20237030570167652,Iris-setosa
+68,5.8604982531211895,2.756846079486914,4.6242098450675675,1.230503889449386,Iris-versicolor
+69,5.665792595899477,3.0,4.5222435131029,1.4956216790503505,Iris-versicolor
+70,6.150002726771936,3.0,4.634865091277586,1.4237848842862926,Iris-versicolor
+71,5.354583827118473,3.8999996382790605,1.2929893098356966,0.5135240767638833,Iris-setosa
+72,5.674284780897113,3.7934473204667234,1.5795075407899624,0.2972520042826904,Iris-setosa
+73,4.999412465942759,2.000000700922482,3.5130552853747066,1.0195748353310916,Iris-versicolor
+74,5.117330586010682,3.4937525263977105,1.400591754639223,0.2939134688498492,Iris-setosa
+75,6.058469006049218,2.9362327135448214,4.64969490020052,1.3229585128387085,Iris-versicolor
+76,4.981763931463398,2.0000004945152043,3.3797202510995157,1.000644350643544,Iris-versicolor
+77,6.077722345122977,2.258122409204269,5.025073929488911,1.5708769505804203,Iris-virginica
+78,6.803978036924727,3.0,5.42626068059044,2.1232802671228703,Iris-virginica
+79,5.580079481085673,3.0,4.054565698914399,1.2927742399888424,Iris-versicolor
+80,6.804738163807543,2.812445101630509,4.831704940856949,1.4057635996485571,Iris-versicolor
+81,6.218907740280879,2.2065741463203725,4.490128411933078,1.490368548240188,Iris-versicolor
+82,4.907611424765835,2.4028823897495295,3.287003824363903,1.0139904971171838,Iris-versicolor
+83,5.482918375682679,2.5384765911519387,4.273938302086824,1.124565664534245,Iris-versicolor
+84,4.814564475864521,3.0,1.4039568010404677,0.3422363802272509,Iris-setosa
+85,4.797542474283989,3.0,1.3850732862201578,0.1,Iris-setosa
+86,6.252973041381453,3.1915381694935556,4.670063513734298,1.515856976888766,Iris-versicolor
+87,6.3027076149922125,2.3097057061031068,4.3811440302583655,1.2872198359364617,Iris-versicolor
+88,5.1081101042425034,3.493619434822949,1.396872888747359,0.3011359554235454,Iris-setosa
+89,6.722442893039304,3.010417914563399,5.673991784018408,2.093112612628685,Iris-virginica
+90,6.504395932349084,3.191931671178963,5.089074446590072,2.0076069139957813,Iris-virginica
+91,5.610515606675806,3.0,4.481182155023867,1.5061971562552126,Iris-versicolor
+92,5.589607141788176,2.700658300566491,4.479739219561699,1.2543724347157363,Iris-versicolor
+93,4.994197614582472,2.4588949059084326,3.037425631332201,1.068688081014435,Iris-versicolor
+94,7.701553687616457,2.845400172432409,6.700152338294812,2.005599089856596,Iris-virginica
+95,6.865537830732021,3.103355767019579,5.118359458793562,2.2930085114405405,Iris-virginica
+96,6.7132616570399595,3.1254802378954523,4.703976861414897,1.506743123004234,Iris-versicolor
+97,6.317702995773434,3.372902926381785,5.610783392597357,2.393693485586512,Iris-virginica
+98,4.495942207843199,2.2882442498858575,1.296575474247554,0.2996922627806434,Iris-setosa
+99,5.954526533471617,2.170197379331148,4.922787117469293,1.4764863948088551,Iris-virginica
+100,7.103078998445177,3.0,6.01516829252426,2.124774657279116,Iris-virginica
+101,4.400000575055841,3.1749279160390285,1.307376639225017,0.19785078754378543,Iris-setosa
+102,6.3085273287653605,3.361519033930952,5.622283522078896,2.394072052330853,Iris-virginica
+103,5.24394855606928,3.7406077558337745,1.549569747369585,0.20076786569264216,Iris-setosa
+104,5.479158606946559,2.523331926199396,3.897324742030475,1.148501520330656,Iris-versicolor
+105,5.043517868646987,3.5717414764307978,1.400554066171496,0.19958125383238917,Iris-setosa
+106,6.813458605307225,3.0,5.433115179955229,2.1437821042234213,Iris-virginica
+107,5.712751974499288,3.0,4.420067064271647,1.502092145204776,Iris-versicolor
+108,7.708145874974933,2.80589226889367,6.710113092979338,2.006168951292878,Iris-virginica
+109,6.314702577197655,2.292585475215645,4.38806896813863,1.300841642844502,Iris-versicolor
+110,6.674978450324952,3.2945707357615266,5.678184704028901,2.5,Iris-virginica
+111,5.114859099966539,3.506583608392592,1.401281675547558,0.20140971352094192,Iris-setosa
+112,6.481500992296992,3.0,5.821161207695286,2.2188934817623753,Iris-virginica
+113,4.810462617188815,3.3982895302507585,1.5208174695191898,0.19447668209181967,Iris-setosa
+114,4.4,2.9211119371171916,1.402791408480984,0.19337433967131665,Iris-setosa
+115,5.096316171215051,3.7949677215093076,1.4956395150786572,0.19864207692210364,Iris-setosa
+116,7.697800377427778,2.791889118541267,6.704562805946253,1.9884802859059272,Iris-virginica
+117,6.688611823434676,2.5059116155989787,5.791908009229011,1.7971601175617886,Iris-virginica
+118,6.097860919028135,2.7793624638447967,4.689000635804063,1.1847780112722992,Iris-versicolor
+119,6.350293215706663,3.288737544791702,4.70429645912962,1.5912196022266858,Iris-versicolor

iris/tab_ddpm/7_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/7_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/7_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/7_3/13/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.277927586380171,2.4809573168079977,4.957235847380052,1.8891426787025878,Iris-virginica
+1,5.588263499061035,3.0,4.0675446321797,1.269950954916197,Iris-versicolor
+2,4.899413259925935,3.0,1.39540595299722,0.20246939673139208,Iris-setosa
+3,6.077546160448126,2.887535323154922,5.482481191504384,1.7901486868164564,Iris-virginica
+4,6.722226739417405,2.4723106694189156,5.92009648344509,1.8464473346029808,Iris-virginica
+5,5.006427474105461,2.000000601894336,3.491602050440073,0.9847018134402903,Iris-versicolor
+6,5.585640075619234,3.0,4.050758695378668,1.3012256196183065,Iris-versicolor
+7,5.13763217519494,3.49913827483816,1.4017516379420882,0.29739984448027257,Iris-setosa
+8,4.50517328057623,2.283662990212481,1.2896981026895142,0.28817517822128536,Iris-setosa
+9,6.000495121701416,2.2043097880932607,5.021971709629061,1.491959812194719,Iris-virginica
+10,7.344668253172231,3.0,6.312020042191138,2.0796066977854943,Iris-virginica
+11,4.8133506393723025,3.0,1.402356425274585,0.1,Iris-setosa
+12,6.653680785214846,3.2487758401645164,5.678953501195249,2.055903773664303,Iris-virginica
+13,5.256968756294258,3.6705420328632865,1.4861315066810843,0.198967868269535,Iris-setosa
+14,6.268154174116494,2.291179778819355,4.388443327446413,1.2743138587074687,Iris-versicolor
+15,6.0958976129557225,2.795098400252456,4.69865219341132,1.1761533306834153,Iris-versicolor
+16,6.277632288263412,2.899269287764053,5.589277077010453,1.7976565857975304,Iris-virginica
+17,6.675046662136317,3.3184715085837295,5.679136391594832,2.4999995973584124,Iris-virginica
+18,4.4,3.2025271968459155,1.292272203496269,0.19878657116504836,Iris-setosa
+19,7.700041036505921,2.6077675725542218,6.899998472813488,2.2832896850728783,Iris-virginica
+20,6.907603490583857,3.2025254987886402,5.676073925304864,2.2901487838272887,Iris-virginica
+21,5.133724124284474,3.479639628651763,1.3937156611659147,0.19957926463488884,Iris-setosa
+22,4.8032866040641045,3.0,1.4013303038341973,0.1,Iris-setosa
+23,6.683483416735669,3.134866561492166,4.726506560268441,1.5051896479851536,Iris-versicolor
+24,6.3160164718680845,2.335073302772913,4.4153589105916575,1.3111902736674852,Iris-versicolor
+25,5.356827853187428,3.401121895568197,1.4983816587921155,0.4269581948641623,Iris-setosa
+26,6.891321781153711,3.193867263012849,5.68581147792305,2.2955795308223874,Iris-virginica
+27,5.005571380947428,2.0,3.340899301750725,1.0294583207788603,Iris-versicolor
+28,5.801175909272662,2.7104034580655436,5.046579856223141,1.899763257873272,Iris-virginica
+29,7.733249123057937,2.596556985902372,6.9,2.306060703333453,Iris-virginica
+30,6.81908110765742,3.0893977011569222,5.1509466066470955,2.302103371909998,Iris-virginica
+31,5.085560929304656,3.519000763047583,1.4031320247235801,0.31909473899894275,Iris-setosa
+32,6.012545932230971,2.722846223014699,5.096870589414183,1.6188313186870904,Iris-versicolor
+33,7.701397992216915,2.6022232148102877,6.899998822833629,2.2973610517823086,Iris-virginica
+34,6.484145126149073,3.215304821838908,5.103829303634237,2.002520021316699,Iris-virginica
+35,4.772146735828349,3.0,1.3957117154913898,0.29864664605082547,Iris-setosa
+36,4.9041840232716565,3.1124312091640687,1.5467927959076426,0.1,Iris-setosa
+37,6.282744696363043,2.9026762712522887,5.595323652978239,1.7282291394178406,Iris-virginica
+38,6.119150695561836,3.361047399746115,4.571145819642809,1.6171961446402612,Iris-versicolor
+39,5.896375973997368,3.0,5.083960776301121,1.7925539239657988,Iris-virginica
+40,4.803169904329147,3.0,1.3879165859275782,0.29642267635080555,Iris-setosa
+41,5.151688469471458,3.770308642230487,1.502594724805904,0.2054800996012274,Iris-setosa
+42,4.898975137252694,3.0,1.4030281016301598,0.20110145630959764,Iris-setosa
+43,6.309097112226158,2.905961242428443,5.618492333280293,1.7938102880900613,Iris-virginica
+44,4.880282129206119,3.0,1.3865610039430227,0.20231789067380646,Iris-setosa
+45,4.400000542409775,3.186642588225498,1.304651966521913,0.20427217640113637,Iris-setosa
+46,6.1227765353366195,2.6018444113272188,5.613250700935026,1.4018353983503984,Iris-virginica
+47,5.212031431502015,3.3968779107952036,1.395390400465427,0.20048537399665778,Iris-setosa
+48,7.708279940580988,2.608647909294508,6.899998997076427,2.2970379607770672,Iris-virginica
+49,4.769204299411292,3.401246103699275,1.5293213662794396,0.20149072766237638,Iris-setosa
+50,5.396344297246927,3.9,1.2990224207687064,0.49505738370084706,Iris-setosa
+51,6.488014843280728,3.2035169647705994,5.106124506929982,1.9866721682400306,Iris-virginica
+52,4.977340394579375,2.0,3.5129538712250645,0.9721060094158835,Iris-versicolor
+53,5.29476233873117,3.707360550592479,1.6206338881706563,0.20245336939216796,Iris-setosa
+54,6.532237272180725,3.0,5.512677503182067,1.87759213626294,Iris-virginica
+55,6.3150553682004835,3.4071220043039268,5.5978016031639415,2.402329321511698,Iris-virginica
+56,5.725638531337708,2.8951100978698645,4.256390028146479,1.3010900212210477,Iris-versicolor
+57,7.683397423160094,2.5891908418448284,6.9,2.300365077461266,Iris-virginica
+58,6.522108036919807,3.1837132057875612,5.131330247002707,1.988130358301557,Iris-virginica
+59,4.823524113867486,3.0,1.4035808465503816,0.2944056658280071,Iris-setosa
+60,5.7964073003750745,2.689307630828855,5.113955121254127,1.9028702926004992,Iris-virginica
+61,6.702921867943114,3.321827983583389,5.703072124308594,2.5,Iris-virginica
+62,6.799456151959742,3.0,5.492297645789764,2.0998576806096265,Iris-virginica
+63,5.100573868999241,3.7944580102875363,1.643207008645885,0.20004468029894956,Iris-setosa
+64,7.682986693245375,2.7876320612397025,6.691810864516002,1.9857865691719383,Iris-virginica
+65,5.11650599125038,3.794228751698745,1.6084296808943817,0.2001716995638755,Iris-setosa
+66,6.814794455165241,3.184971701203722,5.814725185746347,2.309351935447622,Iris-virginica
+67,4.4,2.9018958783927564,1.3979018590634427,0.19099778432823689,Iris-setosa
+68,5.428641389521218,3.9,1.3150400726795293,0.5510386390361364,Iris-setosa
+69,5.564575565150073,2.708584315408614,4.396388167829825,1.2591392295550254,Iris-versicolor
+70,5.079216300689067,3.5261151336300025,1.3961150756489107,0.2078032782114361,Iris-setosa
+71,6.0024457774288384,2.2082882779797037,4.990468181873756,1.5043159672217419,Iris-virginica
+72,5.101127456821273,3.500257521245524,1.4031987284998453,0.19913823704393335,Iris-setosa
+73,6.0913803798800625,3.0,4.599806379133622,1.379638107901085,Iris-versicolor
+74,4.803213674409438,3.0,1.4026714418041533,0.10000010781556362,Iris-setosa
+75,7.606238194374393,3.0,6.5489328448783,2.0964640192640127,Iris-virginica
