a

iris/tab_ddpm/8_4/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.701665919809825,2.650855311704376,6.899998064482977,2.282999987897121,Iris-virginica
+1,5.795631703511794,2.6895800168834505,5.106280963191245,1.8826177283891954,Iris-virginica
+2,6.026633962796641,2.8182273755211833,4.581812566839614,1.2907280022557739,Iris-versicolor
+3,6.522868151937477,3.0,5.807438766170123,2.2014583518168456,Iris-virginica
+4,5.453416639795774,3.0,4.495149114315979,1.4886119548980765,Iris-versicolor
+5,5.789001035754373,2.704241573600739,5.0836752877591715,1.8861281620785488,Iris-virginica
+6,5.180335773269835,3.5409598142862966,1.4357215878613112,0.20085571313855113,Iris-setosa
+7,6.003533732189089,2.2064612219484623,3.9797584088275086,1.00278587070947,Iris-versicolor
+8,6.937270802897747,2.8081125836574286,4.817276557586283,1.4102570633564497,Iris-versicolor
+9,5.067899802794014,3.495646603868979,1.3892960424781775,0.19746198207186924,Iris-setosa
+10,5.5284466993763415,3.0,4.250794112913962,1.3722376146300388,Iris-versicolor
+11,5.325030824498987,3.7273926509576403,1.5037801044282222,0.1979381996189175,Iris-setosa
+12,5.593135807293485,2.6441039035084137,4.436269892392512,1.2394668055500582,Iris-versicolor
+13,5.2737999628483525,2.3995917578831385,3.647344066827709,0.9725863236801171,Iris-versicolor
+14,5.522388893735036,2.3968304489878633,3.6525511380499402,1.0001862301018662,Iris-versicolor
+15,6.551352408195601,3.0,4.401975855943455,1.393253730828347,Iris-versicolor
+16,5.518709835972737,2.635287336546308,4.425447196769046,1.230957960850171,Iris-versicolor
+17,5.522851771768348,4.2,1.419257368650124,0.2023790766576468,Iris-setosa
+18,4.930869890172607,2.3935798713378373,3.4116902374342626,0.9986113885875347,Iris-versicolor
+19,7.674901406383983,2.797424639998484,6.680604910106734,1.9898655799975753,Iris-virginica
+20,5.344685704307728,3.3895053712310963,1.4964928881518265,0.39944444163836934,Iris-setosa
+21,5.626905381670142,2.7221594587387483,4.465808785428181,1.2707242524474225,Iris-versicolor
+22,4.976766293323183,3.4113530363642206,1.569780980405629,0.364264987866818,Iris-setosa
+23,5.943252343310963,2.227416599093224,3.9987588591873418,1.0142117852054937,Iris-versicolor
+24,5.027357863314942,3.0,1.6881050332399354,0.19836959808703142,Iris-setosa
+25,5.879938875869392,3.1679636064567296,4.7743714764517104,1.760767309002525,Iris-versicolor
+26,5.88871196443952,3.1759001178801367,4.760655455367225,1.7558620396203237,Iris-versicolor
+27,5.690313884504385,2.9172333636599417,4.10723706919664,1.2946048947501656,Iris-versicolor
+28,6.139597258881922,3.3958919961103864,5.352398668888439,2.3163844904053565,Iris-virginica
+29,4.611352401204334,3.558503367205154,1.0000005918491413,0.2011221754541091,Iris-setosa
+30,7.288120232279407,2.9219846653293526,6.309854960951959,1.8112318145322304,Iris-virginica
+31,5.935825230047498,2.779994212585933,4.613047476895803,1.219914918340063,Iris-versicolor
+32,4.784673437227868,3.0,1.38973268441839,0.36817797215436937,Iris-setosa
+33,5.349842013727991,3.3879946670189356,1.5241909433351306,0.30047495237168786,Iris-setosa
+34,5.0294977574028135,2.000000483806362,3.6205647529390848,0.8592893813492708,Iris-versicolor
+35,7.899998863516716,3.817156259655682,6.381351490161255,1.9775521753104583,Iris-virginica
+36,6.822338333844326,2.8045388380523284,4.799204053710922,1.407760722159441,Iris-versicolor
+37,5.028978434082028,2.0000004642611944,3.6446229457035604,1.0157039416228322,Iris-versicolor
+38,6.497461383250765,3.2016461888129184,5.075097449122983,2.003192718509176,Iris-virginica
+39,5.98360419284836,3.4060185141796158,4.483753996334386,1.6115098624941853,Iris-versicolor
+40,4.811677026668996,3.4108723196910864,1.6717338193351845,0.2017670607225475,Iris-setosa
+41,5.086870836454094,3.2999717586210506,1.6082482897691863,0.4631306983023462,Iris-setosa
+42,6.899726638665511,3.086317114181549,5.111762198876231,2.297349553137726,Iris-virginica
+43,6.021756338868681,3.4063961833831478,4.470795720818222,1.5819882962721479,Iris-versicolor
+44,6.322068704539516,3.2707565344107095,4.720078418623496,1.5935501518422095,Iris-versicolor
+45,5.71491183357834,2.8492233478556575,4.255822447950803,1.292064608302714,Iris-versicolor
+46,7.692193081303179,2.5868568153878324,6.9,2.293989730583359,Iris-virginica
+47,4.774680033875753,3.0,1.3907905755418195,0.10000009672795725,Iris-setosa
+48,5.9399762274240375,3.0,5.104576262409286,1.8039202838692627,Iris-virginica
+49,6.669666527869254,3.2945551435961504,5.612585140790094,2.078542616185631,Iris-virginica
+50,7.691646341122729,2.5613243833637873,6.9,2.2930785907998685,Iris-virginica
+51,5.002208816533906,3.394832440322327,1.6758128814941728,0.401578303696467,Iris-setosa
+52,4.400000521040124,3.177880483074953,1.3035477360686687,0.1930585577791678,Iris-setosa
+53,6.49742158303315,3.0,5.780647827765075,2.1897136994081143,Iris-virginica
+54,7.600763646877772,3.0,6.606823188575169,2.0997543034107955,Iris-virginica
+55,5.476752259375059,3.0,4.51896792661472,1.4845013408288548,Iris-versicolor
+56,4.980557748283424,2.0,3.4735673926186323,0.9573817755723841,Iris-versicolor
+57,7.6184846969371005,3.0,6.592449900872103,2.0914269117397866,Iris-virginica
+58,5.126840092010997,3.731075483882999,1.4755010560882533,0.4260491645918747,Iris-setosa
+59,5.7383259234953,2.832351727083442,4.519066300032497,1.3253896928803257,Iris-versicolor
+60,4.909267041233192,2.3861456441967652,3.1750543980544936,1.0194138075917745,Iris-versicolor
+61,4.805966410647881,3.4023421763570596,1.781432266167963,0.1995254992562937,Iris-setosa
+62,5.058188991708561,3.365562772598601,1.629527125320757,0.4343593602379005,Iris-setosa
+63,6.2093024803551735,3.399967189653947,5.382277717164152,2.3008662796842008,Iris-virginica
+64,5.964838019589569,2.8553527320877707,4.4763969933194865,1.4531791949255477,Iris-versicolor
+65,4.800256885037314,3.401523809421127,1.6035226298932974,0.19839725219005566,Iris-setosa
+66,5.510983007111591,2.4029088779643466,3.742688294333334,1.0052881988761262,Iris-versicolor
+67,6.212410219197119,3.4014384203340975,5.380692365227328,2.2975454372040462,Iris-virginica
+68,4.977713897782508,3.0,1.5451540019697847,0.20173711674022604,Iris-setosa
+69,6.299250143267825,2.487853674809614,5.004577619567595,1.8988291646564803,Iris-virginica
+70,6.2050711808883126,3.3926190531934015,5.438959398058393,2.299856149209647,Iris-virginica
+71,6.733183456036414,3.2694048171697796,5.7497389785156345,2.1768056727590164,Iris-virginica
+72,5.8693008325790395,3.2083419087229683,4.810465205916199,1.813929389509471,Iris-versicolor
+73,6.521315262644438,3.0,5.483898080286442,1.791158721297375,Iris-virginica
+74,4.5855943429002535,3.5716890147144147,1.000000533573098,0.19818727282329374,Iris-setosa
+75,4.989944145159425,3.383530487855624,1.5777552338448146,0.41401540257763786,Iris-setosa
+76,5.115919042266037,3.5080381001500704,1.3904696705582,0.19997940951834992,Iris-setosa
+77,4.492265875725319,2.2913471914341423,1.2948068895004212,0.29960195713791704,Iris-setosa
+78,5.525781359897864,2.3652997782900584,3.7412890413834194,0.9070541691593057,Iris-versicolor
+79,4.997521431272038,3.0,1.5760220642612193,0.20203959623197637,Iris-setosa
+80,4.499976944861205,2.292345015447424,1.3225719523393167,0.29918487739017446,Iris-setosa
+81,5.8891770025282675,3.2223077085724268,4.793378410842915,1.8046867085293457,Iris-versicolor
+82,4.999400183223635,2.0,3.58579981015064,1.0036441102975897,Iris-versicolor
+83,5.269869131818139,3.407202362633141,1.464584328843609,0.20973167630244635,Iris-setosa
+84,5.95503679866272,3.197463431417609,4.787225750951505,1.7753081327534306,Iris-versicolor
+85,5.693812224149174,3.0,4.205495932858082,1.2004505439952742,Iris-versicolor
+86,5.494565507913365,2.3937176683206323,3.71275480706722,1.016809864260953,Iris-versicolor
+87,6.704585473353939,3.0,5.0101332827558345,1.7056683534083237,Iris-versicolor
+88,6.706081133898982,3.0989209492067338,4.729993547331545,1.508729054465835,Iris-versicolor
+89,5.421261093412468,3.4164483681164888,1.6419510442402956,0.20085278904089532,Iris-setosa
+90,6.279642610897017,3.3017989300519863,4.670905814138234,1.5825795331223789,Iris-versicolor
+91,6.189558546765028,3.38419608212003,5.42758502946844,2.3004710845815683,Iris-virginica
+92,7.02521953106184,3.0,5.8404775142595104,2.121457207435098,Iris-virginica
+93,5.371894221386184,3.3969343498587414,1.6453183761785382,0.2047203983191535,Iris-setosa
+94,6.576225927552875,3.12129996864639,5.545919435814803,1.9786011750556456,Iris-virginica
+95,4.400000589306774,3.2224257552648963,1.2998552595770188,0.19998302730647105,Iris-setosa
+96,4.8309928691643,3.0,1.4383421292660863,0.10000009708908317,Iris-setosa
+97,4.891439033789376,3.0761697381377866,1.4836534623005853,0.1,Iris-setosa
+98,5.718491371857649,2.8887388368890417,4.212951118688468,1.305586106983149,Iris-versicolor
+99,5.998315120081912,2.8965016952339258,4.505475527755595,1.4841329365843068,Iris-versicolor
+100,5.09548324464845,3.7333512231381665,1.4951614971988185,0.41874554017471327,Iris-setosa
+101,5.806409399499198,2.70246516581039,5.106194358326369,1.8920533043006393,Iris-virginica
+102,5.600727164073455,3.0,4.118708415345725,1.32462215459761,Iris-versicolor
+103,5.293696566469429,2.414870950484225,3.6227890664311424,1.002909002636111,Iris-versicolor
+104,6.510341251529116,3.0,4.38350637892515,1.3914709229859326,Iris-versicolor
+105,7.709516123701615,2.7851037678222124,6.706838745359521,2.003295563707667,Iris-virginica
+106,5.915332890377947,3.2074352739914995,4.789731828744559,1.7819335174669209,Iris-versicolor
+107,7.201818624721428,3.0,6.019046311691948,2.0899786331940406,Iris-virginica
+108,7.600420315017065,2.814928828555498,6.654424385012525,1.943547296956805,Iris-virginica
+109,4.4000006622551435,3.181313757292274,1.3316020228462642,0.2009315663400818,Iris-setosa
+110,7.899998508282411,3.7819844152551667,6.395002383085599,1.993030205651594,Iris-virginica
+111,6.113488308666488,2.8101933824932765,4.713671503312076,1.2000336064045787,Iris-versicolor
+112,6.667997052610437,3.1052484969233665,4.732175119727064,1.5236229418700584,Iris-versicolor
+113,4.908284175444817,3.112436287516471,1.5116863616453626,0.1,Iris-setosa
+114,6.6926474705617,3.0964321105967048,4.707140840869782,1.5016454729454138,Iris-versicolor
+115,4.817616454714027,3.3822048251449885,1.8641198485218784,0.19898226504869126,Iris-setosa
+116,5.66833068726538,2.964883915755766,4.17600057191872,1.313321193981061,Iris-versicolor
+117,6.710314921430083,3.0,4.984442544300315,1.712539712857183,Iris-versicolor
+118,6.488188136861989,3.0,5.803447487972322,2.180909603826069,Iris-virginica
+119,5.005951514941141,3.6329430980776403,1.3793068399613213,0.20291125068801918,Iris-setosa

iris/tab_ddpm/8_4/0/test.csv

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

iris/tab_ddpm/8_4/0/train.csv

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

iris/tab_ddpm/8_4/0/val.csv

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

iris/tab_ddpm/8_4/1/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.897179673317334,3.0,1.4063518067947844,0.2007810601845714,Iris-setosa
+1,4.805651920702492,3.0,1.4033330237523847,0.2973234744613475,Iris-setosa
+2,4.887309339287204,3.089016882926327,1.490101966625971,0.10000011549565523,Iris-setosa
+3,5.508962266372209,4.199999223214015,1.4003632523270042,0.1995500183453905,Iris-setosa
+4,5.687917169193123,2.8914096483400464,4.108003482550139,1.2998422535949339,Iris-versicolor
+5,4.897755495000922,3.0,1.3812841538814473,0.2015725958158863,Iris-setosa
+6,5.562865592559856,2.6427717801423074,4.429444695980572,1.2603855219633706,Iris-versicolor
+7,5.80037712093338,2.71188948277134,5.113710503218045,1.895022339506849,Iris-virginica
+8,6.044718952484639,3.395994180955936,4.514030960222747,1.5953658439642449,Iris-versicolor
+9,4.873142861767824,2.422423700010669,3.183886463603425,0.9361820302287647,Iris-versicolor
+10,6.662285438785334,3.088554334230614,4.688230079459474,1.478294674621825,Iris-versicolor
+11,5.572243203499131,2.994418100279236,3.7929127986852724,1.2934510519264069,Iris-versicolor
+12,7.334315184388956,2.8895395428118236,6.3244841202035955,1.8014569234797106,Iris-virginica
+13,6.6884012744801575,3.0,4.999027348938342,1.7133402210013988,Iris-versicolor
+14,4.899873971482352,3.0,1.3952689376896557,0.20201762222681235,Iris-setosa
+15,4.400000522126757,3.18870312113683,1.2972595154341966,0.18943653950881742,Iris-setosa
+16,5.009366736626926,2.0000005309888986,3.4616731219304935,1.0182994371424,Iris-versicolor
+17,5.024930189641458,3.0,1.6839878924700697,0.20243042394644328,Iris-setosa
+18,6.117899650071163,2.8052195002134326,4.701702553409521,1.2191233537717472,Iris-versicolor
+19,6.484519008762043,3.202342768602476,5.149343595580004,1.9989510129552392,Iris-virginica
+20,7.597113918659386,3.0,6.5877038191447435,2.088772098224668,Iris-virginica
+21,6.724669627481458,3.270154711657721,5.70050542457902,2.5,Iris-virginica
+22,7.699351026389817,2.5925204896313208,6.899998942108299,2.3092829416691543,Iris-virginica
+23,6.551467280279921,3.0,5.558131018012375,1.8032829245052637,Iris-virginica
+24,6.492880786890691,3.0,5.789626458811364,2.1984432985570788,Iris-virginica
+25,4.908841161806324,3.0,1.418983883359683,0.20082617623247864,Iris-setosa
+26,5.06437133308051,3.5103675493557422,1.4004494646851036,0.20587275071899122,Iris-setosa
+27,6.993736314229606,3.106680430997151,5.9388090986696564,2.2232778437188454,Iris-virginica
+28,7.899998874464513,3.8241945180634174,6.433914855657004,1.9955080308311275,Iris-virginica
+29,5.888707871143933,3.1908982907680334,4.799133642113153,1.8210270134868838,Iris-versicolor
+30,6.106201119289275,2.8166055095705467,4.667327018786646,1.204532328898497,Iris-versicolor
+31,5.7406279464798065,2.767979263321615,4.27738369959601,1.1672623681305885,Iris-versicolor
+32,6.726371648001037,2.5044220144322464,5.796256381561573,1.8043186281509733,Iris-virginica
+33,7.595096296554299,3.0,6.603249306947805,2.0889492505104217,Iris-virginica
+34,6.715034189828559,3.303034010964412,5.7346961782992985,2.118187332148084,Iris-virginica
+35,5.394452494484178,3.8831964147610423,1.3160066030851065,0.3654744575337245,Iris-setosa
+36,6.459138844445919,2.9738745361913272,5.383639796481098,1.7911027679795417,Iris-virginica
+37,5.378738187639397,3.8893562394307812,1.3014559194051296,0.4511539067538218,Iris-setosa
+38,6.241458923216407,3.2964130561210867,4.666720669605981,1.589587127069317,Iris-versicolor
+39,4.579372605041295,3.621867603985501,1.0,0.19397287567441968,Iris-setosa
+40,5.125862424680484,3.499473491221911,1.3807645013867798,0.196477542964117,Iris-setosa
+41,4.783187372756528,3.0,1.4061489087189822,0.1000001145524304,Iris-setosa
+42,5.982009555222959,2.8872800087206567,4.504800026325257,1.4603376994098898,Iris-versicolor
+43,6.7906672752007795,2.7878322467235943,4.7886849126717586,1.4026923488301346,Iris-versicolor
+44,5.804922725401315,2.6980371398326572,4.0481718919201,0.9645612356726707,Iris-versicolor
+45,5.696282059630031,3.7930513578140617,1.7651966078345622,0.29655700629503523,Iris-setosa
+46,6.236148563441459,3.3927683002723725,5.4041449332916836,2.3011591033349315,Iris-virginica
+47,6.2184666032898575,2.189100273386719,4.478815403274796,1.4973870505653861,Iris-versicolor
+48,5.989521631690156,3.400202472668896,4.5087502117270075,1.5919954087009396,Iris-versicolor
+49,5.189409983170135,3.3986825851977063,1.386561480889719,0.19878801780521888,Iris-setosa
+50,5.8865528555738695,3.1914633941228843,4.812540088641686,1.8006105563992345,Iris-versicolor
+51,4.998340678842772,3.0,1.5739141469571325,0.19864039612892592,Iris-setosa
+52,5.690792776473479,2.881341322298082,4.12313191635369,1.2995655904850232,Iris-versicolor
+53,6.511167100972489,3.0,5.493165909581999,1.8121604598421777,Iris-virginica
+54,6.2397688390334585,3.265581468624157,5.472417424112115,2.2968681069419823,Iris-virginica
+55,4.994474653357729,3.3936373678826635,1.5736260804710651,0.3903494917183065,Iris-setosa
+56,6.517792517834686,3.2303848143582954,5.2016318347445925,2.023482460027034,Iris-virginica
+57,5.669815305952199,3.0,4.208610453660227,1.2149150060500316,Iris-versicolor
+58,6.406903455398829,2.9980815255102016,5.524266950652624,1.811294438186071,Iris-virginica
+59,5.38717147138324,3.3940867037649904,1.654026440223095,0.20197510204024083,Iris-setosa
+60,5.756136899050561,2.8226931212393103,4.235183236515661,1.1727537392217038,Iris-versicolor
+61,6.9085923832557485,3.085337992445602,5.117779254890952,2.3027655681939496,Iris-virginica
+62,4.807450071340962,3.3967657367092468,1.9257314993503807,0.19969186554945265,Iris-setosa
+63,4.789695639696839,3.3892186623502676,2.0977007141941297,0.20310811497217907,Iris-setosa
+64,4.4,3.2024145330711837,1.3173726798413679,0.19473450005262705,Iris-setosa
+65,5.5164157704083525,3.0,4.516749535217602,1.4912803097271745,Iris-versicolor
+66,5.529025415929818,2.4076348641788043,3.740690383290006,1.0126206380408869,Iris-versicolor
+67,4.882881556958054,2.388142329039357,3.239961318913909,0.9772283606373593,Iris-versicolor
+68,4.915959388810229,2.388035005157112,3.2420780054117033,0.910154734324397,Iris-versicolor
+69,4.892540967388263,3.0,1.4023254489723356,0.1987745456438728,Iris-setosa
+70,5.220267984398752,3.251851768983819,1.8853787579008354,0.20352412701033692,Iris-setosa
+71,5.706058863387312,2.608386953388558,4.035689657779154,1.0609538563879213,Iris-versicolor
+72,5.110294536904688,3.299995351915493,1.6543484603281962,0.5079082267050976,Iris-setosa
+73,5.498132617937355,3.0,4.508174719033678,1.4946447356064594,Iris-versicolor
+74,5.536151860918035,2.4212203382205106,3.7171153020718553,1.0075743509655664,Iris-versicolor
+75,5.598120699548925,2.9227915715266337,3.7460924989808366,1.3069923107972503,Iris-versicolor
+76,4.909260777684691,2.4084769811687794,3.3124495484457537,1.010500847564355,Iris-versicolor
+77,4.4,3.1952752429908986,1.3247063886411916,0.19811794093821783,Iris-setosa
+78,4.888862231916904,2.4045789268482314,3.220562181862883,0.9683384322312167,Iris-versicolor
+79,7.698791245032653,2.6011882851620043,6.9,2.309512463359194,Iris-virginica
+80,5.095643675736068,3.518522452992782,1.4153412466885833,0.2088724549688497,Iris-setosa
+81,5.180101433737297,3.388438156252839,1.3889308059805145,0.19979555983499842,Iris-setosa
+82,6.6842812428611165,3.300995033605313,5.675165167267254,2.4999995636584913,Iris-virginica
+83,5.98774759487628,3.3798910695451028,4.493874226424231,1.5708808064343014,Iris-versicolor
+84,6.699797033226471,3.2853569217367715,5.686083266635292,2.5,Iris-virginica
+85,7.690096566362461,2.630949988492539,6.899998451528873,2.291098543527521,Iris-virginica
+86,7.8999988908765815,3.8042376055419913,6.37723546079169,1.995779246974509,Iris-virginica
+87,7.701022518901069,2.794933073570257,6.7168387787323685,1.9915909038568198,Iris-virginica
+88,6.338568014685119,2.927734117289376,5.60311462386827,1.7979897539372396,Iris-virginica
+89,4.4,3.2318870224394853,1.2868000788089746,0.1970909065074447,Iris-setosa
+90,6.2970023328919895,2.5040257563105612,5.00812647561716,1.8993709999870556,Iris-virginica
+91,6.212025790511364,3.342594580812929,4.626119531878751,1.5988765570045167,Iris-versicolor
+92,6.115819589700397,2.8030291742565168,4.691624935872693,1.2253759501087749,Iris-versicolor
+93,6.418847302686127,2.8967120069934182,4.2823794289684125,1.3026756383544238,Iris-versicolor
+94,6.6883856130519455,2.5050561732097507,5.781432829805624,1.8001648559821768,Iris-virginica
+95,5.459803569450153,3.0,4.497385663500607,1.4878222354200368,Iris-versicolor
+96,5.120011414950747,3.4955697769727667,1.3885254688607447,0.19821484057671496,Iris-setosa
+97,6.252722333993854,3.3742504335050305,5.452564928578031,2.3057967908785826,Iris-virginica
+98,6.491035061295767,3.2036051443041296,5.14030077114304,2.000611045206868,Iris-virginica
+99,7.671996178762306,2.803178212973913,6.679290835529219,1.9860093658553892,Iris-virginica
+100,7.7187034557533964,2.60568244627221,6.9,2.287924568954404,Iris-virginica
+101,5.991546736333865,3.3972636679651664,4.525120544850994,1.5834678720242608,Iris-versicolor
+102,5.5367986540313145,3.0,4.486967436501406,1.4761875411363634,Iris-versicolor
+103,5.575832651086287,2.934945472265986,3.628570415105928,1.2959593711024617,Iris-versicolor
+104,6.450380680571041,2.9184039644040642,4.309948446879655,1.3216677657894444,Iris-versicolor
+105,5.684438592765814,3.0,4.188977499867718,1.2520566616791071,Iris-versicolor
+106,5.6683780954207625,2.8158504570151557,4.424595686214935,1.2883942112077778,Iris-versicolor
+107,5.6202840297424395,2.976419114905708,3.8933067775348627,1.3084165651531574,Iris-versicolor
+108,6.523547454453435,3.0,5.491196100981607,1.815436287379668,Iris-virginica
+109,5.775372298884955,2.7178254266779853,4.158492417375671,1.0086218892897527,Iris-versicolor
+110,5.7907173538162695,2.7066741514377073,5.09958460264079,1.9024684627335142,Iris-virginica
+111,6.812360789923896,3.194234346017562,5.894130512048165,2.2991852442249248,Iris-virginica
+112,6.282167513623897,2.502480881422322,4.989973769757931,1.878474354972496,Iris-virginica
+113,4.771348524109211,3.0,1.3637537030971665,0.1,Iris-setosa
+114,4.627252358518999,3.1949479074975558,1.4127058954367941,0.20055454535469755,Iris-setosa
+115,4.892576857798025,3.104810924148904,1.5113702773823743,0.1,Iris-setosa
+116,6.498251915916321,3.0,5.792375780889029,2.194133471203409,Iris-virginica
+117,6.395445599055369,2.879938517241227,4.307969682841962,1.2731992193203818,Iris-versicolor
+118,5.692944640930146,3.8038197048062603,1.5749151754441832,0.3221567208169105,Iris-setosa
+119,6.2994363750145865,3.2873568805988427,4.690919222840722,1.5886619686703287,Iris-versicolor