+76,4.5880233513737325,3.3929053061309142,1.392672136066845,0.3298290237622098,Iris-setosa
+77,4.785678139190651,3.0,1.4017268005210222,0.36902664478658737,Iris-setosa
+78,6.307909642892588,2.494608027615715,4.9426105186499845,1.4988579471955281,Iris-versicolor
+79,6.317039463392548,3.4145913938653885,5.596700030941182,2.3950673778836986,Iris-virginica
+80,6.150488378700414,2.563222581201403,5.539327462796115,1.44053416711941,Iris-virginica
+81,5.381614548973663,3.395158855504186,1.7041554743788474,0.19981260833194453,Iris-setosa
+82,4.79293643564675,3.0,1.4000976433980465,0.29702909928044585,Iris-setosa
+83,5.008197288986247,2.0,3.6312849590408405,1.0187742908700053,Iris-versicolor
+84,6.68803635205922,3.2954855345456733,5.6967628410361595,2.4999995511180098,Iris-virginica
+85,6.885881135594724,3.0789257099068466,5.146921978177842,2.2967016454475826,Iris-virginica
+86,4.712022365809253,3.1802100749272997,1.4079976500966866,0.29580198298501936,Iris-setosa
+87,7.2800395897547485,2.908654036585395,6.296814636436464,1.800099902755477,Iris-virginica
+88,6.649677769021701,3.0036820495335532,5.795342207614123,2.2495248034616546,Iris-virginica
+89,6.83561046677592,3.165961493878961,5.772747893093324,2.287377827838555,Iris-virginica
+90,6.1106436738096015,2.8026614277414863,4.727304037094587,1.188363758002569,Iris-versicolor
+91,6.302103825727363,2.5014759730282288,5.08106612621422,1.888915062809508,Iris-virginica
+92,7.671167981131403,2.6129730868924925,6.899998644614351,2.2940080003945313,Iris-virginica
+93,6.323271542630662,2.9182693297892874,5.583990898314841,1.7884613883670684,Iris-virginica
+94,6.09240572442342,2.8190125421261554,4.667632238671031,1.2109956086163685,Iris-versicolor
+95,7.723610831283835,2.6045023535299925,6.9,2.3053074730649756,Iris-virginica
+96,7.71929648083217,2.605464638163368,6.9,2.3169159488511033,Iris-virginica
+97,7.2579353767099954,3.0,6.191162862123074,2.1328613764162556,Iris-virginica
+98,4.901789988196433,2.401482986132867,3.18916473459074,1.005225314693847,Iris-versicolor
+99,7.734449110387988,2.6223402039257553,6.9,2.3019591568662583,Iris-virginica
+100,6.3022584192188695,3.4066390215525866,5.617918981770142,2.3980884425305007,Iris-virginica
+101,6.001774964019445,3.4005979406299534,4.517600437921722,1.5933106380189084,Iris-versicolor
+102,7.595418882485453,3.0,6.572812078684386,2.0967432044402345,Iris-virginica
+103,5.984376579505373,3.403293522562881,4.494565184388203,1.5899476634760845,Iris-versicolor
+104,7.9,3.8130762001052854,6.36429212598707,1.9961616542033362,Iris-virginica
+105,4.806463888395074,3.0,1.4000115073212747,0.30878059148523435,Iris-setosa
+106,7.054602012243737,3.0279072683092982,5.786047619824696,2.1864021220714234,Iris-virginica
+107,5.222383534160858,2.6779362153550337,3.9160850541207073,1.3950950908006012,Iris-versicolor
+108,7.351855584211902,2.8929688553668327,6.342191741194856,1.8219015242821173,Iris-virginica
+109,5.997874936409038,2.922076436369457,4.416722988368758,1.5081456337580124,Iris-versicolor
+110,6.489893607750232,3.0,5.877767240099548,2.225632864450314,Iris-virginica
+111,6.8666918218789155,3.0,5.383540349359301,2.1962675905281843,Iris-virginica
+112,5.638166011908618,2.9470348749138475,3.774719330843516,1.309340871643873,Iris-versicolor
+113,5.722256507331957,2.773336503866831,3.9629916027656584,1.069283795705271,Iris-versicolor
+114,5.777502655515951,2.8468924345998974,4.5365363726979,1.3014881449351112,Iris-versicolor
+115,5.109563487014338,3.499374503183596,1.4001955415318914,0.2994777753502422,Iris-setosa
+116,5.4381608682878255,3.401794595927292,1.8840511665415294,0.20095238126657236,Iris-setosa
+117,7.695486351476979,2.5995715556835766,6.9,2.293612293667845,Iris-virginica
+118,5.988581044680316,2.7039053548094616,5.091102957434806,1.6028310194602216,Iris-versicolor
+119,6.528029222549875,3.0,5.500807799058346,1.8048471786561897,Iris-virginica

iris/tab_ddpm/7_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/7_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/7_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/7_3/14/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.511925140315793,2.4176397241644394,3.737228292988106,0.9966195197099796,Iris-versicolor
+1,6.395893490436515,2.9029808315679495,4.3082259136252885,1.2969681232569574,Iris-versicolor
+2,5.860672539932052,2.7767606498225677,4.586548296305434,1.2462592217480908,Iris-versicolor
+3,4.990194760167806,2.0,3.299404686465609,0.9571951790098985,Iris-versicolor
+4,5.577828380487229,2.8796660800467206,3.482011274419843,1.3022950885087736,Iris-versicolor
+5,4.603916596204444,3.6112516890328976,1.0,0.19967193951798837,Iris-setosa
+6,6.499867555015216,3.0,5.4862031500801125,1.7996250436714065,Iris-virginica
+7,6.128441742237246,2.6027180179711213,5.595679289190995,1.4132361773719266,Iris-virginica
+8,4.870235173142004,3.0,1.3992206652253347,0.19983935428992028,Iris-setosa
+9,5.191102982540848,3.4108562125345148,1.3915183233164932,0.20180539052802063,Iris-setosa
+10,5.696167104915058,2.774694033627682,4.505692947672912,1.2947244865656136,Iris-versicolor
+11,6.79212327256353,3.0,5.519546002423997,2.053385162452881,Iris-virginica
+12,5.6804088520926,2.9104498159333425,4.136228168071023,1.278275635143488,Iris-versicolor
+13,4.900086642760358,3.1103721438513596,1.4996860286738571,0.10000010033560326,Iris-setosa
+14,5.009155135412398,2.000000664196717,3.553902560216402,0.9278500398014353,Iris-versicolor
+15,4.4,2.8933074444796634,1.400522610441187,0.18921767002462964,Iris-setosa
+16,7.3198907873578065,2.9059589550459863,6.293504122799394,1.7880262479217783,Iris-virginica
+17,5.597859455619186,3.0,4.059367906832969,1.293539840920872,Iris-versicolor
+18,6.885029144935298,3.1131611601028277,5.074169503065886,2.2821917748943807,Iris-virginica
+19,7.120874337372195,3.0,6.0236829678984725,2.0973472484657827,Iris-virginica
+20,6.702726711438756,3.30173315187492,5.701254559514661,2.097008938351544,Iris-virginica
+21,4.895316934349767,2.386718317240655,3.1550865232286656,0.9902007692021733,Iris-versicolor
+22,6.049268209942321,2.7826098141255375,4.676752830766093,1.2038279611734894,Iris-versicolor
+23,6.741683930250664,3.112224270736083,4.727142151833539,1.5033979262807482,Iris-versicolor
+24,5.380686251281936,3.4108949851658426,1.5236727490187056,0.41092296466974926,Iris-setosa
+25,6.285364430662971,2.310005469091815,4.4143340795881265,1.2952181045911042,Iris-versicolor
+26,6.702718357036067,3.294995872350245,5.686827858794276,2.1013865145937793,Iris-virginica
+27,5.982374903037888,2.7149683301331353,5.0997492905024036,1.5921796477149,Iris-versicolor
+28,6.800188449589249,3.1942240072631964,5.9016889525379055,2.2876808055479256,Iris-virginica
+29,6.10744719362901,2.8101943100812328,4.724463882458392,1.1975905060610224,Iris-versicolor
+30,5.977837643655752,2.844828897895266,4.64798469838682,1.513170726007249,Iris-versicolor
+31,6.678487689276604,2.5029040480829843,5.7817594859520725,1.802808935590646,Iris-virginica
+32,6.291971096852033,2.4979943022425446,5.011087827603452,1.8809543087642047,Iris-virginica
+33,6.375421033753321,2.930450361495337,5.526465642247862,1.7995293889122108,Iris-virginica
+34,4.808205108022081,3.0,1.389835492105487,0.29215911806210304,Iris-setosa
+35,6.307799405163803,2.2878542053595217,4.399235610516235,1.3029279194015375,Iris-versicolor
+36,6.307996484168701,3.299652617723823,4.686399055168297,1.5961625024749693,Iris-versicolor
+37,6.800466240294395,2.8032872088384764,4.8000771690900095,1.4180609457179731,Iris-versicolor
+38,6.841144980284424,3.204902876045072,5.771672362665693,2.299442886522651,Iris-virginica
+39,6.81003905910367,3.1032684022355648,5.115907555114945,2.320143710466143,Iris-virginica
+40,4.851109513493343,3.0,1.4034234390274192,0.2995846131674768,Iris-setosa
+41,6.482742699197227,3.0,5.544169705261899,1.7900968173407599,Iris-virginica
+42,5.127300236528743,3.7568391897775153,1.7752858840760535,0.2000329685549697,Iris-setosa
+43,6.656183189553559,2.4900406543765907,5.787716381584375,1.7933813310819666,Iris-virginica
+44,5.676595537360022,3.795899454748575,1.7029246970029313,0.30245611519560667,Iris-setosa
+45,5.505494409955666,2.578939137356226,4.367574856613568,1.163212277331714,Iris-versicolor
+46,5.522127968421842,2.6001215881537636,4.405888034192183,1.195395816197637,Iris-versicolor
+47,7.115017293147891,3.0,5.880027486471253,2.085345518661682,Iris-virginica
+48,6.876209347153926,3.0984627293649782,5.140216621734022,2.2898903878832217,Iris-virginica
+49,4.996485428195611,2.0000005984646565,3.470689384982039,1.0232450239738018,Iris-versicolor
+50,5.006581323575782,3.5728982967059153,1.3932859355055105,0.1993997366062107,Iris-setosa
+51,4.632283317806704,3.4383030428043724,1.4042367894377552,0.2961459864524092,Iris-setosa
+52,4.959837577432843,2.432129541140655,3.4425497080111525,1.012236856437217,Iris-versicolor
+53,5.9462612422851695,2.749348850930567,4.203889891639704,1.0502202923653192,Iris-versicolor
+54,5.0009915359779304,3.6446274539430714,1.4017216040506464,0.19801905455225083,Iris-setosa
+55,5.0843501208516155,3.8009586433945177,1.7391639731656894,0.20048220526658975,Iris-setosa
+56,5.814138981399284,2.7317511555261436,4.259313204807931,1.038121929993435,Iris-versicolor
+57,7.7012352738417444,2.798111281172596,6.707464890898027,2.016710997690095,Iris-virginica
+58,5.162134426688895,3.40277716731389,1.4010795568999663,0.19911225483728812,Iris-setosa
+59,5.352990097332804,3.4032737618079825,1.5852947216155224,0.3830914930517857,Iris-setosa
+60,7.232354755749007,2.8845817670961797,6.253305041670483,1.7734693578343919,Iris-virginica
+61,5.926221091535188,3.0,5.107317720619908,1.8116514968432567,Iris-virginica
+62,6.62720503096527,3.0,4.493616733166831,1.428536646151792,Iris-versicolor
+63,5.577977457273431,3.0,4.4467518204827545,1.4952683401366467,Iris-versicolor
+64,6.027267907120717,3.3998840355967634,4.492499909291157,1.6176124873954056,Iris-versicolor
+65,5.606589517735708,2.555302632458933,4.209861462821544,1.1202261616481317,Iris-versicolor
+66,6.707421887292101,2.550638894506087,5.79554539380311,1.7918816642363018,Iris-virginica
+67,6.812571255857341,3.202513994413621,5.726084251659235,2.2437832311793517,Iris-virginica
+68,5.559348676098974,2.4854368042104125,3.8396662108328132,1.0980823463437137,Iris-versicolor
+69,5.724092204858817,2.794424914548096,4.480421630460826,1.303812606050946,Iris-versicolor
+70,7.696441291572758,2.59624798409978,6.899998843442836,2.2969449969866367,Iris-virginica
+71,5.5272415690264145,2.4143178130531506,3.75387247607218,1.038500162193755,Iris-versicolor
+72,4.987689414383072,2.0,3.465262741547434,1.0289295864123797,Iris-versicolor
+73,6.019773010971723,2.960135682018675,4.615998676482837,1.3612538574823807,Iris-versicolor
+74,7.729493240037893,2.5912750062703305,6.899998901560083,2.3198245456947846,Iris-virginica
+75,4.952091243920821,2.4264814995784247,2.9878572900793747,1.040517242631559,Iris-versicolor
+76,4.486971575992268,2.2555721156968045,1.3255256253601944,0.28717914648260157,Iris-setosa
+77,5.010365370505213,3.5731857936424176,1.3984553429651359,0.20185743912954757,Iris-setosa
+78,4.4,2.903038214591534,1.4005036077948532,0.19623584119060045,Iris-setosa
+79,6.824005844527632,3.1924549416758,5.775083448493074,2.294698556920409,Iris-virginica
+80,5.104955125957522,3.8128218857549507,1.6151098784489821,0.20576355035680227,Iris-setosa
+81,4.587887431042387,3.603600226802019,1.0,0.20512152644944642,Iris-setosa
+82,5.612908158296478,2.889538847180557,3.6695620126436626,1.3008285979195409,Iris-versicolor
+83,5.9479312397297655,3.0,5.108237729456601,1.7984924179571848,Iris-virginica
+84,5.122112640457104,3.790756135488254,1.721935383951427,0.20464666103907114,Iris-setosa
+85,5.935925701154616,3.109133386732367,4.328319301432901,1.5292929733497953,Iris-versicolor
+86,6.051479957759642,2.6396020511574823,4.991363296949376,1.547644898822708,Iris-versicolor
+87,4.851418725760074,3.0,1.4007757184140557,0.1,Iris-setosa
+88,4.4,2.893715422879291,1.4052226811848036,0.20440386723149684,Iris-setosa
+89,5.9020225581895485,3.0,4.1949625844518454,1.51290129559262,Iris-versicolor
+90,6.013345821676971,2.195888759149827,4.920093246194586,1.5046661875035479,Iris-virginica
+91,6.24478735845904,3.4047713290399333,5.597374223905408,2.39572093178681,Iris-virginica
+92,5.529366865518306,2.5642861223396456,4.234916100390933,1.179431785210254,Iris-versicolor
+93,4.590301511681896,3.6093656219034433,1.0,0.19521982896834672,Iris-setosa
+94,6.0039980123962895,3.0,4.434910679239755,1.4723522195519037,Iris-versicolor
+95,5.029627021664232,3.41244950102504,1.9020636404289784,0.39260155426895754,Iris-setosa
+96,6.230664160531095,2.180509743802655,4.528134011755987,1.4951956013821144,Iris-versicolor
+97,5.925892417638255,3.0,5.10520115078171,1.8068181025126502,Iris-virginica
+98,6.011488059685171,2.788860903808268,4.711928391084235,1.2252284642397082,Iris-versicolor
+99,7.310876427725005,2.8925114735729256,6.297028416035121,1.785495395552084,Iris-virginica
+100,4.906045667780269,3.1170381259073183,1.6030937924455777,0.1,Iris-setosa
+101,5.125698621779219,3.705858405948512,1.6111355166720902,0.38876155748133584,Iris-setosa
+102,5.188794068360135,3.385740031749942,1.4015921138459688,0.1956465678301606,Iris-setosa
+103,5.748802645450271,3.0,4.396534588350644,1.4861217455696922,Iris-versicolor
+104,6.500691260901963,3.193623309118619,5.10256795993308,2.00155454413967,Iris-virginica
+105,6.786806802580367,3.0,5.492714919129176,2.1067289822193476,Iris-virginica
+106,4.400000479770369,2.886890682641071,1.366022709098911,0.19954306561783813,Iris-setosa
+107,4.997416390434746,3.6128129998107377,1.399502631521266,0.1988942448559644,Iris-setosa
+108,5.2249750638298025,2.6827790524228274,3.903816896781963,1.3943118706905793,Iris-versicolor
+109,5.999340158989368,3.379724775099395,4.504483676079316,1.5989191921630668,Iris-versicolor
+110,5.761773589510229,2.8546992227810737,4.0236777810977955,1.2105904328603165,Iris-versicolor
+111,7.326192398077241,2.891650953727462,6.413417464899161,1.8392141036502248,Iris-virginica
+112,6.8586217160780185,3.0,5.553763171982979,2.095962762196987,Iris-virginica
+113,4.768307976028261,3.40667478896913,1.489587016341855,0.21433014278397142,Iris-setosa
+114,5.005076992214171,3.5973472921337484,1.395771199851333,0.20351141582636653,Iris-setosa
+115,5.031522077857424,2.527888324272119,3.447773145686867,1.2300727577760464,Iris-versicolor
+116,4.66242971461091,3.402943533538129,1.4144697935245696,0.29944709877018677,Iris-setosa
+117,4.975845247636078,3.5928312292499798,1.3818027603788563,0.20218331772233405,Iris-setosa
+118,7.708717196425497,2.5908145286752706,6.8999987460183,2.3111562155175536,Iris-virginica
+119,6.807697153555561,3.0560344173234313,5.150390458413376,2.2881198330402386,Iris-virginica

iris/tab_ddpm/7_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/7_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/7_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/7_3/15/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.675713494046935,2.768671993132887,4.4958746117401756,1.2867342618613606,Iris-versicolor
+1,5.745295102897967,2.831171980922222,4.188398418355379,1.246347454334808,Iris-versicolor
+2,5.74606369452456,2.85104358496515,4.447849436788841,1.308946936650706,Iris-versicolor
+3,5.007232542716817,2.0,3.5721283805096076,0.9258187052082685,Iris-versicolor
+4,4.799657460763413,3.0,1.3831252667028735,0.1,Iris-setosa
+5,5.5507955419040975,2.661248961936176,4.452903342084662,1.255890290876777,Iris-versicolor
+6,5.934859950243202,2.957058918137752,4.465425488043465,1.501375280534503,Iris-versicolor
+7,6.165360628839975,2.1987220343271705,4.4887540877198315,1.5028920422408265,Iris-versicolor
+8,7.700210773973048,2.602031725277029,6.8999989823787065,2.288215492166502,Iris-virginica
+9,7.697603161515397,2.597970156418437,6.9,2.3022165922620283,Iris-virginica
+10,5.648538404078974,3.0,4.509792907317903,1.5089975225281278,Iris-versicolor
+11,7.682857220922686,2.5980934658646997,6.899998702060911,2.2905480224859045,Iris-virginica
+12,4.890113331614477,3.09904897026597,1.4941070628333672,0.1,Iris-setosa
+13,6.805671661247548,3.1993023735677113,5.835399296325204,2.2773882191209673,Iris-virginica
+14,7.9,3.7959585491613055,6.459371562933308,1.9999845416971742,Iris-virginica
+15,5.004225069180999,3.6166287251377636,1.3807653138505427,0.20144759980127086,Iris-setosa
+16,4.992381775273137,2.0,3.463804128626138,0.9101568266193658,Iris-versicolor
+17,5.619196673574774,2.87532975851172,3.557668986258594,1.300379407971834,Iris-versicolor
+18,6.152433029991289,2.601117908972757,5.604888861016944,1.4080700040201508,Iris-virginica
+19,4.818612399230881,3.0,1.4018063238970009,0.1000000901368732,Iris-setosa
+20,5.621579192167966,3.789895625096329,1.8484967306818263,0.37735793297093845,Iris-setosa
+21,5.989047893862076,2.7009729284698993,5.0897470056573235,1.5924014044740316,Iris-versicolor
+22,6.317242833688126,2.3107597906219746,4.3758829676249,1.3020625266788726,Iris-versicolor
+23,6.706672239018183,3.0912882339878682,4.70754672719895,1.5058001645933878,Iris-versicolor
+24,5.8285281692197906,2.6552960484925765,5.120402705495556,1.877061297222048,Iris-virginica
+25,5.534207179960175,2.417268882710636,3.694382437586673,1.0535501470097597,Iris-versicolor
+26,4.77991650564114,3.400120259026057,1.608879180102078,0.19540987035330804,Iris-setosa
+27,5.620057688110158,3.0,4.525893019906572,1.493780808294341,Iris-versicolor
+28,6.895207488855232,3.0967296951623324,5.573571358056536,2.264578423815353,Iris-virginica
+29,5.559369895208286,3.0,4.444528315665648,1.5071319764382618,Iris-versicolor
+30,6.795596685494897,2.8084536477052016,4.79700484503864,1.3961399416408298,Iris-versicolor
+31,4.50502150539516,2.3053786822201934,1.3143906678359636,0.3316383037391061,Iris-setosa
+32,5.1045484090859725,3.812397743825422,1.4962708564239457,0.20082759831736813,Iris-setosa
+33,4.895349124741932,3.1006386689371994,1.4924055571860242,0.1000001353055971,Iris-setosa
+34,6.704295785304921,2.4845294465550816,5.795943331708861,1.8164081780706258,Iris-virginica
+35,4.59619295083499,3.604268966080869,1.0000004661518782,0.1968414340101727,Iris-setosa
+36,5.098460923636664,3.501503596894434,1.3874263196200431,0.19880294212125377,Iris-setosa
+37,7.269452609284438,3.0,6.205567973858772,2.074506748270997,Iris-virginica
+38,5.180346537979042,2.688671290425006,3.929301731858938,1.4147247055476921,Iris-versicolor
+39,7.264890297803205,2.90087999740352,6.241186675408665,1.7977967744032735,Iris-virginica
+40,4.901824462256025,3.0,1.390786445556114,0.2018162051544256,Iris-setosa
+41,4.8894172401152485,2.389820962138638,3.5253869813668515,1.0127357472225658,Iris-versicolor
+42,6.091922009012886,3.123017215701659,4.616436739893016,1.4862186563965964,Iris-versicolor
+43,7.712039752820211,2.6139097512474425,6.899998960115378,2.306915818619556,Iris-virginica
+44,6.705397712581249,2.5105274481504645,5.87280740941808,1.8108803720452014,Iris-virginica
+45,6.865944906846423,3.176933544336378,5.665246171979781,2.300818435498549,Iris-virginica
+46,6.366358101558167,2.8728744166738562,4.287861132828155,1.284783350346439,Iris-versicolor
+47,6.2972913657639555,3.4009590570035,5.6138843741692295,2.4030669344455284,Iris-virginica
+48,6.095471858366152,3.0,4.527379476741674,1.429005712283794,Iris-versicolor
+49,4.988089177137558,2.0,3.5090688954575744,0.9272139315233936,Iris-versicolor
+50,7.690480091915871,2.6148755433055717,6.9,2.2979461408604225,Iris-virginica
+51,4.9350376541430485,2.4209527520353973,3.4339242090510678,1.05396929426039,Iris-versicolor
+52,5.2215755016299115,3.4057603534949497,1.3966297707449613,0.20026734720891753,Iris-setosa
+53,7.706379590100835,2.6017741174172064,6.9,2.3011475018391696,Iris-virginica
+54,5.378903250325956,3.9,1.2783842595650055,0.3939994811640818,Iris-setosa
+55,4.6376685403295905,3.405080567828425,1.4014774908577639,0.29920909814709623,Iris-setosa
+56,6.445961113540235,3.0,4.523183598681346,1.4173803786310202,Iris-versicolor
+57,5.398520743108474,3.427681106804975,1.7116899080463883,0.19942957388322863,Iris-setosa
+58,6.161845597829868,2.2193050228445763,4.522835415929383,1.496271714949075,Iris-versicolor
+59,6.8744336195256555,3.1428364314601858,5.483051006898587,2.302677244609601,Iris-virginica
+60,6.182010136664547,2.206340709552287,4.496911082755107,1.499737533037266,Iris-versicolor
+61,4.902066199192702,3.0998341159083664,1.5432735150319916,0.10000010076842783,Iris-setosa
+62,6.426194123235078,3.0,5.515177163622916,1.7982859343530424,Iris-virginica
+63,6.830277600979634,3.182571628512673,5.769048859906639,2.297764220003569,Iris-virginica
+64,6.063635361353611,2.550874857957183,5.479458804135205,1.5317323571347223,Iris-virginica
+65,5.838018424234277,2.7709846419220883,5.085199796310173,1.8695286599440841,Iris-virginica
+66,7.634759305085954,3.0,6.625448620286886,2.0905168877455256,Iris-virginica
+67,6.053751325703509,3.0,5.092309855692751,1.8404642555496975,Iris-virginica
+68,5.428067221750484,3.3890579127084695,1.7900343470864613,0.19738635090525375,Iris-setosa
+69,5.897986239726223,3.0,4.2172771672657525,1.4982774168829744,Iris-versicolor
+70,6.070920770477798,3.0,4.542503931857881,1.392910949312363,Iris-versicolor
+71,6.024288035183265,2.6914067171463376,5.15731923344088,1.599978163839493,Iris-versicolor
+72,6.833503623885447,3.2058375655344467,5.784125531308923,2.284873384692349,Iris-virginica
+73,6.168152148965215,2.194813188521563,4.481469320444981,1.4971400841942604,Iris-versicolor
+74,7.7022409611224285,2.6063147278038334,6.899998480641267,2.3036469220281113,Iris-virginica
+75,6.718169409574685,3.3097674751110517,5.691199734155196,2.4999996329183745,Iris-virginica
+76,4.4,3.2290650021728244,1.2955885509429517,0.2074624752416274,Iris-setosa
+77,5.883548075947556,3.0,4.262514435920028,1.4997992325178364,Iris-versicolor
+78,7.534248062619094,2.8255268683078905,6.563050520689229,1.9516911025935102,Iris-virginica
+79,6.683041483774849,3.065111757002281,4.614881686851347,1.491490517168684,Iris-versicolor
+80,6.623416299289475,3.0,4.437374873615819,1.4146913432743167,Iris-versicolor
+81,6.703618619521741,2.485555062476673,5.811901030061514,1.80049141052092,Iris-virginica
+82,6.789815069235769,3.0,5.45073621743761,2.1101548284178073,Iris-virginica
+83,6.2086913845495015,2.1842635791589897,4.46558040665977,1.5007283559195368,Iris-versicolor
+84,5.595493998746064,3.0,4.504301281132469,1.4885997436563725,Iris-versicolor
+85,6.3334568873787065,3.3890173485006665,5.608422472920143,2.3849807479611655,Iris-virginica
+86,6.705777395419973,3.292891967412645,5.698098780713477,2.1094567582503916,Iris-virginica
+87,5.373105766979068,3.89999954212031,1.2732594316085106,0.38070226980632077,Iris-setosa
+88,7.332489319939552,2.903187631153475,6.322859576178927,1.805045577086036,Iris-virginica
+89,6.007336583660677,2.6924686198599144,5.120559167937634,1.5986626864901892,Iris-versicolor
+90,6.696667281637282,3.100619288567053,4.681073344395059,1.498700049478743,Iris-versicolor