iris/tab_ddpm/8_4/1/test.csv

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

iris/tab_ddpm/8_4/1/train.csv

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

iris/tab_ddpm/8_4/1/val.csv

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

iris/tab_ddpm/8_4/10/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.586123133613229,2.643926186218852,4.415550964079252,1.2372067332370462,Iris-versicolor
+1,5.016025324873231,2.000000537126692,3.6868110978145405,1.0261461410670052,Iris-versicolor
+2,5.883485611573228,2.8576210180100796,5.192003738455778,1.8531796306986896,Iris-virginica
+3,6.006071174355015,3.399413637168211,4.488139983820403,1.5942350485955497,Iris-versicolor
+4,6.703972762595153,3.294833274648467,5.715552156524076,2.499999611998389,Iris-virginica
+5,5.675136445722499,3.0,4.185054143167596,1.2488377252263798,Iris-versicolor
+6,4.88068772054788,2.424908711747359,3.0793600422055647,0.892379007088967,Iris-versicolor
+7,6.290925267292541,2.3172554860474346,4.390974186854449,1.295676430142617,Iris-versicolor
+8,6.785155926301575,2.822871792272993,4.764396973484175,1.4192188059112292,Iris-versicolor
+9,7.644835532815115,2.592827801269829,6.899998614166074,2.292490864531336,Iris-virginica
+10,5.0161344882723,2.0,3.59231347724377,0.9635864207516782,Iris-versicolor
+11,5.93740030288647,3.1923300694643446,4.779608151492609,1.8135236816274602,Iris-versicolor
+12,4.837932946497755,3.3325839854496344,1.7564657699610757,0.20364027865429787,Iris-setosa
+13,7.709714100925683,2.611002861525731,6.9,2.3025776673661524,Iris-virginica
+14,5.095987047798517,3.715447254440453,1.4624524827403356,0.38165588022306063,Iris-setosa
+15,5.533322545998437,2.4178278456509577,3.7884109605593546,1.0510878372735153,Iris-versicolor
+16,5.11451441968177,3.5283283159221552,1.462885684817027,0.20250834020316838,Iris-setosa
+17,7.601895868368808,3.0,6.633891484305659,2.0863183242590746,Iris-virginica
+18,5.601267188187173,3.0,4.067150183500379,1.299982039422794,Iris-versicolor
+19,5.970656542950467,3.4079094497862643,4.489023801775977,1.5875815731277274,Iris-versicolor
+20,5.032690564454389,3.3623409256818038,1.5704802390233206,0.4400315630310859,Iris-setosa
+21,4.4000005162489275,3.196680236953515,1.3230395095677627,0.19725812512498941,Iris-setosa
+22,6.107504876706539,3.0,4.603486161733311,1.4097683894912572,Iris-versicolor
+23,5.885425728564876,3.2019775124435386,4.801785703662369,1.79008834841992,Iris-versicolor
+24,6.893613495544496,3.129704628620093,5.121211400090718,2.2876991704558147,Iris-virginica
+25,6.207833693299398,3.3831495597089,5.409801456226091,2.2963618254881473,Iris-virginica
+26,4.80608732911365,3.0,1.3958408399903035,0.10000012070681583,Iris-setosa
+27,7.9,3.7752477708265886,6.34160524460667,1.9662145361550882,Iris-virginica
+28,5.387945539514765,3.410595794503827,1.4956988658380896,0.45687466345613914,Iris-setosa
+29,7.492869996657705,2.859848048179635,6.4491215229605805,1.8532496376233958,Iris-virginica
+30,4.492713148267588,2.296663349195074,1.3029548535433397,0.2998926564147336,Iris-setosa
+31,6.708936872367363,3.005423581557689,4.86409217777447,1.6171871077108826,Iris-versicolor
+32,6.304367831846603,2.707988339156019,4.898406153090622,1.7799003737303571,Iris-virginica
+33,7.7038243098527355,2.7941288935121498,6.70253338528946,1.9989938872690831,Iris-virginica
+34,5.022172677055658,3.600119941876258,1.4045008046930167,0.2030912319553454,Iris-setosa
+35,6.200910844174181,3.4062715744885987,5.409246675092127,2.312621881152645,Iris-virginica
+36,5.981839859520988,3.4055765922235097,4.514723969302163,1.617681406605972,Iris-versicolor
+37,5.125950094843348,3.311906688995352,1.6367446441281168,0.4833508176575118,Iris-setosa
+38,5.4069024300477,3.3931812559684422,1.7097332429545222,0.20220449801701704,Iris-setosa
+39,5.501420502559241,2.577637097764849,4.329569143689913,1.1654808798773604,Iris-versicolor
+40,5.742817267408128,2.9048262093585873,4.245173828646235,1.2805511558471103,Iris-versicolor
+41,6.686247752392601,3.2877121822618314,5.68405145765287,2.0943467255837644,Iris-virginica
+42,6.70742108769718,3.0,4.996192535860516,1.7103005223319172,Iris-versicolor
+43,5.787269651159997,2.8001062185423993,5.080673608567386,2.407323673922152,Iris-virginica
+44,5.41039676114886,3.9115224982172085,1.3269511332161603,0.38248182571109485,Iris-setosa
+45,5.006200523219225,2.000000694521077,3.450972953420105,1.0058288572467315,Iris-versicolor
+46,5.123659541971753,3.693175817131327,1.503441469844384,0.458198203653167,Iris-setosa
+47,5.30460993647843,3.7188507876055694,1.5069509003417674,0.20301225637593698,Iris-setosa
+48,5.788996004257233,2.6641550194388506,4.091794606468946,0.9749429430191479,Iris-versicolor
+49,6.288034134281603,3.062501871244181,5.080904672807137,1.8752506696782838,Iris-virginica
+50,5.813466081577959,2.709047204302387,5.126391639308992,1.88687987580126,Iris-virginica
+51,6.246683789491656,2.1824509016065674,4.457564263975067,1.4881420443298154,Iris-versicolor
+52,5.568285504880576,3.0,4.433047092548929,1.4383968012887567,Iris-versicolor
+53,6.31315530721602,2.2882505595225395,4.389873655428514,1.3030837809259892,Iris-versicolor
+54,5.763484978269896,2.805070608207153,4.55004346294688,1.289533106580682,Iris-versicolor
+55,5.806882334855293,2.7031077001273722,5.094000614120764,1.9036228040578294,Iris-virginica
+56,5.886818065469941,3.18875368652764,4.792027989073625,1.7889402102442633,Iris-versicolor
+57,4.993988002932311,2.0000005601156814,3.4956055330698206,0.9388080588655825,Iris-versicolor
+58,5.798458647336934,2.796513393515754,5.141685502176693,2.378239966586011,Iris-virginica
+59,6.498278250518527,3.0,5.797424424845126,2.203525832564995,Iris-virginica
+60,6.162202828371658,2.1963522617815645,4.480192129263307,1.4979826826108997,Iris-versicolor
+61,6.332191548080957,2.4907610246963214,5.037337931128732,1.8900541513892244,Iris-virginica
+62,5.875465023615757,3.0,5.120711011823083,1.8023112841697122,Iris-virginica
+63,6.2897698804278095,2.6995145386583443,4.884867761766972,1.8000861441284397,Iris-virginica
+64,5.463299344698911,3.0,4.496874195897862,1.4875812684033867,Iris-versicolor
+65,5.570449428837528,2.4963745345352426,3.8645999306393573,1.114720287077972,Iris-versicolor
+66,5.531143930321381,3.7948701730248167,1.5525066925507498,0.29354070497153434,Iris-setosa
+67,6.302954863445087,2.30872627752115,4.428862145894515,1.3071953726943049,Iris-versicolor
+68,5.021153719969924,3.366437320508563,1.698776577232783,0.441623631484468,Iris-setosa
+69,7.267713264189757,2.917429298346714,6.247395918991916,1.8231920547636942,Iris-virginica
+70,7.693896847711895,2.7921219153208767,6.693065479575721,2.0126353290217027,Iris-virginica
+71,6.582575985458351,3.0,4.397207280077758,1.3918882389559197,Iris-versicolor
+72,6.505642111939896,3.0,5.885804100110965,2.187833146378126,Iris-virginica
+73,5.5732181700539485,3.0,4.016623217061142,1.2955453019420236,Iris-versicolor
+74,4.804589351747562,3.405714810002002,1.6837218978198425,0.19747837390698658,Iris-setosa
+75,4.795518473698085,3.0,1.4086381810717865,0.3070183002457374,Iris-setosa
+76,5.216691833750699,3.405271918566178,1.3954128997406807,0.200615976177907,Iris-setosa
+77,4.981984390347989,3.0,1.8454392707004827,0.2000760379896443,Iris-setosa
+78,6.539800649336886,3.0,4.373736518801212,1.3734500221109205,Iris-versicolor
+79,4.400000523698412,3.2024908591299757,1.2634620011284885,0.1985563123046763,Iris-setosa
+80,4.9920262612842485,3.3945801817704733,1.580069731835834,0.4337554473661168,Iris-setosa
+81,5.674708402269392,3.0,4.049409946886113,1.2084230630512862,Iris-versicolor
+82,6.114028722526777,3.0,4.5888322820028735,1.4063088905148775,Iris-versicolor
+83,4.605521579715081,3.2091505048773845,1.3971622779145039,0.20274603935062482,Iris-setosa
+84,4.897138856851141,3.0,1.3932792264344818,0.21727156463481379,Iris-setosa
+85,5.013246563577211,3.611217609312662,1.3811669511481526,0.19920520450967766,Iris-setosa
+86,5.025900309251533,2.0,3.4400272094935964,1.0547347876352087,Iris-versicolor
+87,6.192309669673195,3.4153013104319756,5.427773633022302,2.3201870066845,Iris-virginica
+88,6.4370512646153895,2.98988077745351,5.481182790077355,1.7810044882807132,Iris-virginica
+89,5.071451203438823,3.351059456482806,1.5706759113069542,0.5115536236887255,Iris-setosa
+90,4.600081485822526,3.2221316682236125,1.4051074220815787,0.20183471588738455,Iris-setosa
+91,6.172426367828716,2.200925857390535,4.507192794929049,1.5040190333875705,Iris-versicolor
+92,5.011317589747414,2.0000004530171145,3.5099472527113957,1.0726489803003154,Iris-versicolor
+93,5.462067944363059,3.0,4.483559307053134,1.5084186437846048,Iris-versicolor
+94,7.899999009944365,3.800089471923878,6.4474301724630525,1.98883178234616,Iris-virginica
+95,7.615236112095149,3.0,6.617436820878039,2.1111954692785404,Iris-virginica
+96,4.818664450077657,3.393307615615764,1.910078458724635,0.20047031337379026,Iris-setosa
+97,7.697408958109149,2.6285947023731415,6.9,2.310517893256058,Iris-virginica
+98,7.0666919381785025,3.0,5.881047055125546,2.10524684565388,Iris-virginica
+99,5.548543443702447,2.452987848522354,3.749062417058313,1.0488108738399406,Iris-versicolor
+100,5.399906403687305,3.8753279171125103,1.2988178408833542,0.380917562013096,Iris-setosa
+101,7.603640002453287,3.0,6.591593282679089,2.094154276157089,Iris-virginica
+102,5.98097409982891,3.409322791472932,4.462520831043029,1.5899228903792026,Iris-versicolor
+103,6.69147158127159,3.0,4.9588208721966565,1.6930719480678984,Iris-versicolor
+104,5.4790184279477225,2.4245513842920525,3.780778804112304,1.025686456427164,Iris-versicolor
+105,5.785900230834315,2.7988683749765104,5.165304023552536,2.4037680259469068,Iris-virginica
+106,4.805703027203847,3.4008997360064397,1.663873782411833,0.2014924448340199,Iris-setosa
+107,7.717217828953163,2.8183147049337727,6.7026756825491765,2.0067135037785335,Iris-virginica
+108,4.583275724156041,3.6370174576932004,1.0,0.19728733578383056,Iris-setosa
+109,5.802685042310681,2.686946839174086,4.109632862845952,1.002254088426715,Iris-versicolor
+110,7.647472780292974,3.0,6.62982183803658,2.089013610998923,Iris-virginica
+111,4.787039277449181,3.4059531336103652,1.743822258539157,0.1999296731993143,Iris-setosa
+112,5.38068028221636,3.394049320755528,1.6132659099287412,0.20216018272397138,Iris-setosa
+113,4.902422426742306,3.0,1.417246160753428,0.20155204341284017,Iris-setosa
+114,6.693129795096817,3.0,4.972148645824318,1.691453645380899,Iris-versicolor
+115,5.7985216316441655,2.699262722918807,5.100854971835119,1.8998580145051707,Iris-virginica
+116,4.8161739799373455,3.3857990199755155,1.9384454336089783,0.1987517549918259,Iris-setosa
+117,6.701733799701256,3.0915389694129853,4.748758847833322,1.5513843002956897,Iris-versicolor
+118,4.897367454682683,3.0,1.4107694581119237,0.19780257300592985,Iris-setosa
+119,5.013534447115886,3.0,1.5695223839651167,0.2028918674977566,Iris-setosa