+91,6.5109747418735555,3.0,5.798151754643366,2.1780957133394647,Iris-virginica
+92,5.730601347608527,3.8011881705798145,1.6773925366894786,0.3110792693613261,Iris-setosa
+93,6.485612668457508,3.1198180555534547,5.18377446901023,1.9636781950914477,Iris-virginica
+94,4.603222347616862,3.626993456215226,1.0000005219680175,0.2019176663729114,Iris-setosa
+95,5.4069054929099645,3.899999638222369,1.3134953917865357,0.3531648686149607,Iris-setosa
+96,5.032641768866047,3.549517462933264,1.3943574407807569,0.20533948659054982,Iris-setosa
+97,6.195703484736899,2.2445613895318886,4.508479815809361,1.4890594096031637,Iris-versicolor
+98,5.40795821281144,3.9,1.2963201465870333,0.4286091967384225,Iris-setosa
+99,4.613172127956915,3.373399244953069,1.4070714532144661,0.3079083223272675,Iris-setosa
+100,6.825326175714761,3.0,5.521077501998034,2.0887362472551567,Iris-virginica
+101,5.690223831536379,2.865151373212078,3.9160607085791277,1.272653154929656,Iris-versicolor
+102,6.254056909865766,2.2244224051746344,4.559579479466323,1.4920128115880007,Iris-versicolor
+103,5.633932197744956,2.9972913134235952,4.445765273326187,1.4684536432576254,Iris-versicolor
+104,5.4104806186537004,3.899999607575027,1.2965279051167333,0.3474385667196603,Iris-setosa
+105,6.006525902823824,2.7021472438707175,5.144307581281465,1.6137981382724864,Iris-versicolor
+106,6.800545217678981,3.184660321347886,5.799024920738754,2.30088993496163,Iris-virginica
+107,4.5855262957903005,3.6340113760369537,1.0,0.203598296213965,Iris-setosa
+108,6.287656398952433,2.3186969618561077,4.406199321910279,1.3072474406354566,Iris-versicolor
+109,6.8316037388603235,3.193724583085636,5.7476647225136395,2.299446233576485,Iris-virginica
+110,6.358250346529961,2.8454768618137325,4.272785774470906,1.25367552319452,Iris-versicolor
+111,6.296131702746424,3.4019920384964073,5.591761186475767,2.39593920361847,Iris-virginica
+112,6.2797495893012725,2.4509797786306398,4.87193519798083,1.51040055376202,Iris-versicolor
+113,6.1330373913651846,3.3700221823203207,4.600955196482879,1.6093247583760468,Iris-versicolor
+114,5.530715613769084,2.55279418842185,4.340490645059322,1.1145600099353719,Iris-versicolor
+115,5.468421083840374,2.3627299867073166,3.6277468426948136,0.9183317364104662,Iris-versicolor
+116,6.852234747860903,3.0,5.381466575430419,2.202074301752063,Iris-virginica
+117,6.0978924396124,2.591644560663915,5.614271229188543,1.397818458059764,Iris-virginica
+118,5.05513386300814,3.4076475593790394,1.619068293077502,0.4666302953163499,Iris-setosa
+119,4.501611177634184,2.3199481341533086,1.3168290062290768,0.3045949406758129,Iris-setosa

iris/tab_ddpm/7_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/7_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/7_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/7_3/16/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.890294341243469,3.0,1.3864374595141418,0.19447045147931324,Iris-setosa
+1,5.611316885442531,3.0,4.482737641017941,1.5101291935440773,Iris-versicolor
+2,6.839724161105787,3.208599745670034,5.777564127234292,2.3020757712293287,Iris-virginica
+3,5.938061063526742,3.0,4.22139465326997,1.4871564506099508,Iris-versicolor
+4,6.673764601079919,3.2518138168212842,5.700248393981826,2.4999995096803764,Iris-virginica
+5,6.083265369093476,2.601841407676379,5.606656262128226,1.405208690006796,Iris-virginica
+6,6.6783214267385205,3.1025877098530588,4.717351524911117,1.4984320131979432,Iris-versicolor
+7,6.147204965072887,2.261213886260337,4.357451779654604,1.285827331062321,Iris-versicolor
+8,4.60326270109668,3.406820408904031,1.3985760888271357,0.3866328687849115,Iris-setosa
+9,5.406390802436688,3.394985332762643,1.4993476273808954,0.204143122791608,Iris-setosa
+10,4.939027976059594,2.424075966797749,3.051044074742775,1.0010616094120657,Iris-versicolor
+11,5.810631490991271,2.6999255448634014,5.10777159730637,1.8871761359096877,Iris-virginica
+12,5.818629988166123,2.7359084601847026,5.040773403425577,1.9031058301724595,Iris-virginica
+13,5.616312718326222,3.0,4.472137146507629,1.4896066958568892,Iris-versicolor
+14,4.921086629607194,2.4009585333212358,3.254661300061384,0.9654509542356005,Iris-versicolor
+15,4.840608325426907,3.399917182493938,1.5760331462405421,0.199309748772581,Iris-setosa
+16,5.622126873728828,2.901107978845031,3.6132346356940284,1.281851702393967,Iris-versicolor
+17,6.44286684292186,3.0,5.537123917893425,1.7724290035763537,Iris-virginica
+18,5.774059715786691,2.733488123556214,4.1477182021009185,1.0715053299505628,Iris-versicolor
+19,4.4,3.0578271612821015,1.3162814958926592,0.1948219938976436,Iris-setosa
+20,6.201095275914735,2.203127303405493,4.458954464638239,1.4994838233101397,Iris-versicolor
+21,4.935205871999089,2.423614955106368,3.392564008204021,1.0110474411497357,Iris-versicolor
+22,5.174487062414812,3.397156351543763,1.4990901395848857,0.4235398550046808,Iris-setosa
+23,6.297855639392742,2.9020316984704455,5.6072206963935125,1.7944552219550771,Iris-virginica
+24,5.3183240957125015,3.717347687656663,1.4979941122854359,0.2025788314423818,Iris-setosa
+25,6.020867404287683,2.731630007533779,4.877620228381375,1.561303747863823,Iris-versicolor
+26,5.002483612516475,3.621542456286718,1.403841350501714,0.19886261747551476,Iris-setosa
+27,6.43185205079133,2.9158586376656417,4.2949401802157015,1.30329801927566,Iris-versicolor
+28,5.458893900475992,3.8999995730399464,1.291706117135072,0.29706091295544423,Iris-setosa
+29,7.899998918709731,3.7873051545910226,6.420165819945408,2.0103766954507574,Iris-virginica
+30,5.980172399346921,3.0,5.117095737187978,1.8391980178075584,Iris-virginica
+31,5.093010599310701,3.7914315065822053,1.6665154642133984,0.20901699557267078,Iris-setosa
+32,4.4,2.916437999392265,1.3846258855222433,0.20108101832593228,Iris-setosa
+33,6.7907895619424785,3.1954730903006343,5.821998938599213,2.2826104933930815,Iris-virginica
+34,6.446063946761023,3.0,5.432140298556153,1.7889549638171198,Iris-virginica
+35,5.490376067642061,2.6001845280165434,4.386636640894223,1.189725414612624,Iris-versicolor
+36,6.272444064203135,2.906754732634068,5.563521292065534,1.7441094264382486,Iris-virginica
+37,4.58804562592554,3.601317721178109,1.0,0.1991051629163556,Iris-setosa
+38,4.775336487935454,3.0,1.3764088086002761,0.10000009075423613,Iris-setosa
+39,5.12345777920817,2.455890398011173,3.352387073640285,1.125517180352476,Iris-versicolor
+40,5.1422847581527815,2.5024139441487807,3.231095791310774,1.1251541387910695,Iris-versicolor
+41,5.6234665859038335,2.897487053474625,3.719365364327908,1.3039506658712523,Iris-versicolor
+42,6.50411482341918,3.0,5.785702751103412,2.1968180182594006,Iris-virginica
+43,6.311088441021227,3.387890009523777,5.59849662229077,2.3958524365002765,Iris-virginica
+44,7.9,3.7766658603169785,6.427245675510541,2.0292700518209648,Iris-virginica
+45,6.09616126259314,3.0,4.595452488383446,1.4153490453233732,Iris-versicolor
+46,7.899998817335445,3.799684055030066,6.4753328858168775,1.9922240275134886,Iris-virginica
+47,4.635151812562917,3.40674946670295,1.4089132033506953,0.30837212410609754,Iris-setosa
+48,5.538800360676423,2.4356267203139947,3.794681415105826,1.0500879324581809,Iris-versicolor
+49,5.410769876583248,3.3866922079173762,1.5331489286115385,0.4187629880566046,Iris-setosa
+50,7.66277570819717,2.819393349003407,6.684782766232944,1.9741630255830502,Iris-virginica
+51,5.925775132484206,2.647268970718239,5.057776406102934,1.877710228521755,Iris-virginica
+52,4.8129634928190494,3.3979240463803153,1.4982824383960176,0.1985675523002866,Iris-setosa
+53,7.239376693803799,2.9236277604493264,6.24070012436977,1.8175562192550356,Iris-virginica
+54,5.581228645866856,2.5116370975653046,3.895814358835584,1.088706998968253,Iris-versicolor
+55,6.591830731893272,3.1482297756084727,4.750143120675647,1.5259713562151056,Iris-versicolor
+56,6.083330052661421,2.797987458928765,4.6699450602619645,1.2297617328317632,Iris-versicolor
+57,5.981373300392519,3.409775075755799,4.52725313122567,1.5779041166683008,Iris-versicolor
+58,7.6175132490487725,3.0,6.601271400691283,2.0955813994068384,Iris-virginica
+59,5.874894989604881,3.0,5.128423165732012,1.8048450856359393,Iris-virginica
+60,6.802613793984707,3.0,5.531424856277162,2.084223164349438,Iris-virginica
+61,5.4726511226690935,2.4142596688733566,3.6990558083228664,1.0053404542705555,Iris-versicolor
+62,6.497813608178259,3.0090725304960957,5.31140326241045,1.8605433639677265,Iris-virginica
+63,6.274839389831345,2.9025488598003317,5.5938733202555815,1.7807197642216308,Iris-virginica
+64,6.494453254239664,3.177587341773856,5.07957043356249,2.0196761002339514,Iris-virginica
+65,6.280404378919334,2.2907181262673744,4.419587725549987,1.277393011872144,Iris-versicolor
+66,5.102179215281845,3.4958388980252892,1.3983390994546898,0.19912322429272222,Iris-setosa
+67,6.265228154824773,3.3015578413764506,4.677669060783229,1.5630123632249926,Iris-versicolor
+68,6.514293211828071,3.140811856020854,5.127088574307069,1.9361714030011323,Iris-virginica
+69,7.254803063320333,2.8954497977243645,6.282046188961824,1.776338720988753,Iris-virginica
+70,4.821167221797718,3.400944040265603,1.4957082560601112,0.20743991546046311,Iris-setosa
+71,6.194295453736925,3.415113968576589,5.61948209953055,2.4010116495175176,Iris-virginica
+72,5.106441810274502,3.7943812202856235,1.7705566453615933,0.19939694640374653,Iris-setosa
+73,5.523692515725401,2.4712571279044795,3.739018958551687,1.0673748681249804,Iris-versicolor
+74,5.577276614309112,2.479523500885392,3.9164293585888754,1.108503469348191,Iris-versicolor
+75,5.3136670256494645,3.6879690100908227,1.5366231421931047,0.20201466693809622,Iris-setosa
+76,6.939281835844958,3.1790672692641984,5.889160959530407,2.2907180085401655,Iris-virginica
+77,5.344692813931477,3.688803135737504,1.5219395726229399,0.20408474422624298,Iris-setosa
+78,6.926851499432056,3.104633022093096,5.732363033218711,2.232942446684675,Iris-virginica
+79,5.907023174559056,3.0,5.038237645256325,1.7530922998119554,Iris-virginica
+80,4.9143338107287,2.4179267644398736,3.2434442506858057,1.00849121800336,Iris-versicolor
+81,6.770833405717515,2.817382157109605,4.769430096928967,1.4149567468526956,Iris-versicolor
+82,7.9,3.814590851044608,6.344792872958839,2.000246341154501,Iris-virginica
+83,5.171076136305339,3.370504787868717,1.4007223028597329,0.20057204140584906,Iris-setosa
+84,5.240894078555073,3.715969998511765,1.4911585633229583,0.40055288329268246,Iris-setosa
+85,6.0731466109795695,2.7951037974921986,4.680369848771611,1.1872043214410004,Iris-versicolor
+86,5.752385674923217,2.8450409774310392,4.5031474196563,1.3007292053054256,Iris-versicolor
+87,5.421690013492012,3.403694459451682,1.6351911299736122,0.4154953867628453,Iris-setosa
+88,5.889590923872126,3.0,5.125501530499448,1.8352358194253298,Iris-virginica
+89,4.628670504746413,3.5661186611152234,1.0000003761761722,0.20466342869535384,Iris-setosa
+90,6.643758016999239,3.0,4.468739875861514,1.4225615279593606,Iris-versicolor
+91,4.780984837491578,3.0,1.3856133141951783,0.30352827727767207,Iris-setosa
+92,5.385319291989708,3.9,1.3019207316886499,0.34387014890371226,Iris-setosa
+93,5.650458484751597,2.952016847679466,4.175045359013599,1.2886513826148502,Iris-versicolor
+94,6.82287364205676,3.1934065971440746,5.891705203192131,2.3022227029410587,Iris-virginica
+95,5.983813917493526,3.4107397948725193,4.524110278532201,1.63820614386088,Iris-versicolor
+96,7.26483248034799,2.8753307576805955,6.248924108774096,1.7831654393994483,Iris-virginica
+97,5.7086666992341,2.8039087204840842,4.301740652376091,1.2607141143042793,Iris-versicolor
+98,5.602932507608902,2.470724735591569,3.8686479991835214,1.0002942508694588,Iris-versicolor
+99,4.81701841393778,3.4082145094496763,1.5328026177893421,0.1996226226523768,Iris-setosa
+100,5.824565255711827,2.686371137397261,5.098874425697015,1.891001547166905,Iris-virginica
+101,5.556667444563291,2.5626487741657504,4.283102779103184,1.1434496044422908,Iris-versicolor
+102,6.282784237737502,2.2877235250852532,4.407739680317386,1.2738854773575934,Iris-versicolor
+103,5.389731199386952,3.400644213154166,1.722292682105597,0.19854045144572263,Iris-setosa
+104,4.913708256058429,3.1081994481328885,1.4923417501063674,0.1,Iris-setosa
+105,6.699575582166891,3.1032696703307807,4.667732828551065,1.4930913462806275,Iris-versicolor
+106,6.075990185655388,2.8101377578817437,4.676517130888522,1.153969776492418,Iris-versicolor
+107,5.91510126681004,3.0,4.2077617517764025,1.4850341470741875,Iris-versicolor
+108,6.5891948020442515,3.0,4.383316384958308,1.3911348201373732,Iris-versicolor
+109,6.111158452194628,2.798196545188493,4.710669474430993,1.2131647408569741,Iris-versicolor
+110,6.281000407061375,2.8919785717022055,5.606796041363826,1.8101877303193992,Iris-virginica
+111,5.5791121494027855,2.7238922793713245,4.467343903620664,1.2826830886073703,Iris-versicolor
+112,7.688514422948866,2.6028336942707453,6.9,2.2974605964316757,Iris-virginica
+113,6.254202769006441,3.407390471777869,5.617035269711653,2.4037828872531186,Iris-virginica
+114,4.4,2.874736938051344,1.4023294174841268,0.19425778813743808,Iris-setosa
+115,5.109416763999963,3.683881151054683,1.652195119278813,0.41858028272013864,Iris-setosa
+116,5.2079331778134685,2.6895750897130166,3.931708239853876,1.3969086965611928,Iris-versicolor
+117,6.833289769925406,3.200466411284261,5.8137760726513195,2.2981682030977226,Iris-virginica
+118,5.180408819541095,2.7078952586551104,3.8323014611229733,1.3963832953442792,Iris-versicolor
+119,6.398913564574378,3.0,4.394931577346833,1.3741652622477087,Iris-versicolor

iris/tab_ddpm/7_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/7_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/7_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/7_3/17/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.046703652913619,2.4924384146358607,3.15978510634797,1.0901422543992683,Iris-versicolor
+1,6.651688057343771,3.0662189771267974,4.680838486126034,1.4666626603043427,Iris-versicolor
+2,5.242511842932631,3.4318162549609927,1.4960340341744924,0.3782433587465735,Iris-setosa
+3,5.308552266092244,3.6772839619416424,1.4945395526660314,0.20404117065978672,Iris-setosa
+4,6.860448589818933,3.203915786783943,5.741746711663392,2.305447936838994,Iris-virginica
+5,4.593879192551891,3.6039207270972318,1.0000005438973425,0.19865379688715673,Iris-setosa
+6,5.377882263402356,2.4579987433588584,3.5158024949460676,1.0471982831482423,Iris-versicolor
+7,6.258361791531984,2.9074646869380127,5.593370106111502,1.8076889873924777,Iris-virginica
+8,5.000742404508576,3.390228957417286,1.59482468348037,0.3849521742654884,Iris-setosa
+9,7.286669947144744,2.8883416489326343,6.277158258068226,1.790975227204982,Iris-virginica
+10,6.113673246694642,2.60309861180993,5.6113381630519115,1.4007481769693797,Iris-virginica
+11,7.092730729695578,3.0,6.021701510828347,2.0626861321036527,Iris-virginica
+12,6.244506354800804,3.0,4.625076144309617,1.4214728943396868,Iris-versicolor
+13,5.928529564386786,3.0,5.085290441865971,1.7773967667420405,Iris-virginica
+14,6.792445336834366,3.0,5.537878220323676,2.091837188042974,Iris-virginica
+15,4.4,2.9074808949812616,1.394999801568509,0.20060939587140192,Iris-setosa
+16,6.247481957181759,2.4973402217747585,5.062016491239049,1.895941413790721,Iris-virginica
+17,6.485616129535921,3.0,5.793595425154063,2.217799413932295,Iris-virginica
+18,5.42182111938284,3.9,1.3078936146008142,0.4613734219733757,Iris-setosa
+19,5.212287087299873,2.703224358261044,3.8682703192316317,1.4005249207742443,Iris-versicolor
+20,6.502516265219416,3.1937535411638085,5.060376289939512,2.001853489592046,Iris-virginica
+21,6.710355700557068,3.3195452010303947,5.7007564532502855,2.5,Iris-virginica
+22,5.092074643030305,3.690395188034218,1.4977977718585405,0.4346348179619779,Iris-setosa
+23,4.592014773451998,3.617224457818694,1.0000003781879585,0.20013069435830652,Iris-setosa
+24,5.3933862879182195,3.899999284748289,1.3037763603986319,0.39512115990678626,Iris-setosa
+25,6.510229476273608,3.0,5.800861085078968,2.187376453220488,Iris-virginica
+26,5.00091730390509,3.5875732119431656,1.4038842541367762,0.20411199160185683,Iris-setosa
+27,5.123624925429872,3.489290867172281,1.4066598592861324,0.1986765020595209,Iris-setosa
+28,5.989808020856417,3.396983120701739,4.477543920523468,1.5485800090089528,Iris-versicolor
+29,5.697213075785541,2.7793055933910034,4.5282610063229765,1.3007031202162755,Iris-versicolor
+30,5.314967618879969,3.477923843373562,1.496860057376012,0.366911693587977,Iris-setosa
+31,5.952516699404219,2.6927164479044037,5.141474950646962,1.5911189851638143,Iris-versicolor
+32,5.116552904726471,3.489707370191235,1.4033194204921926,0.20283385354623557,Iris-setosa
+33,5.692208779930868,2.9551148076339913,3.8749738945353727,1.343900940581995,Iris-versicolor
+34,5.0347944214942215,3.2229926229040444,1.4001233063266598,0.19778946238633777,Iris-setosa
+35,5.62295273473863,3.0,4.529790922247355,1.5067749986376382,Iris-versicolor
+36,5.300176024665986,3.6946579731940306,1.4964142494941772,0.19631370304806625,Iris-setosa
+37,6.698816447663088,3.1044062090673696,4.677141704469292,1.5038559821757802,Iris-versicolor
+38,5.932515171181525,3.0,4.212440080572586,1.4909563239175398,Iris-versicolor
+39,6.008666381252516,2.7203102689537975,5.1014747908651135,1.58665823605882,Iris-versicolor
+40,7.036860458658678,3.0781665188700273,5.797796217945563,2.222198464683113,Iris-virginica
+41,5.0071138694672745,3.383551173547336,1.6200753355870645,0.3751736125966015,Iris-setosa
+42,7.735031713451805,2.5799781579553187,6.9,2.316525525870818,Iris-virginica
+43,5.300763506691926,3.708291344007499,1.4955760185190712,0.20306601850857284,Iris-setosa
+44,5.3983834765532,3.4006751575851366,1.5815608532293168,0.2080314801215185,Iris-setosa
+45,7.607633654914493,3.0,6.623800848506061,2.083802694801766,Iris-virginica
+46,4.4,3.220301623687314,1.2719802206241853,0.19871810715294624,Iris-setosa
+47,6.038864876343408,2.4133469800072183,4.303013144279164,1.2194530741358858,Iris-versicolor
+48,4.897579668070303,3.091313217141887,1.53035100236846,0.1,Iris-setosa
+49,4.598977267054799,3.5893792529792665,1.0000004343117324,0.19964290883744867,Iris-setosa
+50,6.387067963853059,3.2197557781612036,4.658977590025911,1.5485686385179875,Iris-versicolor
+51,5.975047042472804,2.1914240025164604,4.968610702887599,1.5007184523593924,Iris-virginica
+52,4.941653430037683,2.4346679166499867,3.1896692293600974,1.028464338397983,Iris-versicolor
+53,5.802169396215388,2.687306404413376,3.975931225341072,0.8820499543404592,Iris-versicolor
+54,5.698529451538904,3.8040624094564572,1.7728591206148852,0.2971716182985116,Iris-setosa
+55,6.005702732534589,2.9269848787299035,4.481596399521456,1.496682511926588,Iris-versicolor
+56,4.6149587154276475,3.6023701126755867,1.0000004000932758,0.2092469027327295,Iris-setosa
+57,5.104884483542877,3.7908953257340525,1.6001694395442254,0.20134450475427534,Iris-setosa
+58,5.755806332671425,3.0,4.225498436570084,1.399793943348462,Iris-versicolor
+59,6.016976159286422,2.7196735207228215,5.0326844042175045,1.5943378696542871,Iris-versicolor
+60,6.169766846011548,3.0,4.606427707664855,1.4339113768096796,Iris-versicolor
+61,6.086878342463983,2.8101940347894296,4.673299993003732,1.2021887918902567,Iris-versicolor
+62,5.18603514951462,2.7021997469862207,3.8652757521978605,1.378228818252773,Iris-versicolor
+63,6.641781335919888,3.0044995661521607,4.537253508391121,1.4515372662786927,Iris-versicolor
+64,4.497137204207748,2.333014675460811,1.2966217028520064,0.36384474557333524,Iris-setosa
+65,5.4090748994455256,3.3939678213253326,1.540727662236526,0.3904139432087568,Iris-setosa
+66,6.261146472284366,2.2657953463797913,4.3733452915323365,1.3089257398912126,Iris-versicolor
+67,4.596340720843436,3.6116500032240064,1.000000388428254,0.19782022291705684,Iris-setosa
+68,7.555023078779264,3.0,6.520659323118349,2.1113372464626043,Iris-virginica
+69,4.599377656929247,3.408716605542567,1.4035871222132257,0.3775759308072309,Iris-setosa
+70,6.893595343053369,3.0993683586848153,5.147430757588566,2.299050895415608,Iris-virginica
+71,5.300588110019563,3.7150378513169406,1.4986792619545015,0.2041744351154997,Iris-setosa
+72,6.686247421166969,3.265962452768575,5.7337668651114955,2.120972405394327,Iris-virginica
+73,5.744891067381647,3.0236781348392157,4.472532896730041,1.46160071947928,Iris-versicolor
+74,4.999974873406155,2.0,3.5393455488664998,0.9699900452260792,Iris-versicolor
+75,5.012284364851199,2.0000005803669283,3.515533729443799,0.8683612160928003,Iris-versicolor
+76,4.84063011430114,3.0,1.3979544285644008,0.2876772921615171,Iris-setosa
+77,4.910644758795902,3.0,1.4008245385474156,0.20039617997437267,Iris-setosa
+78,6.0894960643532325,2.607033246276758,5.60112683414348,1.3914079867310793,Iris-virginica
+79,5.61185475387234,2.9024616855214287,3.679975600973257,1.3042099762823602,Iris-versicolor
+80,7.295639998496383,2.9040123536942835,6.25023307390217,1.7922174182889958,Iris-virginica
+81,5.223468003998148,2.726042794407412,3.963847427878141,1.4123713288360313,Iris-versicolor
+82,5.956177913773278,2.182358586537006,4.975327260869152,1.4885033072613312,Iris-virginica
+83,5.878207517416323,3.0,4.227193180465881,1.4971946720737395,Iris-versicolor
+84,5.386004619178633,3.395749388108646,1.6268319171770464,0.19773137162205817,Iris-setosa
+85,6.079399476981212,2.589602745150054,5.626419636675939,1.4182897149115818,Iris-virginica
+86,5.619496511714078,2.9115215854309393,3.7520140094798995,1.3134212409604873,Iris-versicolor
+87,5.981048808315537,2.729242797947703,5.104819267520767,1.5986124830300565,Iris-versicolor
+88,7.264158827540335,2.923882009439271,6.291611260923707,1.9039306525620672,Iris-virginica
+89,7.715287113562068,2.801566878191121,6.715834513657927,1.9958518230577023,Iris-virginica
+90,4.6133555925296434,3.4067926877802304,1.4070811389518194,0.29683601888589534,Iris-setosa
+91,4.83648569662212,3.3964068704028993,1.58529161943462,0.198629419743294,Iris-setosa
+92,5.66277478699746,2.867017202434304,3.9607318184594127,1.2827560529174427,Iris-versicolor
+93,6.815668067241022,3.0762217868469715,5.104574713754824,2.2807041461749753,Iris-virginica
+94,5.369379257791837,3.4034138927010797,1.4930781911795543,0.37350139900246776,Iris-setosa
+95,5.121447333467336,3.7753959821125087,1.4874796367955523,0.20206282431452846,Iris-setosa
+96,6.515112591055201,3.0,5.505310915007216,1.7876373372743308,Iris-virginica
+97,6.268368797791545,2.8233346394733294,4.305176014418127,1.211673263172577,Iris-versicolor
+98,4.972507458917406,2.4329069025139622,3.2174221474228046,1.0309741653375135,Iris-versicolor
+99,6.707218149202725,2.479980898309996,5.815293637511097,1.7974429448392102,Iris-virginica
+100,5.893341298244441,3.0,5.134782127609153,1.8049958847480412,Iris-virginica
+101,6.130922380844734,2.603977966006301,5.614962537197637,1.4012269129714108,Iris-virginica
+102,5.418823422969005,3.8999994227280648,1.2989284593807802,0.41004739902233484,Iris-setosa