iris/tab_ddpm/8_4/10/test.csv

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

iris/tab_ddpm/8_4/10/train.csv

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

iris/tab_ddpm/8_4/10/val.csv

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

iris/tab_ddpm/8_4/11/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1030143941442025,3.2864889264535275,1.708703402647517,0.5231138662229375,Iris-setosa
+1,6.183433681678454,3.394411380499417,5.410161965326551,2.300953089599175,Iris-virginica
+2,6.782628716704644,2.7978698395651294,4.796787661703567,1.400471489452752,Iris-versicolor
+3,5.713799352104753,2.854272072865264,4.244910696176476,1.30392887593116,Iris-versicolor
+4,5.484471717722621,2.398158341066236,3.636145871495005,1.0249801859245056,Iris-versicolor
+5,4.904183317306992,3.1056133769247727,1.5089478699702794,0.10000012017066946,Iris-setosa
+6,4.796061894383351,3.0,1.4231993314331346,0.10000009804651298,Iris-setosa
+7,4.798870999843844,3.0,1.393625463836191,0.1,Iris-setosa
+8,5.801018716414221,2.7028122372412273,5.101932279422089,1.8887685838025448,Iris-virginica
+9,5.479031151324571,3.0,4.506826834099625,1.505331235370482,Iris-versicolor
+10,6.899728769228658,3.1398508356806576,5.807410235931816,2.2837885151586454,Iris-virginica
+11,4.914415579711651,2.4177271017393482,3.222319017347119,0.9902421382154087,Iris-versicolor
+12,7.409943151605831,2.992413225990795,6.382865953784942,2.040325895508129,Iris-virginica
+13,4.915767754876366,2.4117400602123853,3.364276825825433,0.9964275643272911,Iris-versicolor
+14,5.118904040814452,3.3201212917312706,1.6994727883461833,0.4948380984243439,Iris-setosa
+15,5.409196166406724,3.4132403155207007,1.8048942620457749,0.1996989106296675,Iris-setosa
+16,7.899998662439365,3.791986820905189,6.407401280618758,1.9992863019081644,Iris-virginica
+17,4.883882026546529,3.063804759256718,1.4789561897192804,0.10000009990475907,Iris-setosa
+18,5.8033285189329655,2.6937096677682764,5.105531436365096,1.9036907080403511,Iris-virginica
+19,5.968574700778128,3.390320510831296,4.50321326440457,1.6107765014122064,Iris-versicolor
+20,5.696008744361761,2.9178230363413613,4.129432474697916,1.2989271679687324,Iris-versicolor
+21,7.701153307534571,2.613907112230939,6.899998765734004,2.304984192307987,Iris-virginica
+22,6.695032085356853,3.2853229134332347,5.663084117212006,2.499999520204773,Iris-virginica
+23,6.676818934584283,3.3174616558584207,5.698233421779854,2.107499092950244,Iris-virginica
+24,5.495936382048219,3.0,4.505784531819079,1.5019315430797266,Iris-versicolor
+25,6.512976242137603,3.0,5.842865571183038,2.214957898779942,Iris-virginica
+26,6.002550570045421,2.2197081671540935,4.08626472850361,1.0625135602038311,Iris-versicolor
+27,7.899998899359488,3.829430190001211,6.3975726376483575,2.004652951986334,Iris-virginica
+28,4.994025753005671,3.0,1.5707480376427037,0.20081773014446136,Iris-setosa
+29,6.616145969303643,3.0,4.467436039214335,1.3938425071618221,Iris-versicolor
+30,6.117409926687742,2.2401645888217683,4.234998818854233,1.0979219769440816,Iris-versicolor
+31,6.689450797169438,3.0,5.014270835073996,1.7020792304420154,Iris-versicolor
+32,5.410699910973206,3.913789339080189,1.2778205481997358,0.40526091564053907,Iris-setosa
+33,5.3823808610789445,3.402270300545627,1.596625498490345,0.2014721016103825,Iris-setosa
+34,5.063243947646892,3.3100143500760173,1.6689130994515657,0.49086212786717537,Iris-setosa
+35,6.484180842037013,3.16671957911555,5.08845196334022,2.0077634259407158,Iris-virginica
+36,6.25713486234279,2.902661119120507,5.5713930575825374,1.797052981875587,Iris-virginica
+37,6.1130718990051625,2.806256665388541,4.691996919980535,1.2191794251085903,Iris-versicolor
+38,4.996166364362927,3.6079937527255033,1.4045046823563436,0.20460017805804318,Iris-setosa
+39,4.7962953084846145,3.3858647109669837,1.7681813366348722,0.20139529215660545,Iris-setosa
+40,5.5151203709042695,2.6486511336774146,4.42856973312096,1.231716898008398,Iris-versicolor
+41,6.696320119994606,3.3080311398379765,5.668193616606929,2.5,Iris-virginica
+42,5.655284424305499,2.5285859876396533,3.938131749185083,1.077157075106723,Iris-versicolor
+43,5.007622469872585,3.5899736577645496,1.4009471354080363,0.19829820738628723,Iris-setosa
+44,5.098260557053132,3.503738094374128,1.4066859035566799,0.1983940955969348,Iris-setosa
+45,5.538118112837015,2.3993755969316912,3.788569124524413,0.9253792946129173,Iris-versicolor
+46,4.863633354449136,3.0859440192043137,1.4770433623545827,0.10000010356715969,Iris-setosa
+47,4.8972001373048375,3.1126413852291823,1.5020792397867377,0.1,Iris-setosa
+48,4.4,3.206828880098499,1.2997769716196514,0.19782691850921105,Iris-setosa
+49,4.987405159552105,2.0,3.4418468976466006,0.9879145140223875,Iris-versicolor
+50,6.015455841338971,3.390065035956162,4.520402657838247,1.6088193696811415,Iris-versicolor
+51,5.095460509385029,3.504099729091594,1.407758287966483,0.20785797617230123,Iris-setosa
+52,6.888938626566225,3.1012304848411345,5.090468784932571,2.2994920956029747,Iris-virginica
+53,6.08717895383007,2.789426696283739,4.700927020921555,1.188841234048363,Iris-versicolor
+54,6.689317268908657,3.299886548909661,5.715544947602334,2.5,Iris-virginica
+55,6.701881448219764,2.5027871892799323,5.838589153360281,1.8080292933233506,Iris-virginica
+56,6.291265632453506,3.319364616376376,4.688575358877526,1.6006668313108185,Iris-versicolor
+57,4.4,3.1669292579772517,1.304872898600979,0.1901035100507823,Iris-setosa
+58,4.809462968513318,3.4163086122356177,1.9656020496718103,0.1979967324880329,Iris-setosa
+59,7.707712081985288,2.5807779728194222,6.9,2.2953336321031355,Iris-virginica
+60,5.998606595616593,3.392699200308698,4.490074461635609,1.6041098525614377,Iris-versicolor
+61,6.2176022404988815,2.225906693360585,4.4859295278156575,1.465166939662903,Iris-versicolor
+62,6.980068887096173,3.0980651770830425,5.086452011694986,2.309604056828511,Iris-virginica
+63,4.608464846696605,3.1895388511520926,1.4072603989668888,0.19573135625804114,Iris-setosa
+64,7.318485833989589,2.9031564724347643,6.257870567775983,1.8083128771663526,Iris-virginica
+65,6.1022406118997905,2.8060371432764653,4.696270172124927,1.1893170624886271,Iris-versicolor
+66,6.699447769919543,3.0,5.0044249105005605,1.7044936834041542,Iris-versicolor
+67,6.498293669443945,3.0,5.7638455327657425,2.1814228304650753,Iris-virginica
+68,5.0118724266776145,3.401191926255966,1.6707407440607447,0.438142994660841,Iris-setosa
+69,6.264464752057236,2.8909406084438514,5.586759629179214,1.7885961378769237,Iris-virginica
+70,6.69884507183953,3.271817319371977,5.680745350169211,2.5,Iris-virginica
+71,6.299593905566165,2.6943868671797544,4.8825947216657335,1.7797537859763537,Iris-virginica
+72,4.594770645354753,3.1860497723502434,1.3920922723288878,0.20113379138458182,Iris-setosa
+73,7.899998869601856,3.834388352280851,6.4011274517268415,2.001674870532404,Iris-virginica
+74,6.1089102737568135,2.8040413485522295,4.728501018234866,1.2066023281869267,Iris-versicolor
+75,5.810176621746934,2.787173138904614,5.0864453028569345,2.399934516160706,Iris-virginica
+76,5.507811602226458,4.2,1.3665668275876406,0.20701203359704412,Iris-setosa
+77,6.398634138294056,2.892283999907198,4.298623824695914,1.2910947365217669,Iris-versicolor
+78,6.68634690195584,3.0,4.989260653662775,1.7060749788800176,Iris-versicolor
+79,5.784245268098834,2.696888772279755,5.092368883969553,1.892931416382251,Iris-virginica
+80,5.135991896398249,3.1924830359186065,1.7163551253524612,0.20772728793154163,Iris-setosa
+81,6.035524181285466,2.881015023355313,4.532735369293757,1.4774002340333676,Iris-versicolor
+82,5.681730199849768,2.877844975910298,4.0825704251744455,1.3110284513517123,Iris-versicolor
+83,5.699305902387584,2.7907823156273586,4.483781455447561,1.2836079073091209,Iris-versicolor
+84,5.797936634423079,2.705686214714997,5.108494379887563,1.904041893639594,Iris-virginica
+85,4.907672283128863,3.0,1.4002871922783933,0.196681019634178,Iris-setosa
+86,6.284429271701286,2.715643565655315,4.880784808420584,1.7942868684224995,Iris-virginica
+87,5.090321726517553,3.66296445811135,1.49963636419319,0.4213171258784353,Iris-setosa
+88,4.988748352982307,2.000000526279792,3.4460942648698802,0.9692485483740558,Iris-versicolor
+89,5.898456934806893,3.1942564032545366,4.815873342190397,1.7790820661213482,Iris-versicolor
+90,5.500694248053169,4.2,1.3972716067237592,0.20477902167975684,Iris-setosa
+91,5.669693798091274,3.0,4.207151874704513,1.2201813765717207,Iris-versicolor
+92,4.76270811869925,3.3909276986395063,1.9182163982741636,0.20064214468946184,Iris-setosa
+93,5.094653663126218,3.715363807523887,1.5003234698223906,0.36308736678167325,Iris-setosa
+94,5.019285414565265,3.616007980711278,1.3871394894923026,0.19737572664966568,Iris-setosa
+95,5.814129395676388,2.799104742132947,5.151342605523933,2.402537782880823,Iris-virginica
+96,5.051231709292086,3.349258305879521,1.6565057003162975,0.47942979025875887,Iris-setosa
+97,6.307517349038546,2.4984644660460518,5.001575908389262,1.8953955239961777,Iris-virginica
+98,5.38382585558918,3.383926830687416,1.5775543920725204,0.19705020922500915,Iris-setosa
+99,5.79276534843707,2.8049291351855876,5.177374675715829,2.4023626056434493,Iris-virginica
+100,6.6836157021920855,3.0,4.993111704557043,1.6864296905466971,Iris-versicolor
+101,5.61804885372102,2.9007301968010575,3.737281933134413,1.295253418891655,Iris-versicolor
+102,5.456978370896257,2.5879149512692075,4.405170984323641,1.201005487166092,Iris-versicolor
+103,5.809804492055814,2.708616550181965,5.127676260921893,1.9038111328246337,Iris-virginica
+104,5.641373170959342,2.60884443674761,3.9599976507533414,1.139578833884322,Iris-versicolor
+105,4.998702684401254,3.181390808148459,1.5580693903011316,0.4081826885548367,Iris-setosa
+106,5.687439804833636,3.0,4.2080076350086735,1.2172737906102515,Iris-versicolor
+107,5.597975081454679,3.0,4.042307619507629,1.294933856562304,Iris-versicolor
+108,6.7226149651119655,2.499567784511439,5.893835960488729,1.8082945243920376,Iris-virginica
+109,5.015333501328984,2.0,3.5335852129597,1.0031329020745858,Iris-versicolor
+110,5.535161618122699,3.0,4.51065651799879,1.4700422538276752,Iris-versicolor
+111,6.808189185448362,2.8011200117040884,4.829455688419721,1.39910318546515,Iris-versicolor
+112,5.801490703774428,2.904130771828548,4.32986141782189,1.3489581950173284,Iris-versicolor
+113,7.9,3.7805201758183244,6.405068117831293,2.0197047690557164,Iris-virginica
+114,4.595793048231653,3.6488803081597485,1.0,0.1995766871665575,Iris-setosa
+115,7.667518835784205,2.9084220643498733,6.668124510687423,2.0481584263322934,Iris-virginica
+116,5.389322245202066,3.380709278575817,1.5030417065216732,0.4411130761215215,Iris-setosa
+117,6.702740919764251,2.49948912264046,5.799689363661247,1.802860398796427,Iris-virginica
+118,6.266939397322522,2.5503228430961347,4.984260652338148,1.882431051865074,Iris-virginica
+119,7.9,3.8284633305801394,6.364793145198073,2.0117088693861747,Iris-virginica

iris/tab_ddpm/8_4/11/test.csv

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

iris/tab_ddpm/8_4/11/train.csv

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

iris/tab_ddpm/8_4/11/val.csv

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

iris/tab_ddpm/8_4/12/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.524098479114878,3.1990283226553466,5.101477267132941,2.0164355920900707,Iris-virginica
+1,6.506134082110471,2.9732421826628608,4.368446653005004,1.3492114698207893,Iris-versicolor
+2,5.472875947689203,4.2,1.3838992001163182,0.19737122990134834,Iris-setosa
+3,5.002201583465083,3.0,1.6069482934512935,0.2029338084311795,Iris-setosa
+4,5.806169854617294,2.808693103178574,5.100079180715235,2.4001122310935292,Iris-virginica
+5,5.7239802125336015,2.7935189412866803,4.4941756082377875,1.2717379742966306,Iris-versicolor
+6,6.112045236605429,3.0,4.608069250088085,1.4207126291569427,Iris-versicolor
+7,5.788771462613839,2.707325157665626,4.107958247631354,0.9813967959150334,Iris-versicolor
+8,6.39995521797289,3.1520650201070493,5.0962049185602645,1.9814366031881188,Iris-virginica
+9,4.898281442497358,3.089607424664064,1.480323135328389,0.1,Iris-setosa
+10,4.796931005054008,3.397314976052264,1.8016616945641375,0.20066030757968917,Iris-setosa
+11,5.373893104047587,3.871375483753711,1.3068207207888343,0.4005451421589312,Iris-setosa
+12,7.64812300497727,2.901663575542545,6.659689969809218,2.0270191113736282,Iris-virginica
+13,6.024685871767575,2.2225060783272013,4.04821010735283,1.0609156812669667,Iris-versicolor
+14,5.430939883629329,3.0,4.491580339122078,1.4880505589848538,Iris-versicolor
+15,5.800837476600954,2.693831672769522,4.066269052144556,0.9368535956097952,Iris-versicolor
+16,5.909419271346302,3.202668762302989,4.8031913639613855,1.7877460833385552,Iris-versicolor
+17,4.811906960392886,3.0,1.4006578645085002,0.32277832352525304,Iris-setosa
+18,5.285745215486649,3.663337557788422,1.4982297844531227,0.1966792267467716,Iris-setosa
+19,5.235794186417629,3.780419487279409,1.5023813724816466,0.29381081340899917,Iris-setosa
+20,6.51010572613153,3.0,5.804665172962129,2.195516176813442,Iris-virginica
+21,6.097663811524682,3.0,4.6082633325213855,1.4117425312038605,Iris-versicolor
+22,6.317134239985809,2.4875457821523215,5.007256811651335,1.8939006073902322,Iris-virginica
+23,4.8113114319264065,3.0,1.4010525873609054,0.1,Iris-setosa
+24,5.440572424053375,3.0,4.4845237109913345,1.4736623468869932,Iris-versicolor
+25,4.609226162555689,3.2019625895405825,1.3980885361030087,0.20398390814038847,Iris-setosa
+26,4.598794113084791,3.2241339639974926,1.4022200281746866,0.19761885631849624,Iris-setosa
+27,6.10947639569085,3.0,4.5921311441647905,1.3958988019354013,Iris-versicolor
+28,5.10183047260028,3.49422738303105,1.3920189948049961,0.20075044698899855,Iris-setosa
+29,5.810393623827935,2.7000324975222156,4.139658093342559,1.0264362552117514,Iris-versicolor
+30,5.807810933056739,2.8180360971090583,5.080669817582443,2.4014510913757823,Iris-virginica
+31,6.679069303979756,2.493378169773709,5.804712594199964,1.8020416695779549,Iris-virginica
+32,5.6055253046411355,3.0,4.106187001782226,1.2863209907205087,Iris-versicolor
+33,4.975437379325628,3.1146712821139366,1.4802300676609215,0.39530322287768543,Iris-setosa
+34,5.1218118118386355,3.4984907555519946,1.3907606974730737,0.20213873128351123,Iris-setosa
+35,5.398891598887125,3.3850385423553853,1.783526621276831,0.1966567317467871,Iris-setosa
+36,6.493929744034572,3.234321312286705,5.161310206934754,2.0136795027149716,Iris-virginica
+37,6.433450667414229,2.897519211580128,4.289284015551411,1.2944906857074878,Iris-versicolor
+38,6.197901690277727,3.3798499745491903,5.473337319436066,2.295901943198542,Iris-virginica
+39,5.23251521186201,3.6215165468044392,1.4637122754614886,0.19880916653165026,Iris-setosa
+40,6.073958906753719,2.8045777855276817,4.670502359196804,1.2453335705786344,Iris-versicolor
+41,5.354433320601016,3.382204910857707,1.5204735996751617,0.4294046303980972,Iris-setosa
+42,5.6347656540890645,3.0,4.182017530178746,1.2842817405636489,Iris-versicolor
+43,5.3551937088211785,3.0,4.458388975490393,1.5050070703107554,Iris-versicolor
+44,6.418066724500136,2.898713952987519,4.270005629784652,1.3174482808868846,Iris-versicolor
+45,4.926172848091262,2.3970111515468266,3.147042347641647,0.9582812481322223,Iris-versicolor
+46,6.473605407594903,2.949171752804022,4.338265775821435,1.338564696387404,Iris-versicolor
+47,5.53747473462762,2.4471649364224852,3.8696762467957435,1.0254090683870245,Iris-versicolor
+48,5.788445436237533,2.794215732332329,4.533838166868072,1.1875171079316837,Iris-versicolor
+49,5.0796896846898925,3.711155236511986,1.49171274996077,0.38762696020260345,Iris-setosa
+50,5.602253265414604,2.5266444918272994,3.8965910707892677,1.078540795450946,Iris-versicolor
+51,5.14569490452297,3.322887674960811,1.5528383054898,0.4881307519473136,Iris-setosa
+52,7.6821039552940125,2.602565768978094,6.9,2.3044899944320503,Iris-virginica
+53,4.792620636869367,3.3954302670784093,1.7800609075572071,0.19781500213813297,Iris-setosa
+54,5.88201968983635,3.0,5.116969780979104,1.7840008032122328,Iris-virginica
+55,5.724842200742224,3.82541154667452,1.8708442483390435,0.30777778919806875,Iris-setosa
+56,6.002150763332889,2.906790345630618,4.498587641595591,1.4847937632753767,Iris-versicolor
+57,6.481473861464994,3.0,4.359102392432636,1.364791299222002,Iris-versicolor
+58,6.190627245064586,3.4105270448963547,5.408703788417517,2.2970442921880188,Iris-virginica
+59,7.690178583741268,2.575434386010464,6.9,2.2916598231846863,Iris-virginica
+60,4.90501918652341,3.095433074503126,1.499368744290803,0.1,Iris-setosa
+61,5.627627770551384,2.6673059255413754,4.040218859914923,1.1230069818808428,Iris-versicolor
+62,6.340440501145989,2.878585620302629,4.3304665927796515,1.2770507565717648,Iris-versicolor
+63,5.486384419420159,3.0,4.524010750914622,1.5031360944175844,Iris-versicolor
+64,4.805961092773615,3.4046102073922246,1.7246678941307096,0.20138000894630412,Iris-setosa
+65,5.407003785391361,3.401011504842359,1.6570954865083571,0.20203466145930274,Iris-setosa
+66,6.172252659383596,2.2030090620677023,4.493220653094651,1.4816067806109672,Iris-versicolor
+67,5.090344195712112,3.509443054048459,1.4000236624931905,0.20250706177374386,Iris-setosa
+68,5.737121445850848,2.7682485281371183,4.527616067510847,1.2785177935594294,Iris-versicolor
+69,5.811301951823681,3.100603306384225,4.683319982188832,1.6769317718734487,Iris-versicolor
+70,6.707446301466439,3.0,5.014757760594087,1.7075512272113393,Iris-versicolor
+71,5.468522948435337,4.2,1.3988237126563543,0.20989316112034548,Iris-setosa
+72,5.3882706297879235,3.8988758070005924,1.2918734872554893,0.37378709932515697,Iris-setosa
+73,5.010175989021765,2.0000007125564587,3.550454727816844,1.0282074417942098,Iris-versicolor
+74,5.43293544077277,3.3982211040906667,1.4995995595250766,0.421230479990775,Iris-setosa
+75,6.108642177989986,2.864279016421686,4.6547580235963775,1.2919694397699295,Iris-versicolor
+76,4.9918100557534775,2.0000004616418927,3.464510336009645,1.004051491468444,Iris-versicolor
+77,7.709330551186348,2.612506062162572,6.9,2.3096775521876225,Iris-virginica
+78,6.4954385941628345,3.0,5.7898375271560445,2.1778990905406204,Iris-virginica
+79,5.5060667805061225,3.0,4.4043341890448,1.4491737678725531,Iris-versicolor
+80,6.806452050188622,2.8065225856032936,4.813239482980634,1.4073213747905617,Iris-versicolor
+81,5.6210810689339255,2.507135591433518,3.850328188191801,1.050388543004173,Iris-versicolor
+82,4.902915187073851,2.400516849880537,3.274810713140467,1.0091050530741998,Iris-versicolor
+83,5.6946831287378,2.577443740380273,4.001020459165317,1.0254902542018975,Iris-versicolor
+84,5.079611665778116,3.2247953799121207,1.781568619945247,0.5122051807631773,Iris-setosa
+85,4.799785772346733,3.0,1.3921354854034798,0.1,Iris-setosa
+86,6.295212871091161,3.285794148107605,4.707454910036418,1.6014839090701842,Iris-versicolor
+87,6.017996572135409,2.2095062816935833,3.9997227941460682,1.0123302542680033,Iris-versicolor
+88,4.611233079365736,3.182400152447593,1.4007717739219316,0.1995551516972186,Iris-setosa
+89,6.506032654158239,3.0,5.4275568756480235,1.8226300423388053,Iris-virginica
+90,6.513561114547388,3.191102483940563,5.08811159275737,2.0015827499382652,Iris-virginica
+91,5.89695257444956,3.196889367811791,4.775960856075381,1.7978416518379974,Iris-versicolor
+92,5.529586558034688,2.6565713006510805,4.433973540338735,1.226076240220067,Iris-versicolor
+93,4.8912541818081365,2.3994690655673088,3.1967024211149377,0.9858654573417895,Iris-versicolor
+94,6.710703314547826,3.301465859104138,5.681761338429677,2.4999995979588245,Iris-virginica
+95,6.869664953390918,3.101167874032733,5.104818535515439,2.29016096770187,Iris-virginica
+96,6.703247684613539,3.0,4.943945515657551,1.6744620021932344,Iris-versicolor
+97,6.213990717010275,3.3689392612301905,5.440722280994519,2.301034378500996,Iris-virginica
+98,4.497348259052867,2.2992156866062436,1.2899202478405853,0.2985258048837531,Iris-setosa
+99,6.674948859675572,2.4761711530266752,5.747778104651515,1.7872575077797275,Iris-virginica
+100,7.446381447475199,3.0,6.457993162167433,2.109395869633923,Iris-virginica
+101,4.820724153023724,3.0,1.4020449628269473,0.29250773913857625,Iris-setosa
+102,7.710719995443298,2.5512602821024997,6.9,2.2995909645296195,Iris-virginica
+103,5.112660006306009,3.5023818121002135,1.3992397992916135,0.2005601078242752,Iris-setosa
+104,5.580564539000502,2.4981190789339864,3.8921407205630527,1.096519874885188,Iris-versicolor
+105,5.415561993812901,3.90322328286518,1.3078334768904056,0.3954024649038802,Iris-setosa
+106,6.896906102036881,3.086625476168234,5.10559996728644,2.286623435284472,Iris-virginica
+107,5.616550661394778,3.0,4.204000241538808,1.3245861288075502,Iris-versicolor
+108,6.81324794451823,2.8034276868333796,4.812751596899619,1.407736567844293,Iris-versicolor
+109,6.008328595669142,2.1984968282877566,3.9619033355587736,1.0011526530715116,Iris-versicolor
+110,6.680427098474392,3.293155201972171,5.655776128968368,2.499999636935395,Iris-virginica
+111,5.152043801173835,3.5408525869845735,1.4068329829736679,0.20020320727323218,Iris-setosa
+112,7.899998377463168,3.793779231504074,6.427120721754299,2.025506625587767,Iris-virginica
+113,5.003660596881486,3.0,1.5740995971921117,0.19433844939190353,Iris-setosa
+114,4.804812859954582,3.0,1.4059888213794562,0.29173939264033893,Iris-setosa
+115,5.012991722745899,3.6043290160617127,1.386704504078693,0.19858046571386828,Iris-setosa
+116,7.691716186071646,2.794865926271903,6.701524490495849,1.9907285950283817,Iris-virginica
+117,6.260540867583379,2.273298562360644,4.412863209643032,1.3334625855873452,Iris-versicolor
+118,4.854855566265037,3.351222894723811,1.7941536098816633,0.19841265393897556,Iris-setosa
+119,6.314460434904817,3.3134372259936806,4.689133377947309,1.5917327373986248,Iris-versicolor