+103,7.7266529844988865,2.7814237799059964,6.72333751734418,2.0071060159952565,Iris-virginica
+104,6.9257798248681075,3.0937400069903567,5.184567374836893,2.2968765004396463,Iris-virginica
+105,6.87862981746648,3.1093287151922437,5.053048590226327,2.3047570832489344,Iris-virginica
+106,5.6008538756742565,3.0,4.519080692200005,1.5074754188929338,Iris-versicolor
+107,7.899999007485004,3.800101314452196,6.409148976673757,2.014995586352498,Iris-virginica
+108,5.731843076651238,2.9135810895663923,4.308819799479895,1.311696323151407,Iris-versicolor
+109,4.913019101614049,2.3759381679051508,3.3415796338058055,1.0190795657800442,Iris-versicolor
+110,5.996524854490575,2.186492158116232,5.011347688082491,1.5029236968009005,Iris-virginica
+111,4.581409639686592,3.6140587354831917,1.000000372645443,0.19780636815901387,Iris-setosa
+112,6.809718752275559,3.2015955060141743,5.749055825541222,2.3011074273599,Iris-virginica
+113,5.6020184880517565,3.0,4.509959231699515,1.5047434713095373,Iris-versicolor
+114,6.214038992413084,3.1370786040202274,4.685936173447566,1.501160329549347,Iris-versicolor
+115,5.085075959189474,3.5057026841129284,1.4077073459973188,0.30151795572267115,Iris-setosa
+116,5.792627001325825,2.7080606680499,5.068063591792426,1.8784583029132123,Iris-virginica
+117,5.854064533151305,2.9503857176300765,4.369954900359639,1.3252629957786608,Iris-versicolor
+118,6.826179500255944,3.2010064339305857,5.842212231155411,2.3099005952722877,Iris-virginica
+119,6.30232304229503,3.2972889954599585,4.665592447324385,1.550058938665648,Iris-versicolor

iris/tab_ddpm/7_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/7_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/7_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/7_3/18/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.9,3.7972509680361712,6.368154210022439,2.003444155555982,Iris-virginica
+1,4.826542491574346,3.4025080554170426,1.4960969461259026,0.19899696160794056,Iris-setosa
+2,5.212957125591251,2.7041659569257863,3.9364310383723673,1.3954520580713348,Iris-versicolor
+3,6.71799055174329,3.0869545265781033,4.672999964750583,1.4801642273749835,Iris-versicolor
+4,5.055462591863405,2.4838148204383588,3.002339264297632,1.0918864120969258,Iris-versicolor
+5,5.194434109725403,3.384868179250818,1.386191930304159,0.2023085304636651,Iris-setosa
+6,5.6743598873301035,3.7973179686792826,1.6602793795147186,0.29647790666808554,Iris-setosa
+7,5.193303167097062,3.399104721795435,1.4034830591584717,0.19985764222030278,Iris-setosa
+8,5.1030012679909404,3.4947279156781494,1.4042481285787485,0.19952763833346626,Iris-setosa
+9,6.713274429408044,3.2959109355720773,5.709424224154452,2.5,Iris-virginica
+10,6.990395959559017,3.2179250792407386,5.752918715829344,2.296012763822157,Iris-virginica
+11,5.3003671100753404,3.6901815143533563,1.4988025552615372,0.20390716692968866,Iris-setosa
+12,7.89999858279829,3.792401271527831,6.369250935938424,2.0023657589177324,Iris-virginica
+13,5.582606648288993,3.0,4.079902344386583,1.3045461062680916,Iris-versicolor
+14,6.267470090557363,2.2697732645318074,4.378265534895914,1.3111360022922889,Iris-versicolor
+15,6.800371935686759,3.206440401030144,5.890015109529521,2.3083192364718057,Iris-virginica
+16,7.700887365569703,2.820280219897873,6.71433757771602,1.9848643119520535,Iris-virginica
+17,6.274362720924105,2.495386730995753,4.83394662603431,1.4897632911371508,Iris-versicolor
+18,7.699592996966082,2.6027219172564355,6.899998821389482,2.2849805353354236,Iris-virginica
+19,7.001158019106321,3.1216634093526117,5.7646974938150475,2.2918682032798867,Iris-virginica
+20,7.708941474907639,2.5911103880508826,6.899998849656853,2.299656271118802,Iris-virginica
+21,6.88146828595939,3.2193943369119675,5.728347997626158,2.285696552899835,Iris-virginica
+22,6.701252326589538,3.2883121516381237,5.680968622523475,2.499999493438695,Iris-virginica
+23,5.7238869985125165,3.7981184839720745,1.7080047667429756,0.29677822843656626,Iris-setosa
+24,5.5202653720022425,2.442498821376739,3.736173720996035,1.0077368009929315,Iris-versicolor
+25,6.4708628541560875,2.9394294317520724,4.297343112300792,1.3219274214663024,Iris-versicolor
+26,5.38154103636959,3.3956598146856294,1.4945681166579012,0.3922124432361773,Iris-setosa
+27,4.81539937546779,3.4031710431300324,1.6333162422182235,0.1990407629943366,Iris-setosa
+28,6.492511869820949,3.0,5.79898364244188,2.1933940237248377,Iris-virginica
+29,7.711833631493676,2.8397530380062803,6.70713463791112,2.01294207843097,Iris-virginica
+30,6.950647048404814,3.1093628952243755,5.124447353266783,2.2926011328083256,Iris-virginica
+31,6.667428481528973,3.3124435553642164,5.71260734712214,2.5,Iris-virginica
+32,5.771591113076568,3.021616333188268,4.520054004347246,1.5143450321697747,Iris-versicolor
+33,6.311196282747614,2.5013243471159123,4.90312576164526,1.5047262524283371,Iris-versicolor
+34,5.86540451016706,3.0,4.185227565251154,1.4884622137003967,Iris-versicolor
+35,5.48584173384303,2.593529508352015,4.410862616007166,1.1797399480828163,Iris-versicolor
+36,6.570114570926878,3.2161005719994153,5.240230510674849,2.052981790294389,Iris-virginica
+37,6.705329935479667,3.106920607227785,4.707266609331247,1.4979187616930458,Iris-versicolor
+38,4.7904198582705515,3.390683173907651,1.6563145434094093,0.2006108902634789,Iris-setosa
+39,5.186632756323751,2.6873933113794464,3.872742133086273,1.3896461738923462,Iris-versicolor
+40,4.823494864713243,3.3919118114439284,1.7575283253155005,0.2009618108851299,Iris-setosa
+41,6.485286864357533,3.0,5.518068078347113,1.8076530204029355,Iris-virginica
+42,6.334018720178081,3.3752053689020545,5.618538688068402,2.3928910633001044,Iris-virginica
+43,4.916522210868614,3.466783520199767,1.4381642032647537,0.20633144079586574,Iris-setosa
+44,6.746944957212505,3.182492733442712,5.721339538226602,2.133553808486276,Iris-virginica
+45,5.008063954676314,3.4051968376571256,1.5740918029439492,0.39486326235231384,Iris-setosa
+46,5.78979079749001,2.716790007742957,4.108337934894505,0.9684220682397382,Iris-versicolor
+47,4.790656719591687,3.0,1.4017007007897664,0.29920734921109515,Iris-setosa
+48,4.811480232608115,3.3969356552972783,1.666637112149354,0.19902435966917548,Iris-setosa
+49,6.691305671530173,3.0814238475921534,4.684149726287284,1.4963988518241176,Iris-versicolor
+50,5.5894879795157015,2.471782892901442,3.869106333638878,1.0349011061425706,Iris-versicolor
+51,4.9159850823258475,3.0,1.4108501435886662,0.1983629392024066,Iris-setosa
+52,5.13418972506958,3.7047882657013638,1.7191971651894256,0.3921801476507577,Iris-setosa
+53,4.605725225746126,3.599152691944487,1.0,0.20614801773232222,Iris-setosa
+54,4.985175500311502,2.0,3.504756783290917,1.0120272531487735,Iris-versicolor
+55,5.570366021730474,2.894893732324513,3.566499825854226,1.295510076330277,Iris-versicolor
+56,6.8007781859309935,2.8112082170787853,4.798395125209694,1.399801749809261,Iris-versicolor
+57,5.620429310403344,2.8990534073026493,3.6665547343557665,1.303672773087226,Iris-versicolor
+58,4.596418546275208,3.625228993019355,1.0,0.19797551938797148,Iris-setosa
+59,4.9980570030204134,3.6395365815730885,1.4077088817148375,0.19799488155511272,Iris-setosa
+60,6.810136290226522,2.8036178698668137,4.801147443760115,1.3974115887976992,Iris-versicolor
+61,6.018417250312462,2.914414696500548,4.495422425302902,1.4813929426089976,Iris-versicolor
+62,5.225234105009717,3.404466006152598,1.401761400905774,0.19922930802899597,Iris-setosa
+63,7.710901642247487,2.6049376479506456,6.89999898289437,2.3000690444758964,Iris-virginica
+64,6.29584871890677,2.2946382506412206,4.418195276884985,1.3052245165866694,Iris-versicolor
+65,4.811243928220967,3.0,1.4060161685330543,0.1000001073782388,Iris-setosa
+66,4.4,2.8981626942417638,1.3903888937421607,0.20173928554152493,Iris-setosa
+67,6.56544674393939,3.0,4.384387398320855,1.3912541210800198,Iris-versicolor
+68,6.8168675012086375,3.1712943803804934,5.81856487857524,2.3022185085999105,Iris-virginica
+69,5.096585550072254,3.702012444780987,1.4955299834051088,0.40368559346321037,Iris-setosa
+70,6.343479256972487,2.9125448087326253,5.5985340244225865,1.8062445788856911,Iris-virginica
+71,6.685310764747131,3.059446081913489,4.688604538903272,1.4963144172108007,Iris-versicolor
+72,7.004908614146725,2.7171884171628724,6.206873401693328,1.779472389704324,Iris-virginica
+73,6.433387791046254,2.917715615068623,4.3245535038922975,1.3143980995444493,Iris-versicolor
+74,6.0582888929269165,2.266196508776355,5.007437682468344,1.549655563715441,Iris-virginica
+75,7.6792442013798965,2.807476361085127,6.703526945466929,1.9893526266940327,Iris-virginica
+76,6.877311905551938,3.2018249992139003,5.722174220267423,2.2934818659323595,Iris-virginica
+77,7.698563633175454,2.808889929495064,6.691835169683185,2.0156508939948248,Iris-virginica
+78,5.104371619536693,3.4890922781519844,1.3959070008772438,0.2989716340590997,Iris-setosa
+79,5.874842277013885,3.0,5.082250001548086,1.775702667246743,Iris-virginica
+80,6.287531340069876,2.2899236246065784,4.412186457461276,1.2712800260626362,Iris-versicolor
+81,4.400000581860033,3.1919580609151588,1.2699581504761914,0.19801842957980975,Iris-setosa
+82,5.878806835764364,3.0,5.08795546237929,1.8159573762370118,Iris-virginica
+83,6.7539236320728655,2.515342535540936,6.089194099003523,1.8235609334690932,Iris-virginica
+84,5.484121533442981,2.6027557907897028,4.41843104156174,1.21212415316987,Iris-versicolor
+85,5.374148619165437,2.5557665133406497,4.304247712963813,1.1610528130517939,Iris-versicolor
+86,4.400000549903517,3.2276394098092522,1.2852355930394705,0.1952708763570127,Iris-setosa
+87,7.899998417629803,3.7922372175181582,6.387513169642124,2.02447070145477,Iris-virginica
+88,6.722224472499973,3.2886724300460264,5.728436731537554,2.100781150949404,Iris-virginica
+89,4.888619274213375,3.0831066218700296,1.4985686279641777,0.10000009341248356,Iris-setosa
+90,5.476905692488753,2.5867553154962533,4.367734889913786,1.1984837395860064,Iris-versicolor
+91,5.837694313292187,2.7281769634466912,4.210504406145549,1.0806771095936711,Iris-versicolor
+92,5.0978068730889365,3.499329109897118,1.4024414289252924,0.1975312054389265,Iris-setosa
+93,4.400000530744508,3.12269034813449,1.2999139868667857,0.1933606562897402,Iris-setosa
+94,5.881629440376049,3.0,4.214631510650032,1.5005581743773981,Iris-versicolor
+95,5.084287045739794,2.4882224429365345,3.0861963132999524,1.0706084146532544,Iris-versicolor
+96,5.772546156597779,2.697410994253524,4.073161251349172,0.9105170033984851,Iris-versicolor
+97,4.823248068853611,3.0,1.3951679024424712,0.10000009333856827,Iris-setosa
+98,5.618173945025194,3.0,4.104018869549067,1.290619001124422,Iris-versicolor
+99,4.4889347813600455,2.2689187506375896,1.2871542250938661,0.29148268837769675,Iris-setosa
+100,4.870076227410195,3.074547226597007,1.4572086362906096,0.10000009858310702,Iris-setosa
+101,4.993427331962944,2.0,3.273031954179779,0.9831685328110771,Iris-versicolor
+102,6.255436277860862,2.482184169580176,4.991561456284612,1.8800629342168667,Iris-virginica
+103,6.302768548318924,2.9234995298215534,5.598953260004956,1.840028215579294,Iris-virginica
+104,6.486231937519245,3.0,5.788088965795957,2.1943204778984384,Iris-virginica
+105,5.754962864650473,2.7185076213572335,4.270912561194682,1.0576085142293112,Iris-versicolor
+106,5.672959070006248,2.842494651191526,4.074799239665846,1.2435198157763852,Iris-versicolor
+107,6.251927834257096,2.904578042197771,5.588965959388022,1.829282755652874,Iris-virginica