iris/tab_ddpm/8_4/12/test.csv

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

iris/tab_ddpm/8_4/12/train.csv

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

iris/tab_ddpm/8_4/12/val.csv

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

iris/tab_ddpm/8_4/13/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.801305486605992,2.674761403769292,5.08110778372373,1.8897019835667683,Iris-virginica
+1,5.657669006930176,3.0,4.1488200246168,1.2177032146165454,Iris-versicolor
+2,5.006961081802247,3.0,1.5700873958180543,0.20049205402700396,Iris-setosa
+3,5.80518155787157,2.703733459367306,5.118734785264094,1.8946895958788017,Iris-virginica
+4,6.276100534916321,2.495269390693452,5.0398264941264355,1.9232149351883405,Iris-virginica
+5,5.008040744220927,2.000000543819235,3.488823316836905,0.9582562099690473,Iris-versicolor
+6,5.002243919898013,3.6078380593368644,1.3946967404499717,0.20125504739942912,Iris-setosa
+7,5.475191718527919,3.411273212065049,1.5060465618625076,0.355293273466485,Iris-setosa
+8,4.809254400323736,3.0,1.3731095208479824,0.1,Iris-setosa
+9,5.0058046391791935,2.000000623337008,3.581025382555256,0.9682771128984475,Iris-versicolor
+10,7.549172184813301,3.0,6.562888124862346,2.086180307039868,Iris-virginica
+11,4.605904644680502,3.5891475008720644,1.0,0.19406634061229808,Iris-setosa
+12,6.473392731596683,3.0,5.510701722751857,1.7866193138864106,Iris-virginica
+13,5.278418187624723,3.436761920052007,1.4772113651107128,0.2003212757001881,Iris-setosa
+14,6.353527648269094,2.863455344361093,4.300477243494282,1.280456615360508,Iris-versicolor
+15,5.008241554069604,2.0000004515784844,3.4851127991530424,0.9341460026815072,Iris-versicolor
+16,5.802729491385233,2.8048263509553877,5.099921236119992,2.400751908841816,Iris-virginica
+17,5.88892998453,3.0,5.081744459253544,1.7964008566317942,Iris-virginica
+18,4.4,3.1975809526325554,1.2957156723073235,0.1986563075793463,Iris-setosa
+19,7.693276951399313,2.6114756825860104,6.899998735220699,2.2915966997291117,Iris-virginica
+20,6.78540012064797,3.2120021278550372,5.816435059812535,2.2770885325094423,Iris-virginica
+21,5.208832663357938,3.4064514242064026,1.3923861898475054,0.19987991593247845,Iris-setosa
+22,4.809399144618837,3.0,1.4023723524741931,0.10000009407627287,Iris-setosa
+23,6.688558839725164,3.130098116736872,4.734204546696515,1.5088666130363735,Iris-versicolor
+24,6.318715796843818,2.3169196129349707,4.4041251196405105,1.3212741314396932,Iris-versicolor
+25,5.047977884883028,3.3457225640326307,1.6096926981458481,0.4850030462411874,Iris-setosa
+26,6.775141257226372,3.168107134661404,5.873933210330767,2.283811538264507,Iris-virginica
+27,5.007300318006685,2.000000469269624,3.405795698976456,1.0507026977687144,Iris-versicolor
+28,5.794464834301732,2.694921576326051,5.0880700994733425,1.9089304537353662,Iris-virginica
+29,7.724861353458857,2.5966630903348644,6.9,2.304966784991713,Iris-virginica
+30,7.899998623165413,3.790609807533825,6.423266532314468,2.007513061615611,Iris-virginica
+31,5.377510233333287,3.926222568759325,1.2980089534477353,0.44581554919455857,Iris-setosa
+32,6.705821020675537,3.0,5.009453167891131,1.719956412016656,Iris-versicolor
+33,7.702725660408186,2.597841398920843,6.899998854012466,2.2962228534919435,Iris-virginica
+34,6.186209569781028,3.4021768134909465,5.37931853941014,2.289959421858524,Iris-virginica
+35,4.8898036421135584,3.0,1.4021519533743068,0.19910042422762889,Iris-setosa
+36,4.908074783847291,3.1117652548891863,1.5070673835212665,0.1,Iris-setosa
+37,6.275270473090261,2.903616504428672,5.564381803744913,1.7795475823779612,Iris-virginica
+38,6.076616230980256,3.3717540202477347,4.547650672060654,1.6101896817883863,Iris-versicolor
+39,5.7981481372030865,2.7138819132612055,5.0936198288564585,1.8964093180690162,Iris-virginica
+40,4.805406990266154,3.0,1.3927617768255898,0.2962422482414341,Iris-setosa
+41,5.114139279213225,3.672376287971191,1.45885727916094,0.26466946470856445,Iris-setosa
+42,4.900925485967825,3.0,1.404185977116477,0.1998417484161768,Iris-setosa
+43,5.543406859532599,2.653382246778133,4.456232444549632,1.210387160954012,Iris-versicolor
+44,4.49522988616218,2.3057944862800888,1.2898075420805457,0.31843757033680975,Iris-setosa
+45,4.4000005467210865,3.182797313273912,1.3042796338341127,0.20325262784001571,Iris-setosa
+46,6.316251394164604,2.900322634567247,5.621251600416604,1.7957480058499349,Iris-virginica
+47,4.601950628661898,3.5762165398027923,1.0,0.20039477360096244,Iris-setosa
+48,7.707006859322943,2.6015735317066873,6.9,2.3044448006842337,Iris-virginica
+49,4.785809792234233,3.4061034635199103,1.7038476615799318,0.2017359559575723,Iris-setosa
+50,5.495750848452367,4.2,1.4062612642589785,0.20843063805943893,Iris-setosa
+51,6.482374699539533,3.2073102117162464,5.0998382470221655,1.9880971544089872,Iris-virginica
+52,4.9794210042688,2.0,3.5094012095346043,0.9523683897518977,Iris-versicolor
+53,5.700290666705752,3.801926955002019,1.8642515139618125,0.3147055597993283,Iris-setosa
+54,6.494530876289101,3.0,5.811998486422004,2.207804721043966,Iris-virginica
+55,6.7067449529286725,3.3142423541751875,5.686691144504689,2.0976826146859975,Iris-virginica
+56,5.792348983620194,2.888860349850511,4.336624122548993,1.3435591562357554,Iris-versicolor
+57,7.686684125445488,2.580538886075368,6.9,2.3011301733840397,Iris-virginica
+58,6.530957906333667,3.0613478778064156,5.346930110701663,1.89784085195617,Iris-virginica
+59,5.003980904313952,3.0,1.619189932685023,0.20032931802445483,Iris-setosa
+60,5.799220438657207,2.6967053312472444,5.104025587876832,1.889300881661509,Iris-virginica
+61,6.69440893953357,3.3013604352940016,5.67108021702075,2.0954479457221877,Iris-virginica
+62,6.621659988911818,3.0,5.784893484198632,2.181237510987086,Iris-virginica
+63,5.249242991419802,3.810197886758396,1.41155668199834,0.3853709009941667,Iris-setosa
+64,7.676288601384115,2.7918268837281692,6.692427898288929,1.9923938122311287,Iris-virginica
+65,5.320649999251284,3.703834062561783,1.507507183074729,0.2006651753215452,Iris-setosa
+66,6.799348676099288,3.182120039210454,5.922171913322451,2.3113114255348237,Iris-virginica
+67,4.4,3.2064943577445018,1.2998525946332151,0.18995214541320854,Iris-setosa
+68,5.514930245851679,4.2,1.4058143539484727,0.21185958133502172,Iris-setosa
+69,5.678794948878677,2.8869459250408114,4.1280128956598725,1.2950739971525371,Iris-versicolor
+70,4.505253162136352,2.331234055044783,1.3027611960630465,0.36438561951067155,Iris-setosa
+71,4.895807306245757,2.404419578138928,3.194441658283373,0.9916346179794862,Iris-versicolor
+72,4.613883676048063,3.1845323022092216,1.4036099392390466,0.19566815372720803,Iris-setosa
+73,6.130486294829374,3.0,4.599418195597115,1.3944800398167785,Iris-versicolor
+74,4.788405152055306,3.0,1.3810821555257542,0.1000001014293833,Iris-setosa
+75,7.597254406709242,3.0,6.557643771162502,2.0998269086348715,Iris-virginica
+76,4.580197534796389,3.1931781912440518,1.3925694562953617,0.19918346154146804,Iris-setosa
+77,4.79596360435155,3.0,1.406403054564301,0.3553383329276952,Iris-setosa
+78,6.816444983858665,2.7871368734170967,4.815352909487591,1.394926453060433,Iris-versicolor
+79,6.712625346559294,3.3201980368872106,5.682236918585209,2.4999995786111624,Iris-virginica
+80,5.8236165239804585,2.7044409440081445,5.090808130435459,1.9136360657817328,Iris-virginica
+81,4.995260769156508,3.0,1.575884555443657,0.19838772519284803,Iris-setosa
+82,4.7989571365524935,3.0,1.3964602793012966,0.2939800089271574,Iris-setosa
+83,5.529957409287143,2.4009707352760112,3.8043151582683317,1.0170728470823975,Iris-versicolor
+84,6.704727710562865,3.286517092685198,5.702082327329336,2.099261699145748,Iris-virginica
+85,6.8908692767820865,3.0851264503465523,5.129497435864912,2.3027431483083745,Iris-virginica
+86,4.79932793445766,3.0,1.4035382048067002,0.29173784289439486,Iris-setosa
+87,7.299177038818189,2.908913795349351,6.308833123739155,1.7971003334559774,Iris-virginica
+88,6.514087236222802,3.0,5.7947449474608765,2.216026219371022,Iris-virginica
+89,5.809139435841774,2.8024864946894934,5.111501994364394,2.4050691847531485,Iris-virginica
+90,6.103181394204248,2.8035376805069965,4.702306036508254,1.195009927355214,Iris-versicolor
+91,6.305200472454931,2.68876946459525,4.934265767091004,1.791290102162695,Iris-virginica
+92,7.6663670920763405,2.6177999095156053,6.899998682300302,2.2971792938462587,Iris-virginica
+93,5.815929006672594,2.813675996133673,5.091682779468787,2.3937565159560172,Iris-virginica
+94,4.901816900460168,3.1189058947994543,1.4911212744377598,0.10000009171220424,Iris-setosa
+95,7.715303782492946,2.5984304332053676,6.9,2.302251852526413,Iris-virginica
+96,7.714211498134519,2.608256840340081,6.9,2.3131891229659876,Iris-virginica
+97,7.282280848574999,3.0,6.206152345707876,2.1078286467297396,Iris-virginica
+98,4.887859298093917,2.405260251196932,3.145696958843133,0.9968402740418749,Iris-versicolor
+99,7.731678631220656,2.638701100716605,6.9,2.305969362380176,Iris-virginica
+100,5.803058074271276,2.810505260935946,5.139922062176298,2.4009482329237737,Iris-virginica
+101,5.616835527153976,3.0,4.169952889187357,1.2898859491883863,Iris-versicolor
+102,7.6018431722620985,3.0,6.580538132895812,2.096698205494135,Iris-virginica
+103,5.986286276034024,3.402208953779537,4.48718673890694,1.6019231736662183,Iris-versicolor
+104,7.624176482293066,3.0,6.607029939875538,2.0959927262418847,Iris-virginica
+105,4.803706487545694,3.0,1.3975354996359688,0.34240776090366665,Iris-setosa
+106,7.112602238108731,3.0,5.874119667312786,2.126648068724541,Iris-virginica
+107,5.684190385838614,2.8835144110838242,4.059004195117102,1.304624666227859,Iris-versicolor
+108,7.370760927624288,2.887841027749133,6.357669619031109,1.8158145061594442,Iris-virginica
+109,6.012451643432341,2.9039075824102976,4.476975558077989,1.5224684960023216,Iris-versicolor
+110,6.498631482073774,3.0,5.871888428396683,2.2320446405033185,Iris-virginica
+111,5.815361066931278,2.804546959505379,5.1114688184444415,2.4029400420772755,Iris-virginica
+112,5.646073892820022,3.0,4.072675099870144,1.2805201632796681,Iris-versicolor
+113,5.678197666088478,2.880370830262471,3.9634604049141,1.2189597599985134,Iris-versicolor
+114,5.84554695189586,2.9091102565733933,4.513604149370634,1.3875918242041436,Iris-versicolor
+115,5.387170734555317,3.42125680291771,1.475974831730519,0.34115205377035396,Iris-setosa
+116,5.44912094234582,3.405538526201901,1.841514075517394,0.20127599622716902,Iris-setosa
+117,7.687234491367061,2.6027808814180133,6.9,2.277684132913793,Iris-virginica
+118,4.997988607164465,3.4053359343094844,1.6482463020758493,0.4254497180413991,Iris-setosa
+119,6.55090984168996,3.0,5.527801473133054,1.8026548292181517,Iris-virginica

iris/tab_ddpm/8_4/13/test.csv

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

iris/tab_ddpm/8_4/13/train.csv

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

iris/tab_ddpm/8_4/13/val.csv

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

iris/tab_ddpm/8_4/14/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.52725592084217,2.4255999552626584,3.7078240865070846,1.0098059355268794,Iris-versicolor
+1,6.391141275924997,2.896999232338374,4.305327067149658,1.2978278521469406,Iris-versicolor
+2,6.0052568848936225,2.7922351202404685,4.659925567316307,1.1636148001004678,Iris-versicolor
+3,4.98323858704714,2.0,3.2921302471947267,0.969994416143038,Iris-versicolor
+4,5.579896285599623,2.952430693014879,3.6331367484288073,1.3141088957763345,Iris-versicolor
+5,4.598517384268641,3.631114534147707,1.0,0.19839580142483593,Iris-setosa
+6,6.4982425125003145,3.0,5.513333384992558,1.7989109126052718,Iris-virginica
+7,6.517962893768279,3.0,5.480858834123971,1.8025048078574117,Iris-virginica
+8,4.599456993931773,3.176357552654572,1.4009205207325879,0.19594833957894447,Iris-setosa
+9,5.1958711457997575,3.407455330125655,1.3964434556359433,0.20134377853587723,Iris-setosa
+10,5.719462238999909,2.8084539513887994,4.497361141008663,1.3127028311099653,Iris-versicolor
+11,6.320359606107003,2.7331686208540185,4.9348924157253276,1.7818827150607504,Iris-virginica
+12,6.373456329182276,2.903611253069507,4.309874340744899,1.2920897395590878,Iris-versicolor
+13,4.903591834394475,3.115087675228666,1.508741104661341,0.1000000910660039,Iris-setosa
+14,5.0161371665114505,2.000000749080628,3.570106861921683,0.9394285467749577,Iris-versicolor
+15,4.58711721362454,3.1945215945381324,1.397302640167758,0.1922652166053595,Iris-setosa
+16,7.326623673409003,2.903319649350445,6.304669041476193,1.794081040517977,Iris-virginica
+17,5.62088494221405,3.0,4.080930103802598,1.264822920971514,Iris-versicolor
+18,6.920946663442763,3.1173829545039733,5.08524436751686,2.292767434334785,Iris-virginica
+19,7.899998863607845,3.8059839779718327,6.431849448023559,1.996224956395582,Iris-virginica
+20,6.697991902323075,3.3041320510252636,5.6946741756151145,2.092640212135477,Iris-virginica
+21,5.452238263505353,2.5333171473928324,4.278588448547355,1.1463542377655123,Iris-versicolor
+22,6.096434631022598,2.8006543562908646,4.697361407719513,1.1933537701734056,Iris-versicolor
+23,6.727219473581407,3.100312084271254,4.722292135825858,1.505511257091174,Iris-versicolor
+24,5.430059276545284,3.434572369337284,1.535594898282593,0.41898065690213493,Iris-setosa
+25,6.2901332211477285,2.319128594784793,4.398604067403284,1.2933636576163121,Iris-versicolor
+26,6.689009570112023,3.2850606260391912,5.650540836541596,2.0979601468700015,Iris-virginica
+27,5.868018167555684,2.8858246029437344,4.5055416660900445,1.419863214812771,Iris-versicolor
+28,6.757953697209773,3.2245055088545986,5.874647614044162,2.231393231383442,Iris-virginica
+29,6.090937099642136,2.807236583555363,4.703359014616275,1.2090985835256105,Iris-versicolor
+30,5.96199782945431,2.912073460625839,4.513750905976494,1.503768897469541,Iris-versicolor
+31,6.710195583626131,2.5059105456100403,5.850773322071918,1.801547925061244,Iris-virginica
+32,6.298453454550222,2.6137623478739522,4.94775480610102,1.8225220424205422,Iris-virginica
+33,5.723463605248597,2.8878875336311562,3.8609991544572635,1.2904210932143632,Iris-versicolor
+34,4.598764306888246,3.218632550139043,1.3964878932949332,0.19712404267550598,Iris-setosa
+35,6.011214498304865,2.191457607495266,3.9318903298127563,1.0073250404168574,Iris-versicolor
+36,6.305766722075792,3.2981446119596356,4.697762529106836,1.592343661831625,Iris-versicolor
+37,6.7964137252717,2.80635520301081,4.802960803741143,1.4251749975937849,Iris-versicolor
+38,6.796758372533996,3.194771803248418,5.867899389686018,2.2876407362323565,Iris-virginica
+39,6.842213996263754,3.090580375666967,5.124920495555321,2.3126719742461455,Iris-virginica
+40,4.626407867261626,3.618851215397642,1.000000432967923,0.1977499499678991,Iris-setosa
+41,7.284953181121563,2.900788404593489,6.305654987232838,1.7927906622645535,Iris-virginica
+42,4.778257664600054,3.3853488361631405,2.137765297149243,0.19926266531556597,Iris-setosa
+43,6.666210438546834,2.498385538917407,5.789493268404072,1.802747209971012,Iris-virginica
+44,5.619031334279877,3.7678321622755577,1.5955332024249183,0.30648848693981606,Iris-setosa
+45,5.557809060239439,2.5393183408719757,4.2207151709438,1.1122333417265942,Iris-versicolor
+46,5.537396380670093,2.6179815545737033,4.420252088323513,1.2033104394879182,Iris-versicolor
+47,7.1143498905702955,3.0,5.892503710690272,2.0942467271299203,Iris-virginica
+48,6.892615471440152,3.1094078897163024,5.136017025938791,2.29413863237179,Iris-virginica
+49,4.994996145239223,2.0000005305809325,3.459404519836866,1.0227724688334172,Iris-versicolor
+50,5.016300387373756,3.539156805266423,1.3971581947494633,0.19963781171181105,Iris-setosa
+51,4.7311701688397845,3.4116608720961943,1.5282990739009046,0.19969183425546905,Iris-setosa
+52,4.50297269980867,2.30756358633837,1.3244255895050565,0.2958342843374402,Iris-setosa
+53,5.034577706532608,2.000000781752783,3.5061558021674615,0.9804249980250963,Iris-versicolor
+54,4.808680388556063,3.41661862406761,1.6677509617643935,0.19670994517697105,Iris-setosa
+55,4.997453805449509,3.60190574240447,1.4107266513914707,0.20094276807585296,Iris-setosa
+56,6.058128215525186,2.7982120581181635,4.678326669205384,1.1754691109735789,Iris-versicolor
+57,7.699360951632,2.797974834437197,6.7101056370485175,2.0166444176806233,Iris-virginica
+58,5.1498054866017435,3.406902135421244,1.4062226982564676,0.20104872988366848,Iris-setosa
+59,5.363688029252788,3.3925714001072014,1.526811171408177,0.4041470474527815,Iris-setosa
+60,6.357131562321594,2.8770804423232206,4.286781430356434,1.2798910186731456,Iris-versicolor
+61,7.70292598625907,2.6018970669208534,6.899998941142043,2.308486885822372,Iris-virginica
+62,6.684549482005458,3.1053504731036345,4.7129110969274235,1.4906524760164712,Iris-versicolor
+63,5.472899837977647,3.0,4.474402190319407,1.5031856805986363,Iris-versicolor
+64,5.901655173605243,3.20645245751727,4.7767206045955115,1.800378006582433,Iris-versicolor
+65,5.61940889886384,2.656975327200355,4.393475909736464,1.2088035832409514,Iris-versicolor
+66,6.274293984627954,2.9041066960140687,5.542274983562651,1.8009609555976918,Iris-virginica
+67,6.523283595729589,3.2163586311681653,5.189986063966159,1.9968272563481264,Iris-virginica
+68,5.536624311834167,2.5230248993013658,4.148922213283528,1.148101603736883,Iris-versicolor
+69,6.130731183119906,2.794091645984175,4.681868470339814,1.2103191525328918,Iris-versicolor
+70,7.685692979432482,2.59902095635074,6.899998922630311,2.298580656419739,Iris-virginica
+71,6.239797783458344,2.225281244136371,4.443633548257528,1.3941750664303845,Iris-versicolor
+72,4.988153830706719,2.0,3.4553961958692128,1.0086436201408773,Iris-versicolor
+73,4.889859631158984,3.081141322000147,1.4973936135345443,0.10000010096051223,Iris-setosa
+74,7.732957697872272,2.584503646187345,6.89999898810572,2.31702918293894,Iris-virginica
+75,4.91671035371842,2.4097849934723268,3.135556104716037,1.0075158151174493,Iris-versicolor
+76,4.492125475232688,2.2673559304474695,1.3203886065429347,0.2901653169810481,Iris-setosa
+77,4.7931026121950175,3.402813429919467,1.633348476623411,0.20027991729692157,Iris-setosa
+78,4.779000355969217,3.0,1.4118541606605566,0.1,Iris-setosa
+79,7.605588053356504,3.0,6.611515519126837,2.1031771527361127,Iris-virginica
+80,5.008351940300358,3.6435968956533173,1.4015279406822483,0.2069100747925496,Iris-setosa
+81,4.590844086519569,3.5986411279967467,1.0,0.20180548803364023,Iris-setosa
+82,5.628524115645339,2.9006028963682935,3.7218274333288703,1.298070138097793,Iris-versicolor
+83,5.9305072553316,3.0,5.100621978285128,1.8002027105234766,Iris-virginica
+84,5.317749825126205,3.692688739780407,1.5139493673856448,0.2039457263618551,Iris-setosa
+85,6.006389749457121,3.3826439576592984,4.514618189558137,1.6020988355508003,Iris-versicolor
+86,6.0725461879871245,2.8025937411563606,4.66988511198469,1.2089481514049332,Iris-versicolor
+87,4.8541649158745654,3.0,1.405835155383705,0.1,Iris-setosa
+88,4.4,3.1850179398911087,1.3240372459590897,0.20278887763498651,Iris-setosa
+89,5.901150242367251,2.9529801724706153,4.503149399581134,1.5244513623335185,Iris-versicolor
+90,6.311882048772309,2.685457149752025,4.8680212195424835,1.802412500639041,Iris-virginica
+91,6.1393115777535705,3.401913101043267,5.397653891011481,2.293882816036022,Iris-virginica
+92,5.513127351349751,2.600263821485117,4.345835187506629,1.1981364837795212,Iris-versicolor
+93,5.12073159889856,3.7641386096458804,1.462204568177951,0.35725647190349324,Iris-setosa
+94,6.174470627120901,3.0,4.6396989719540604,1.4602791888065947,Iris-versicolor
+95,5.027687185353448,3.4112542650077184,1.809076669386458,0.39254095455413457,Iris-setosa
+96,6.2342981537378055,2.187861022069473,4.515907444767407,1.4987703112213657,Iris-versicolor
+97,5.467597183267398,3.0,4.4998505787640815,1.4992786134521123,Iris-versicolor
+98,6.073830955117274,2.8021680552538317,4.711949343104991,1.2040232361438472,Iris-versicolor
+99,7.335797206772922,2.896475552107935,6.317940100871587,1.7919028037744549,Iris-virginica
+100,4.906925598622395,3.1316216506350707,1.5146237819219568,0.1,Iris-setosa
+101,5.110295162722983,3.695472831590873,1.5100692578402335,0.3988489831160801,Iris-setosa
+102,5.195202426204305,3.3903362188341535,1.3975194861678366,0.19678332012363786,Iris-setosa
+103,6.024259978424416,3.3871999823405603,4.505583829161279,1.5949862229165372,Iris-versicolor
+104,6.49529959846356,3.1980561472841598,5.09634944165945,2.0144092822857944,Iris-virginica
+105,6.500803771796107,3.0,5.774211676819052,2.2023029049684655,Iris-virginica
+106,4.804956773766553,3.0,1.3774065270041647,0.29772225714311384,Iris-setosa
+107,5.006284065005803,3.615392364955252,1.3858365541124908,0.19897058287377523,Iris-setosa
+108,5.764998138476915,2.76280778210698,4.208371869567529,1.147145803938633,Iris-versicolor
+109,5.998372903192399,3.3840758617915756,4.501701519848772,1.602099056764356,Iris-versicolor
+110,6.334877564803606,2.903650964567286,4.2679842908893315,1.2871520284953768,Iris-versicolor
+111,7.2714996170544275,3.0,6.277797997916503,2.0940511055959123,Iris-virginica
+112,7.144083990770209,3.0,5.929874015456735,2.0978622909715097,Iris-virginica
+113,4.7862319225543715,3.4073385301783556,1.6913585894166276,0.19663240168692497,Iris-setosa
+114,5.017223085344783,3.5776237938508237,1.3917298451506406,0.20388594453923606,Iris-setosa
+115,5.554068074582287,2.8950105583848025,3.5099019014970985,1.3050964633747402,Iris-versicolor
+116,4.814188062328871,3.401556004651355,1.9056002918960298,0.20046528833881938,Iris-setosa
+117,4.96611640420668,3.5892169824073963,1.3842313657455492,0.20339790680034514,Iris-setosa
+118,6.724548114103685,3.275622805474983,5.707178258154419,2.1273209889797915,Iris-virginica
+119,5.7972774944192045,2.805914410632623,5.084884049347429,2.410392601321815,Iris-virginica