+108,5.098835574712257,3.505019081705055,1.404019541408461,0.3308782822393587,Iris-setosa
+109,6.92616295235579,3.195155439806895,5.75799285145978,2.313567964995569,Iris-virginica
+110,4.4,2.918803713555607,1.3858059999555676,0.19901705895977423,Iris-setosa
+111,6.001512195070294,2.198054554346009,5.022815290937394,1.4966403894875535,Iris-virginica
+112,4.805699582173309,3.0,1.3984640214927038,0.1,Iris-setosa
+113,5.875056793891449,3.0,5.0893124044878295,1.8108050065427048,Iris-virginica
+114,7.284250926224673,2.8833029878601986,6.255236152969267,1.7871063563499257,Iris-virginica
+115,6.3110447984354145,2.90901335892702,5.592386299349929,1.8012984597912136,Iris-virginica
+116,5.815859774994275,2.689021999319734,4.183028181415075,1.0206327989512476,Iris-versicolor
+117,4.4,3.167678072854329,1.3122943384813426,0.20375342768036045,Iris-setosa
+118,6.694584816239859,2.493577414837211,5.8136845308546645,1.811071305540258,Iris-virginica
+119,5.053083060803609,3.508932360945939,1.4002082231413344,0.19848822048111875,Iris-setosa

iris/tab_ddpm/7_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/7_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/7_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/7_3/19/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.135539504483684,2.603140616710891,5.606839412451503,1.3948843205351908,Iris-virginica
+1,5.108351742248154,3.503573404783334,1.3863559581031184,0.3047848698725513,Iris-setosa
+2,6.716077789480365,2.4968462446148285,5.815155104288038,1.7923868716564924,Iris-virginica
+3,6.389674596690981,3.0,5.47116349157861,1.7916544354609494,Iris-virginica
+4,7.899998449394653,3.803565682481007,6.3909156193555425,1.9966845260113493,Iris-virginica
+5,6.505193927160474,3.0,5.495145712480178,1.8351631419277086,Iris-virginica
+6,5.119447027059835,3.45230156108779,1.4261087285601464,0.27112548054447483,Iris-setosa
+7,6.484751444448082,3.0,5.474712668553101,1.8012818022070682,Iris-virginica
+8,6.787383769369177,2.8093879842823704,4.855755585189103,1.4090080859403302,Iris-versicolor
+9,6.297477545644962,2.868101899485067,5.6229593027985985,1.7994118204926175,Iris-virginica
+10,4.905322034111702,3.0994911130949934,1.7069302575145833,0.10000009464266622,Iris-setosa
+11,6.0220663479383845,3.390383836141348,4.496129299080464,1.6107716379513313,Iris-versicolor
+12,5.528183061527228,2.597743260136279,4.380604781234421,1.2275851124132915,Iris-versicolor
+13,6.030043491506047,2.685363788743006,5.094671521351354,1.5789231280601241,Iris-versicolor
+14,7.7186979079502125,2.801096953643704,6.726247152244937,2.022662335184688,Iris-virginica
+15,5.087676929738356,3.5081415030854064,1.395414272533601,0.22579409986437354,Iris-setosa
+16,6.068944500478985,3.0,4.599246597040597,1.3876577344584355,Iris-versicolor
+17,5.753119171473919,2.7081896172408113,5.073107826499802,1.9036726212587771,Iris-virginica
+18,6.431438305786334,2.906505279051109,4.333788969516935,1.3101070467565423,Iris-versicolor
+19,6.6994907884787205,3.2972159420974485,5.697758703350024,2.4999995892957028,Iris-virginica
+20,6.269144040128088,2.906974425653109,5.602233269998935,1.7854062375467,Iris-virginica
+21,6.092764038791017,2.5910492119363813,5.617430393813407,1.4008986551852054,Iris-virginica
+22,5.431827978460591,3.899999570346814,1.3204264950900928,0.385087157532557,Iris-setosa
+23,4.905340315204798,3.0,1.3988261737653067,0.1949136954994431,Iris-setosa
+24,7.294482853428874,2.904110297014594,6.307564666853844,1.7776014511203433,Iris-virginica
+25,7.282478169087537,2.9149112524470655,6.242920595213571,1.8130225538605125,Iris-virginica
+26,6.690473986932183,3.312512775964181,5.690355560163651,2.5,Iris-virginica
+27,5.543674608984518,2.6219373870816836,4.438202473186484,1.2167971283100252,Iris-versicolor
+28,5.824345075210334,2.701152144387494,4.035785024230671,1.0149047186623301,Iris-versicolor
+29,6.684666456141692,3.3179617248457034,5.698813447417851,2.5,Iris-virginica
+30,6.26546252626218,3.3935241027852263,5.586276094299607,2.4032158995978716,Iris-virginica
+31,7.674925840998435,2.610007806204664,6.899998767364517,2.2864900659729663,Iris-virginica
+32,6.005711916398883,2.2097782258948984,5.0006301254371435,1.4959077504775558,Iris-virginica
+33,4.609051631702149,3.606249163503324,1.0,0.19845006965707476,Iris-setosa
+34,6.947097951841502,3.1910482102663225,5.659662684666638,2.303303356325467,Iris-virginica
+35,5.084664275071637,2.5024969059276003,2.929952306578987,1.0940083317565792,Iris-versicolor
+36,6.800747667870943,3.0,5.435084637676505,2.163410313441145,Iris-virginica
+37,5.021726866206246,3.579086904862917,1.3995513417494263,0.20015134692599873,Iris-setosa
+38,6.476188051475972,3.0,5.533425744388864,1.79982821119605,Iris-virginica
+39,5.423465606119656,3.899999598719519,1.297527514530144,0.37582556288745933,Iris-setosa
+40,5.976864811051718,2.6747191869720286,5.133512083516631,1.6025802511242173,Iris-versicolor
+41,6.285205851064244,3.3913782608701033,5.616675201804221,2.400885478873978,Iris-virginica
+42,5.116721569827132,3.498613295463371,1.4003418695447734,0.2989833141045584,Iris-setosa
+43,5.656143555748673,3.0,4.481921307497751,1.5004327273421376,Iris-versicolor
+44,5.921663379258265,3.0,4.237412839756252,1.5070589573054436,Iris-versicolor
+45,5.402436247590586,3.4097025317384078,1.7105760596073094,0.20006108394492697,Iris-setosa
+46,5.024006246986164,3.3994612528996506,1.6758673150835914,0.36983267106245143,Iris-setosa
+47,5.213087237813586,3.404461544016618,1.4003185021356725,0.19789798604486974,Iris-setosa
+48,4.611882909441476,3.4022059561526325,1.4038106377852226,0.32699669765504835,Iris-setosa
+49,5.824933015851832,2.6984166467966912,4.069339804984508,0.9548400051717574,Iris-versicolor
+50,7.640066542361986,2.9926104272988967,6.61995466593585,2.11719058738928,Iris-virginica
+51,6.849408529411358,3.0,5.536048698996765,2.072834158479557,Iris-virginica
+52,5.411921980089541,3.386947309307628,1.6369189484760653,0.4566484959788603,Iris-setosa
+53,5.81525071784924,2.9959651215482697,4.446628863784634,1.4390082849529138,Iris-versicolor
+54,6.806676582555268,2.77713421565271,4.828824525697851,1.398924004961097,Iris-versicolor
+55,6.703471561004621,2.5047715888973343,5.804566212722775,1.789352161832655,Iris-virginica
+56,4.499900825207538,2.3209336814179817,1.2888810360010599,0.2997816047478485,Iris-setosa
+57,5.991831108245481,2.8446997814960358,4.587829393386936,1.5065100198569428,Iris-versicolor
+58,5.516751378872479,2.610674641150693,4.40848504929295,1.233860960372552,Iris-versicolor
+59,4.789492427306897,3.3744502191004964,1.680640635862746,0.19750661036698916,Iris-setosa
+60,6.376437444075984,2.8787727858612655,4.308936643475483,1.2808924014100844,Iris-versicolor
+61,7.9,3.807763975659003,6.438670470783623,2.0235272262776034,Iris-virginica
+62,6.291337565491993,3.310764617213153,4.71304463739093,1.6008522174407696,Iris-versicolor
+63,5.084891803694068,3.4961876725128307,1.3924979294887314,0.1988702525929023,Iris-setosa
+64,7.198696892400262,3.0,6.069498525906574,2.106337080808334,Iris-virginica
+65,7.9,3.7713608987788385,6.390827489815883,2.010488571450308,Iris-virginica
+66,4.919884147857629,2.3972151702915756,3.2634979219284457,0.9673928030690684,Iris-versicolor
+67,5.104615149466479,3.4805161352754284,1.4009943989161309,0.19810971992038187,Iris-setosa
+68,6.091687652923178,3.0,4.578092290914992,1.467886421128597,Iris-versicolor
+69,5.7030715725718375,2.810629598010531,4.506349317563695,1.3067593424043753,Iris-versicolor
+70,6.918782566896042,3.11424688806465,5.084793144579021,2.300171444464616,Iris-virginica
+71,6.191377419181845,2.5662004382143233,5.511745378419961,1.5264627792376484,Iris-virginica
+72,6.012888754790775,3.400272238870959,4.511020454513813,1.584471135094703,Iris-versicolor
+73,7.642889571529852,3.0,6.642028375748737,2.1010011863630504,Iris-virginica
+74,7.705859298438569,2.799672890927776,6.685837556261744,1.99503909519898,Iris-virginica
+75,4.885948151918275,2.4002730651454387,3.1888559992304053,0.9691311082395793,Iris-versicolor
+76,5.603713616211264,3.0,4.138081691228947,1.3042901071869308,Iris-versicolor
+77,7.2980558668190305,2.884650468397591,6.252127803800404,1.7885574419905983,Iris-virginica
+78,5.5802789853238055,3.0,4.049256997232788,1.3032627298649997,Iris-versicolor
+79,5.657245994451719,2.872625664988687,3.978902129283445,1.2786011149500376,Iris-versicolor
+80,6.502637274435814,3.0,5.793969103126712,2.190919967167065,Iris-virginica
+81,6.1080937694256585,3.0,4.617529000581289,1.4256275930054052,Iris-versicolor
+82,4.901648505834693,3.0946783049075557,1.5858128679667576,0.10000010106897324,Iris-setosa
+83,4.9309783645728675,2.4227363310375565,3.109933441639666,1.009228462939558,Iris-versicolor
+84,5.7356808750874855,2.864139260273774,4.387398384887645,1.2740505667841575,Iris-versicolor
+85,4.615585801201684,3.601771810116473,1.0000003987961483,0.20109539735363868,Iris-setosa
+86,5.300746390320558,3.7128157647437483,1.5621340927516711,0.20067054706310727,Iris-setosa
+87,5.223022586296617,2.7205812362728476,3.9644222317333218,1.4016024929825452,Iris-versicolor
+88,6.010211436312388,3.0,4.460643561810135,1.4592396312455407,Iris-versicolor
+89,5.5946139586898695,2.46926236205658,3.872035545326434,1.082059394569815,Iris-versicolor
+90,6.7098055369890535,3.3090372149133778,5.709264703056995,2.5,Iris-virginica
+91,5.362291191332481,3.408738819576971,1.4982692241396192,0.39324565035022446,Iris-setosa
+92,5.653076579271356,3.0,4.490986354536752,1.4940201667571937,Iris-versicolor
+93,5.53504163766937,2.586428793271858,4.370457717019254,1.1799240813932734,Iris-versicolor
+94,6.950250824632659,3.204661773484859,5.67365063262438,2.307280451236893,Iris-virginica
+95,6.696136822303275,3.104951969836061,4.67387651527413,1.494612292622184,Iris-versicolor
+96,5.770065076451369,2.709524218077191,5.121615162974336,1.8861847068008157,Iris-virginica
+97,4.592480010969804,3.5947349250680287,1.0000003662770482,0.20176747142546786,Iris-setosa
+98,5.536616545017039,2.4520114496208647,3.758254433566161,1.0595450596182794,Iris-versicolor
+99,4.4,3.0,1.3605193290814634,0.20037748282329118,Iris-setosa
+100,5.059082300983734,3.5563934737826353,1.3983263953450515,0.19970607236504767,Iris-setosa
+101,6.0055498265638425,2.683867765590027,5.131104658117394,1.6197445538974027,Iris-versicolor
+102,5.108389851721661,3.7983313573974433,1.7121309253734733,0.2014280900190794,Iris-setosa
+103,6.096250627686492,2.6077352418365427,5.598598498347737,1.3849722949020542,Iris-virginica
+104,5.349796533514715,3.7291174414116863,1.5748741468021399,0.20512127229756924,Iris-setosa
+105,5.885047049334143,3.0,4.111983588138211,1.5042152732740426,Iris-versicolor
+106,5.0950369483977855,3.5030085285631767,1.4005345604690858,0.2988437083217512,Iris-setosa
+107,7.595675790001622,3.0,6.607056701448839,2.092357987905674,Iris-virginica
+108,7.31980993993502,2.8858409812131667,6.332862464786732,1.799298131714246,Iris-virginica
+109,4.981069650561031,2.0,3.306530548891392,0.9130213099728317,Iris-versicolor
+110,4.921435551910581,3.1153410161668718,1.496483116009951,0.10000009979193482,Iris-setosa
+111,5.371863996125102,3.4015508399399392,1.5768090716125494,0.19995472568713235,Iris-setosa
+112,7.180140021831849,3.0,6.076041068844835,2.11536162673709,Iris-virginica
+113,6.315503550068661,2.2842506012062724,4.400391061103858,1.301004272398197,Iris-versicolor
+114,4.998091571263632,3.602189772143662,1.3985918650673965,0.1998896851968427,Iris-setosa