iris/tab_ddpm/8_4/14/test.csv

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

iris/tab_ddpm/8_4/14/train.csv

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

iris/tab_ddpm/8_4/14/val.csv

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

iris/tab_ddpm/8_4/15/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.679286657874532,2.78398274805989,4.495051795688776,1.291113578954677,Iris-versicolor
+1,6.330078316687056,2.877735918126257,4.282784141908819,1.2872331008212399,Iris-versicolor
+2,5.574238808422332,3.0,4.49895564319758,1.5070250255626978,Iris-versicolor
+3,4.99662438634057,2.0,3.559761359148739,0.9040853739794119,Iris-versicolor
+4,4.7905093512303285,3.0,1.378997795124505,0.1,Iris-setosa
+5,5.562203623495432,2.667808516070879,4.442395186916269,1.2493067665568616,Iris-versicolor
+6,6.000399828160106,2.954393280975477,4.554269910539462,1.5207186010818177,Iris-versicolor
+7,6.189614649627678,2.1997656263730416,4.491258628015512,1.5078421973692357,Iris-versicolor
+8,6.864268384562476,3.1035661754016752,5.108369726614941,2.2899875220783485,Iris-virginica
+9,7.696644648775264,2.5934587087496674,6.9,2.293049735047729,Iris-virginica
+10,5.018959648650603,3.568123297080743,1.4025361896911857,0.20426514465438475,Iris-setosa
+11,6.47321536444228,3.0,5.441874270535487,1.7995202487751123,Iris-virginica
+12,4.889839376476374,3.08263839204973,1.4850274631547475,0.1,Iris-setosa
+13,6.970938083395197,3.0,5.9074052858452495,2.123935623345556,Iris-virginica
+14,7.899998909865631,3.782556839879345,6.447972203639062,1.9970284867578938,Iris-virginica
+15,5.058915457581497,3.549667240143898,1.3898725552823568,0.20450252322735732,Iris-setosa
+16,4.992232010708716,2.0000004890893432,3.422674254919989,0.9403144219364039,Iris-versicolor
+17,5.627355764966017,2.8900647328472697,3.569365548435077,1.3060884471438654,Iris-versicolor
+18,6.3223867428016485,2.5166652382315045,4.988788849080823,1.8945329735869598,Iris-virginica
+19,4.85857212437222,3.0,1.4402170535595884,0.10000010004793229,Iris-setosa
+20,5.6861306555944,3.796761690104214,1.8673649664029641,0.37363263480591874,Iris-setosa
+21,5.649758894448133,3.0,4.489764080477614,1.488824723637446,Iris-versicolor
+22,5.97944833657964,2.2812758627827674,3.982825064983072,1.048097484943816,Iris-versicolor
+23,6.70659889285684,3.0,5.006116469410712,1.7026594540002828,Iris-versicolor
+24,6.287165989351389,2.6518527169459403,4.915539948485825,1.8066606423962874,Iris-virginica
+25,5.992038785244919,2.193061860889427,3.94217718196489,1.017375412239079,Iris-versicolor
+26,4.788157405626242,3.397807288732909,1.8731343819155792,0.19490839394690462,Iris-setosa
+27,6.030216637469656,3.3656242782414134,4.552388563152751,1.6137124436887431,Iris-versicolor
+28,6.919552781151614,3.0931451084702832,5.118371818630018,2.2940322790883094,Iris-virginica
+29,5.872881983432843,3.213741721685045,4.7483679809185455,1.8137170477327267,Iris-versicolor
+30,6.699809108394303,3.0,4.998505836793412,1.690908988630867,Iris-versicolor
+31,4.506750170385176,2.297630517707659,1.314158388884222,0.33453729975755725,Iris-setosa
+32,5.3886155390225925,3.922856073159792,1.282567254181793,0.3783317583694797,Iris-setosa
+33,4.892952203683966,3.0974589598006173,1.4834465459084274,0.10000013468336394,Iris-setosa
+34,6.708354995152839,2.479943074091615,5.810797955842982,1.8133424525829462,Iris-virginica
+35,4.6039128817359325,3.5930979156901186,1.0000004605183084,0.19658854240419948,Iris-setosa
+36,5.107684218311917,3.4979871297283167,1.3910522401760912,0.19840559070197084,Iris-setosa
+37,7.192072765309682,3.0,6.056175003892362,2.047600197638754,Iris-virginica
+38,5.47306533214978,2.586724918980899,4.402453134016055,1.2211036851775252,Iris-versicolor
+39,7.1958296723097135,2.905598877375116,6.189058563940181,1.8043118984540536,Iris-virginica
+40,5.003431226067572,3.0,1.5594784339844399,0.20166118498761562,Iris-setosa
+41,4.903262802958795,2.404599948888053,3.5109345516334347,1.0155045902064963,Iris-versicolor
+42,6.25181103955985,3.3140078948840053,4.667150093925216,1.5993171706284972,Iris-versicolor
+43,6.7132794740095925,3.308996633295142,5.69850120210473,2.499999562167391,Iris-virginica
+44,6.698951000017415,2.5097630105070396,5.862925002619455,1.8087685975124106,Iris-virginica
+45,6.686425459645436,3.277309712521781,5.673513977206839,2.102448782861406,Iris-virginica
+46,6.259689434116629,2.8565350366371027,4.271381989763547,1.2706136275574287,Iris-versicolor
+47,5.798382396550755,2.803391046455212,5.137890510672604,2.4007529038636584,Iris-virginica
+48,6.229884401707201,3.323363416955333,4.635089913884284,1.5987026194914418,Iris-versicolor
+49,4.987759128838148,2.0,3.469290068817905,0.9545564730147111,Iris-versicolor
+50,7.685855391207249,2.622854054730474,6.9,2.3027185627025855,Iris-virginica
+51,5.018279808863056,2.00000046113323,3.58322760822859,1.0496428467264045,Iris-versicolor
+52,5.229001101780572,3.408526556219816,1.3962609211011494,0.20076749763022028,Iris-setosa
+53,7.707320641412834,2.602506455235583,6.9,2.306966288773887,Iris-virginica
+54,5.4921212524207785,4.2,1.3795854542512547,0.1989369783897029,Iris-setosa
+55,4.625078455066896,3.2205456903964245,1.4028991244154725,0.1996435896803759,Iris-setosa
+56,6.699362192084784,3.1135367925796666,4.693180470739175,1.4972048374140674,Iris-versicolor
+57,5.411092156824608,3.3899892892006296,1.7442012678104217,0.19920435671966596,Iris-setosa
+58,6.271469263163151,2.2997846702893923,4.404051522095726,1.2981454973275253,Iris-versicolor
+59,6.477375071683244,3.0,5.751655093980865,2.2294233940550647,Iris-virginica
+60,5.669997871061966,2.5648229892115917,3.997031449059407,1.0870269823964436,Iris-versicolor
+61,4.596958739447446,3.6099195834440048,1.0000004088138656,0.20145456854261662,Iris-setosa
+62,5.796166756872527,2.7142694807655823,5.136139603340416,1.9010896469445864,Iris-virginica
+63,6.72219240403965,3.2650469291838182,5.735457693613458,2.1322718030272703,Iris-virginica
+64,7.705772158948379,2.576297395855378,6.9,2.304098790727633,Iris-virginica
+65,6.040169162005075,2.7490678539880653,5.007130386847984,1.845435650636866,Iris-virginica
+66,7.623019647774957,3.0,6.6165599613189325,2.091557154181797,Iris-virginica
+67,6.171423092125678,3.3753650577207757,5.376398494849869,2.2838603025863886,Iris-virginica
+68,5.43772619078217,3.3956133881457276,1.78031702331088,0.19885088262926381,Iris-setosa
+69,6.172749753415531,3.1434640649156083,4.652521738444058,1.5323861721039878,Iris-versicolor
+70,6.2078121108312105,3.0,4.5452274419352365,1.397857274165328,Iris-versicolor
+71,6.100115462090709,2.809053379197032,4.701531477875651,1.248102345476924,Iris-versicolor
+72,6.711297703463386,3.2938333457229136,5.741851838905147,2.0993491886379583,Iris-virginica
+73,6.04055977813624,2.2055024629214945,4.063589952388543,1.065613426733411,Iris-versicolor
+74,7.702306146508435,2.601597879575294,6.899998937333351,2.307465105459752,Iris-virginica
+75,6.704133686176285,3.0,4.98759348600477,1.7007424020012325,Iris-versicolor
+76,4.4,3.2296114233646467,1.3048676902341771,0.20585028234790798,Iris-setosa
+77,6.005500705109492,3.3911049375303075,4.507311757801341,1.6025569158030821,Iris-versicolor
+78,7.899998495008915,3.779723047657352,6.390539954215834,2.023360198008907,Iris-virginica
+79,6.692734280262334,3.023122313699284,4.782797322254645,1.5869719608266613,Iris-versicolor
+80,5.292443154605856,3.711004472255536,1.5023008954436965,0.19974764046460505,Iris-setosa
+81,6.7041329519003705,2.4923410798367884,5.8230071065942015,1.8044085017667213,Iris-virginica
+82,6.48468254248375,3.0,5.445116448130225,1.801294015293531,Iris-virginica
+83,4.992818151380273,2.0,3.224577406993573,0.9662556809510345,Iris-versicolor
+84,5.490029118111213,3.0,4.5029877343020095,1.5046175381856106,Iris-versicolor
+85,6.242980606768074,3.388023700403744,5.419270561043422,2.2807079684094465,Iris-virginica
+86,6.704057223240749,3.2939067918474003,5.664763097595625,2.100119455192432,Iris-virginica
+87,5.470855458345162,4.199999278175238,1.3707761972185242,0.19999746437574728,Iris-setosa
+88,7.334445893935276,2.90168780588127,6.313125064351821,1.8035809385050345,Iris-virginica
+89,6.0210256657125765,2.903239071203609,4.531073177776963,1.5097022087249763,Iris-versicolor
+90,6.687116976040882,3.0,4.992978412006309,1.7023955650023606,Iris-versicolor
+91,6.496795737441707,3.0,5.783938436823615,2.178803940939225,Iris-virginica
+92,5.425893749561029,3.9076806690152455,1.3095129270016552,0.3953560116155373,Iris-setosa
+93,6.33402297859639,3.0,5.271081198604105,1.833918739793988,Iris-virginica
+94,4.602120817150603,3.6533472107693505,1.000000503518706,0.19937071368692438,Iris-setosa
+95,5.491625499931914,4.199999362316264,1.4094220876886139,0.1967533861120958,Iris-setosa
+96,4.610817538871666,3.1821436934238996,1.3942997055340696,0.20478217477426558,Iris-setosa
+97,6.217639836316541,2.2365307660873657,4.480486707154629,1.4805876136052216,Iris-versicolor
+98,5.497180029279131,4.199999344933621,1.3895413715224048,0.2038549848749233,Iris-setosa
+99,4.608498530906919,3.1524088246131,1.4125855778257028,0.20117319167549708,Iris-setosa
+100,5.807354826255366,2.8079436515176845,5.128982238561303,2.390394955105788,Iris-virginica
+101,5.707612212468771,2.8662495136062556,4.046115444626369,1.2843097040536715,Iris-versicolor
+102,6.23884625214452,2.1958186307901553,4.501036915188156,1.4903938528152658,Iris-versicolor
+103,5.444937954170995,3.0,4.471792936313708,1.4993158704415372,Iris-versicolor
+104,5.49579805287624,4.199999311343872,1.3990722942159333,0.19296912510276906,Iris-setosa
+105,6.705553495802055,3.0,5.003754680331038,1.6995192622306787,Iris-versicolor
+106,6.7833898449779095,3.194924231280162,5.886158652564972,2.2967077511223795,Iris-virginica
+107,4.586856479483348,3.6643348009638816,1.0,0.19805775524677655,Iris-setosa
+108,4.898999347469316,3.0817630711554793,1.4868050844946463,0.1000001093632103,Iris-setosa
+109,6.780263429132586,3.1984028614370037,5.9461703180082015,2.2977802392232674,Iris-virginica
+110,6.374644088359323,2.875901659310363,4.276155047025487,1.2807755902799027,Iris-versicolor
+111,5.786572508428391,2.8058984138974403,5.0840010081574984,2.4023667463541085,Iris-virginica
+112,6.187243362521983,2.1950777110774573,4.509326907308656,1.5295896300179606,Iris-versicolor
+113,6.122501979449919,3.3746824577828143,4.597782574855175,1.6146593689828852,Iris-versicolor
+114,5.645521214335909,2.534654142090321,4.1500745372190435,1.0599719072871001,Iris-versicolor
+115,6.001088735853847,2.1861191524170933,3.964809294179195,0.9682824393031626,Iris-versicolor
+116,6.993076150919285,3.0,5.528174571667635,2.242952327492875,Iris-virginica
+117,6.275092726206257,2.8802780467107585,5.601964935020167,1.7978206223419149,Iris-virginica
+118,5.120677777356294,3.3276927148191278,1.6513399834954012,0.516703751930553,Iris-setosa
+119,4.504693792144454,2.3224701068840843,1.3146703607705792,0.31236319069196317,Iris-setosa