+115,7.9,3.795790591299709,6.39688612108077,1.9979673970315242,Iris-virginica
+116,5.978040699887609,2.888525129325802,4.515921067643599,1.4988867336460774,Iris-versicolor
+117,7.30074688780053,2.8955298240251177,6.30280271561594,1.8022919386626128,Iris-virginica
+118,4.765073284509413,3.0,1.3982159770286287,0.29792009522985297,Iris-setosa
+119,4.500386351142802,2.3057987893403302,1.2995628053362878,0.2958788990398087,Iris-setosa

iris/tab_ddpm/7_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/7_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/7_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/7_3/2/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.0135381889914274,2.224644170898755,4.99566769296463,1.512523248276332,Iris-virginica
+1,4.594116769508678,3.6292050211020888,1.0,0.20155958172310973,Iris-setosa
+2,6.5252866318356775,3.0,5.504955240690061,1.8022302416866915,Iris-virginica
+3,6.825174806248601,2.7898714849875,4.784087043453241,1.3957345055993176,Iris-versicolor
+4,6.291677785933474,3.388064383794903,5.621234805434395,2.3901217120864002,Iris-virginica
+5,6.34938584683104,3.2883397431506243,4.715779581961609,1.5926838408767103,Iris-versicolor
+6,4.895976854699568,3.0,1.3984668668396938,0.19798687281837307,Iris-setosa
+7,4.812573797452013,3.3747821468387764,1.4966126974178855,0.19810094615651058,Iris-setosa
+8,7.700025133845274,2.5947243036254766,6.899998755251593,2.291920962581833,Iris-virginica
+9,5.726509733042399,2.8355141154827295,4.513763720315248,1.316551629395985,Iris-versicolor
+10,5.137650504368714,3.6836322724944686,1.5488306163059464,0.4147530884090333,Iris-setosa
+11,6.515664994076408,3.0,5.507053375830072,1.7915866781722927,Iris-virginica
+12,5.6889774844142424,2.9571571080370864,3.8276407692112975,1.3337981076418968,Iris-versicolor
+13,6.346920043559514,2.924789135246927,5.567572447986044,1.8034920692158338,Iris-virginica
+14,5.780803727552941,2.689548158175536,5.089089383908646,1.9102831851759943,Iris-virginica
+15,5.68723238451204,2.773755581399802,4.47947110520777,1.2959208473211465,Iris-versicolor
+16,6.076274728787251,2.578211826023272,5.614770022489903,1.3980600390410562,Iris-virginica
+17,5.318919504787151,3.6880678645851868,1.4992608652159167,0.19894630636355987,Iris-setosa
+18,7.715001064806678,2.60551683027597,6.9,2.3054152738196207,Iris-virginica
+19,5.094176436474974,3.682804509319843,1.492806155973134,0.4102968105488487,Iris-setosa
+20,7.730943188344423,2.6038264486726352,6.9,2.300269596277555,Iris-virginica
+21,6.26308286625235,2.8861724681777217,5.581509328437077,1.7967796201460395,Iris-virginica
+22,6.016813792705488,2.1905529281494704,4.991512006348786,1.5143000013724113,Iris-virginica
+23,6.3016551626392925,3.3848283923545415,5.594711052264249,2.4048306995052884,Iris-virginica
+24,5.566901405425745,2.5224137345446627,3.9229433501615314,1.11010337809463,Iris-versicolor
+25,5.093817787036246,3.735321978733382,1.6444774667166075,0.34451360689226956,Iris-setosa
+26,7.702677901602904,2.7999868734714495,6.692944521411885,2.0208995921499757,Iris-virginica
+27,5.395914168784712,3.4004321990115063,1.833294129595246,0.20110072063897516,Iris-setosa
+28,5.10100986084688,3.698479273880403,1.498320539453078,0.37833764460850405,Iris-setosa
+29,5.597818303264272,3.0,4.114353548046132,1.3041338125826487,Iris-versicolor
+30,4.4,3.214059631279031,1.2994358437255438,0.18839865111121423,Iris-setosa
+31,4.591279894359309,3.3971463046818786,1.3847551849837467,0.3034554824401603,Iris-setosa
+32,5.549765917936081,2.414247695542016,3.8319237938735133,1.008153697824206,Iris-versicolor
+33,4.904338270611739,2.4252103350470393,3.393161473283323,1.0261467829939832,Iris-versicolor
+34,7.704624118798954,2.5862634934484587,6.9,2.2972267559861255,Iris-virginica
+35,5.640076617639562,2.917168555165665,3.7334365930606532,1.3054972158631495,Iris-versicolor
+36,4.912008396792183,2.40098743643455,3.329624076867802,1.0064453020159774,Iris-versicolor
+37,7.9,3.801906503942583,6.395684657865232,2.0191672532821863,Iris-virginica
+38,6.634879726378795,3.0,4.455051263487868,1.4138685046805795,Iris-versicolor
+39,5.401974554329182,3.3985291106180755,1.4976280794057324,0.3893142447705909,Iris-setosa
+40,5.665250808345057,2.9124958254357414,4.0420594740677815,1.3086842784388175,Iris-versicolor
+41,5.41478024568245,3.9,1.3083356563373427,0.37433865103051356,Iris-setosa
+42,7.565454534673624,3.0,6.561601022181467,2.0836616001884436,Iris-virginica
+43,6.330384522293158,3.2723654695016138,4.719347408122696,1.570907321442378,Iris-versicolor
+44,5.6332071167568225,2.889234148588443,3.734964854989987,1.3038991388053824,Iris-versicolor
+45,4.923959935815147,2.422608035981634,3.450658297292134,1.0367505259140297,Iris-versicolor
+46,6.004932839987308,2.645182775131091,5.1222677299124735,1.5816213884121821,Iris-versicolor
+47,6.192955371521505,3.354751377755552,4.606609665589486,1.6281457071102132,Iris-versicolor
+48,6.7475614503716885,3.174831799575777,5.483517257828033,2.3159134735795455,Iris-virginica
+49,4.790516863992598,3.0,1.3996589220916817,0.2983566325803744,Iris-setosa
+50,5.707411665773218,2.853410485817352,4.116438114279691,1.2774498953104885,Iris-versicolor
+51,5.402342139337965,3.8999996181884944,1.285136476182982,0.328233101349812,Iris-setosa
+52,4.791571425582876,3.4072758718076126,1.5579980415117685,0.20071698390321985,Iris-setosa
+53,5.731951652376012,2.820724067221524,4.513806003388669,1.3043327075089257,Iris-versicolor
+54,5.41396702153779,3.4037490737507388,1.66559772865353,0.19810887068587912,Iris-setosa
+55,6.505405449711879,3.0,5.82304126223981,2.2023647594109237,Iris-virginica
+56,5.431983953961375,3.398103697659356,1.6758329463516535,0.19876728710056168,Iris-setosa
+57,5.731620794663785,2.661735574233414,4.102537299149773,1.052585977241319,Iris-versicolor
+58,5.187997107127822,2.694391334777882,3.859534856496485,1.3986757689901759,Iris-versicolor
+59,6.806409904695316,3.215769954640192,5.858033418030724,2.3030263289987216,Iris-virginica
+60,7.043144519124078,3.0199279945815487,6.063990677463449,2.1861818453922126,Iris-virginica
+61,5.915652902236629,3.0,4.2181697569915,1.5024383871825442,Iris-versicolor
+62,6.383782147710339,3.2623615240575083,4.714995949733414,1.5604354038635517,Iris-versicolor
+63,6.016337478733514,2.7167765707122005,5.097307823186584,1.5963308547790427,Iris-versicolor
+64,5.345546508070579,3.721227006676072,1.5723687029503128,0.2130443370642545,Iris-setosa
+65,4.4,2.9158421941879693,1.400532924104912,0.19966989965483128,Iris-setosa
+66,5.912704301500792,2.8712746374160236,4.614658047452326,1.501307050667351,Iris-versicolor
+67,5.747226767561506,2.9239143331081134,4.498521960387244,1.4857328905246412,Iris-versicolor
+68,6.251822282469009,3.3211413053052783,4.679104049258375,1.5825457495846145,Iris-versicolor
+69,6.89698003817674,3.2045645679561843,5.683227305294045,2.312642980435445,Iris-virginica
+70,5.208518156273169,3.410516118810406,1.401945587708513,0.2019756637147182,Iris-setosa
+71,6.025944153078866,3.3782809187827483,4.504251171352684,1.6136385932899566,Iris-versicolor
+72,5.872605483888343,2.685711418705987,5.08940764778667,1.9052475986623165,Iris-virginica
+73,5.603990756295042,2.8932364229374192,3.549080157244337,1.301378112710716,Iris-versicolor
+74,6.915821536791579,3.1652071091443053,5.590471745953338,2.293792360253386,Iris-virginica
+75,6.2696182203828315,2.8704830486362996,5.608605231607009,1.8009261003533823,Iris-virginica
+76,5.089366639962256,2.5313956025813598,3.3533747181253424,1.189420550450311,Iris-versicolor
+77,5.248702827071144,2.610557906357519,3.597307418083741,1.324463374583749,Iris-versicolor
+78,4.503737290290657,2.3109172833748874,1.2864544189702904,0.2926998448118841,Iris-setosa
+79,6.0925632065656155,2.6088430443287307,5.599181881697175,1.3918188263798879,Iris-virginica
+80,4.9969296120404705,2.000000716651146,3.4603019870371807,0.9859250481695812,Iris-versicolor
+81,6.655944068117938,3.0264122139051683,4.629954010116367,1.4724272349358953,Iris-versicolor
+82,4.806927462606312,3.0,1.4012448775124426,0.3174492892241531,Iris-setosa
+83,5.565988383674194,2.452293702887885,3.7898347364588094,1.0860641635965664,Iris-versicolor
+84,4.626804877368129,3.3949324711916544,1.3793142554280955,0.297539997153006,Iris-setosa
+85,6.534402129328313,3.190963079952395,5.278090889194009,2.0373872051637507,Iris-virginica
+86,5.59929499115169,3.0,4.079889649025046,1.3077648401386557,Iris-versicolor
+87,5.61385483597769,2.8914415600244503,3.83172851257003,1.309708404755531,Iris-versicolor
+88,6.804102359889848,2.78989048680655,4.780817179382778,1.3973137919722556,Iris-versicolor
+89,6.696030674208792,3.2874598170642235,5.671311435077371,2.0900443872569143,Iris-virginica
+90,5.54238401768031,2.4999784861494057,3.8063563056542247,1.069422394626107,Iris-versicolor
+91,4.909250746963788,2.3984764232621116,3.456429909914388,1.008813047345448,Iris-versicolor
+92,5.211188624501268,3.3959355231860195,1.3861860569350637,0.20101734927184248,Iris-setosa
+93,5.970287143329348,2.6958498059023186,5.059295511140637,1.5488808812379034,Iris-versicolor
+94,6.170701137267917,2.818423775021815,4.671064878778347,1.2138288713519991,Iris-versicolor
+95,6.018266974670962,2.6878838995467693,5.0368560054214555,1.5869040490229172,Iris-versicolor
+96,6.264831965101407,3.0,4.531788498368294,1.4190323919477743,Iris-versicolor
+97,5.975237608428982,2.209549852195065,5.055509359353922,1.4958030832424467,Iris-virginica
+98,4.597879580032324,3.6040446586851673,1.0000004014516473,0.18726878457615492,Iris-setosa
+99,5.243682239064375,2.6002394901379415,3.7477815090628286,1.3295872730602012,Iris-versicolor
+100,5.709727506397931,2.8397623784352857,4.423233368921121,1.3012290739694596,Iris-versicolor
+101,5.500082933771118,2.4699303162913266,3.8083008740763877,1.0739943544599506,Iris-versicolor
+102,5.588816837558785,3.0,4.493083702620809,1.4934278638050589,Iris-versicolor
+103,6.639198665834182,3.0,4.457267096075143,1.421897897608037,Iris-versicolor
+104,5.990161970396585,2.7939737166171446,4.6248139416014,1.215351501225834,Iris-versicolor
+105,5.780315954241505,2.7517622465362193,5.097404148368339,1.8885079520498445,Iris-virginica
+106,4.4,2.9217494808467452,1.3915136263117769,0.19339733434223572,Iris-setosa
+107,5.084786436020355,3.798268343088797,1.4984653054230046,0.19906825448378396,Iris-setosa
+108,5.800750110828611,2.6812295647208004,4.047934635753164,1.0691808069572735,Iris-versicolor
+109,5.418424290560023,3.405161020476237,1.498880258972227,0.4177380146622885,Iris-setosa
+110,5.390039996518518,3.4190946530485538,1.4957555205402215,0.3641474575124792,Iris-setosa
+111,7.712908052856995,2.60795592464018,6.9,2.2954058823274575,Iris-virginica
+112,6.012628876826198,2.9049811104478787,4.504294523889182,1.4961153226528974,Iris-versicolor
+113,5.49491166007162,2.594942443334771,4.405601183442484,1.2081622562918906,Iris-versicolor
+114,4.781287198949105,3.0,1.4008934444786951,0.33255539604413364,Iris-setosa
+115,4.4,2.863406685671513,1.400512950947917,0.20002042979635296,Iris-setosa
+116,5.216097869555847,3.4075781692280227,1.398423497718622,0.20315234255656345,Iris-setosa
+117,6.702003005838766,2.510903414851482,5.781991048229243,1.7753253705580392,Iris-virginica
+118,6.077025205223469,2.6105219823574886,5.5896508375231555,1.4048683419819363,Iris-virginica
+119,5.3126620149713,3.6926530364637817,1.5033716929390888,0.2011142357027058,Iris-setosa

iris/tab_ddpm/7_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