iris/tab_ddpm/8_4/15/test.csv

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

iris/tab_ddpm/8_4/15/train.csv

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

iris/tab_ddpm/8_4/15/val.csv

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

iris/tab_ddpm/8_4/16/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.894963578820274,3.0,1.3796262719673087,0.1959882442126561,Iris-setosa
+1,5.520467069821335,3.0,4.491772610626059,1.5197469737790543,Iris-versicolor
+2,6.522552493625871,3.0,5.826588340424724,2.2125118651075883,Iris-virginica
+3,6.307470596521661,3.1894309449546845,4.6012113367787295,1.5154566731909351,Iris-versicolor
+4,6.68973213333324,3.2536983057638293,5.701104244571757,2.1025279022468943,Iris-virginica
+5,5.7878127268165604,2.703836882516148,5.102063422177367,1.9034530622104806,Iris-virginica
+6,6.6824857261066075,3.11027405186493,4.713922922656797,1.5046069153007422,Iris-versicolor
+7,5.95541102676663,2.1852214551755123,4.006712661914417,1.001048980559049,Iris-versicolor
+8,4.853183385343204,3.0,1.4122345576204216,0.4051654279726611,Iris-setosa
+9,4.804504539332357,3.0,1.3854582048566928,0.10000010564063365,Iris-setosa
+10,5.484555934892916,2.4071048959258414,3.6365797265105875,0.9393734639377396,Iris-versicolor
+11,6.297518111165346,2.6998049643551214,4.894304715111278,1.7903590741166464,Iris-virginica
+12,5.8079561975821035,2.7137306129917786,5.08007596606009,1.8978142081506757,Iris-virginica
+13,5.461177082946632,3.0,4.482702396698601,1.4887659528888684,Iris-versicolor
+14,5.406023235867142,2.3777712485447795,3.5780572476456673,0.9099584214430276,Iris-versicolor
+15,5.237778984767408,3.400348594108737,1.4037194113588918,0.19990364954264156,Iris-setosa
+16,5.587137230209963,2.980752927846086,3.8315876338629735,1.2985827761036457,Iris-versicolor
+17,5.791900336375063,2.7970850974366286,5.118669553552269,2.392706352039597,Iris-virginica
+18,5.62669198296756,2.903240979969332,3.7538054423964584,1.295713070339933,Iris-versicolor
+19,4.747099643766082,3.3792976885612775,1.5539080794221654,0.19860629670859686,Iris-setosa
+20,5.5801354998258414,2.453696101611878,3.7472380061294697,1.077574415324852,Iris-versicolor
+21,4.913520573765503,2.409172182184872,3.4223638471434263,0.9668683602359882,Iris-versicolor
+22,5.005197318394494,3.384494511226633,1.578701144379445,0.4451600237570449,Iris-setosa
+23,5.804717883921702,2.7091425700174714,5.109802976666015,1.8917811058512781,Iris-virginica
+24,5.321263456424083,3.7188446060501534,1.4968631520596811,0.20157992951808626,Iris-setosa
+25,6.2931003832074754,2.308768104062257,4.36624136182937,1.3115436276329357,Iris-versicolor
+26,4.4,3.210380628000954,1.2964807673967467,0.19810039835839,Iris-setosa
+27,6.1153392325529,2.8035556095157217,4.648843510354697,1.192814811891342,Iris-versicolor
+28,4.917124907848017,3.0,1.4071420224252569,0.19504750818919017,Iris-setosa
+29,6.682731178255581,3.261171471095848,5.7137159136267135,2.121686346055933,Iris-virginica
+30,5.926039910008338,3.0,5.107934242491075,1.8138818048381546,Iris-virginica
+31,4.784038307363052,3.399062752198181,1.8191196137739818,0.2041184853134464,Iris-setosa
+32,4.4,3.2176168052013696,1.2919605341810223,0.20080909867948515,Iris-setosa
+33,6.784250369695487,3.2025468335766236,5.879067703980156,2.276234565115655,Iris-virginica
+34,6.445221276843882,3.079064533855319,5.261939664835082,1.908201126009507,Iris-virginica
+35,5.694550066100381,3.0,4.16170163456011,1.2183066446658362,Iris-versicolor
+36,6.700512415605957,3.264659453625907,5.702177411616231,2.4999993962873637,Iris-virginica
+37,4.592245499880977,3.607095356085213,1.0,0.19907928129056476,Iris-setosa
+38,4.770049763524469,3.0,1.3896535111715687,0.1,Iris-setosa
+39,4.962844004702634,2.373925110690227,3.6097525855715777,1.0312048320438694,Iris-versicolor
+40,5.500282888787125,2.5954554900350084,4.405182982699706,1.2046203601056706,Iris-versicolor
+41,5.639563770912683,2.8851477341994682,3.752093594063077,1.30199584435355,Iris-versicolor
+42,6.506416028010627,3.0,5.761889835308741,2.203962631099958,Iris-virginica
+43,6.254073681242498,3.379686006022195,5.459978466841552,2.2919311327856184,Iris-virginica
+44,7.717956580036165,2.5434809421903766,6.9,2.326429281636643,Iris-virginica
+45,6.051909712486565,3.389428290122628,4.560699197617289,1.6101346152367513,Iris-versicolor
+46,6.67763702251238,3.307385240584015,5.786659759852524,2.4999993568026264,Iris-virginica
+47,4.8162854098289785,3.404055398892017,1.701293987995983,0.20129490622001986,Iris-setosa
+48,5.555223760890224,2.4493126827491363,3.822673345370616,1.058242324794521,Iris-versicolor
+49,5.135046699905263,3.298541814445177,1.673379931993558,0.518358842558778,Iris-setosa
+50,7.677014399292724,2.8071911358131603,6.695252200427149,1.9834977499533588,Iris-virginica
+51,5.005642713287776,2.000000564118111,3.490912548855225,0.941026375746272,Iris-versicolor
+52,4.900174120729142,3.0,1.394411860245047,0.19919344251537272,Iris-setosa
+53,6.284080280547044,2.7164287437970023,4.905902934601493,1.7951036534418485,Iris-virginica
+54,5.571301707940335,2.5026744427212986,3.820693384050775,1.0577776516966497,Iris-versicolor
+55,6.7125033238601475,3.0,5.010957824151119,1.706742404560492,Iris-versicolor
+56,5.7627313850493325,2.814656732733085,4.512456513194044,1.3169700066333418,Iris-versicolor
+57,5.988534635266657,3.4073131471967795,4.519650846752174,1.5875940003159388,Iris-versicolor
+58,7.614031532559487,3.0,6.604914286358858,2.0943907919731974,Iris-virginica
+59,5.886362481816453,3.0,5.130734872296068,1.7980295992463808,Iris-virginica
+60,6.589345822634823,3.133821809059568,5.390212673831063,1.9957575403291623,Iris-virginica
+61,5.497072204026723,2.434863518765698,3.773615136419963,1.024808724018957,Iris-versicolor
+62,5.922553059026082,3.0,5.096922037032791,1.7973300601980522,Iris-virginica
+63,5.7938224686552555,2.701682442422857,5.09940173983559,1.8831288381368938,Iris-virginica
+64,6.4840676233124706,3.190285060852192,5.103418064717808,2.04218102145549,Iris-virginica
+65,4.590110817328929,3.6142231521781336,1.0000003847766477,0.19198740466121011,Iris-setosa
+66,5.117637432306845,3.49191907261709,1.394544376532622,0.19929121985833886,Iris-setosa
+67,6.58829585733507,3.159162634876107,4.710164059259359,1.5087626320048704,Iris-versicolor
+68,6.323162669695951,2.722347499644585,4.86319134480338,1.7829600818650528,Iris-virginica
+69,7.1591506103519125,2.8693872556253956,6.242944813776557,1.7954228093779219,Iris-virginica
+70,4.796824620020478,3.3981711581688114,1.67311410198027,0.20214829187720565,Iris-setosa
+71,6.618994909937905,3.3287601033840293,5.739647317359286,2.5,Iris-virginica
+72,5.020877664279482,3.5715110411999356,1.4098996709294893,0.2006998304061462,Iris-setosa
+73,6.17298244299792,2.2131575153630236,4.472268066266481,1.5046337112334227,Iris-versicolor
+74,5.587887860579282,2.4944108221820014,3.8936370166645413,1.1053964963757363,Iris-versicolor
+75,4.811966352869716,3.4004274983255605,1.821088637819011,0.20210048272990044,Iris-setosa
+76,5.849406956975856,2.802255427727582,5.096036293525854,2.39606329664313,Iris-virginica
+77,5.34719619278512,3.659914559500421,1.5119133804737108,0.20580840340039194,Iris-setosa
+78,7.716501560855372,2.604537613179463,6.9,2.301042725290806,Iris-virginica
+79,5.805123703676173,2.6931296308245107,5.083250211195567,1.8709856816750237,Iris-virginica
+80,4.894369227760618,2.4158617082950986,3.189399058913789,1.003082944700084,Iris-versicolor
+81,6.569369361008318,3.0,4.400243489799055,1.4116734533181055,Iris-versicolor
+82,7.9,3.834022361441504,6.364804451413145,2.002013568918454,Iris-virginica
+83,5.190110360155342,3.396366208536932,1.3992846174240632,0.20040105057748644,Iris-setosa
+84,5.417101800058459,3.91439602941492,1.297347888439402,0.4360767230754128,Iris-setosa
+85,6.082430709571267,2.807672864767339,4.687735916746014,1.2092301012647126,Iris-versicolor
+86,5.973785429701793,2.9103720348989204,4.501260149036293,1.4718651293462706,Iris-versicolor
+87,5.442021235203238,3.407747294065378,1.509142700235638,0.4254030475382471,Iris-setosa
+88,5.891540458661385,3.0,5.108021613357145,1.810119225318755,Iris-virginica
+89,4.625341716118119,3.546292471635237,1.0000004124607724,0.20388330238906105,Iris-setosa
+90,6.681248137121862,3.0657943293682837,4.607584907328012,1.4590123780104869,Iris-versicolor
+91,4.607901382718129,3.1599722400824555,1.386678237150642,0.20059516354128767,Iris-setosa
+92,5.479767207610055,4.2,1.397494599218225,0.19491884983935892,Iris-setosa
+93,5.646555901151822,3.0,4.200104694593202,1.2468847675694472,Iris-versicolor
+94,6.844249289189251,3.196611786409614,5.952343643405878,2.3026631653706615,Iris-virginica
+95,5.999077939295398,3.408913543406282,4.529369585840536,1.6281855735983912,Iris-versicolor
+96,7.264723252760457,2.8910050156007085,6.273429747641755,1.797168685057067,Iris-virginica
+97,5.693282492754561,2.8858988836379407,4.1225352873384375,1.2955187086794964,Iris-versicolor
+98,5.015841182475054,3.0,1.642571969492643,0.18935604257435878,Iris-setosa
+99,4.631502586391933,3.237728884900516,1.401176155138811,0.20009371147728705,Iris-setosa
+100,5.801652434934765,2.687186304987515,5.090768343759254,1.8921095835714001,Iris-virginica
+101,4.850172832800184,3.0,1.4089704367246174,0.1,Iris-setosa
+102,6.236870836880876,2.264874453778978,4.34992950518821,1.2274382532127976,Iris-versicolor
+103,4.99235053425473,3.0,1.6201314013176957,0.19964984731743246,Iris-setosa
+104,4.9121108234731885,3.1003035593710524,1.4867291440515813,0.1,Iris-setosa
+105,6.6927261267377665,3.0,4.981788111872699,1.7034187321979277,Iris-versicolor
+106,5.972794846203266,2.8529575145914112,4.6210944392850815,1.257401319272175,Iris-versicolor
+107,5.84992342865351,3.110396873168449,4.698239013835011,1.6939277775104844,Iris-versicolor
+108,6.683614927379085,3.0508273601247415,4.59005817574489,1.4699845464657368,Iris-versicolor
+109,6.079489249899485,3.0,4.590696456944501,1.3917011148229517,Iris-versicolor
+110,6.455424032750461,3.0,5.525581202682504,1.8031745531465542,Iris-virginica
+111,5.6003967192880255,2.7827333763598183,4.457888061644207,1.2911297313590242,Iris-versicolor
+112,6.684968130215282,3.2966897442091905,5.711636325826327,2.5,Iris-virginica
+113,6.158655701395056,3.403598692759062,5.457477025669496,2.3049115073268323,Iris-virginica
+114,4.4,3.1953641491408087,1.308021848565681,0.1951326890504691,Iris-setosa
+115,5.652834707751089,3.7716144552956945,1.7918692538379588,0.3441756801364397,Iris-setosa
+116,4.608762638061531,3.202861373973989,1.4056071105390504,0.2003095191706017,Iris-setosa
+117,6.838965761562844,3.1916075180781034,5.943643153288586,2.2967071644932373,Iris-virginica
+118,5.5645045455998225,3.0,4.028374780218611,1.3134849417944292,Iris-versicolor
+119,6.47931057058916,2.9900281305038545,4.384553588348564,1.363557013923572,Iris-versicolor

iris/tab_ddpm/8_4/16/test.csv

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

iris/tab_ddpm/8_4/16/train.csv

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

iris/tab_ddpm/8_4/16/val.csv

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

iris/tab_ddpm/8_4/17/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.528294101485563,2.5022361514824096,3.893621679606771,1.076130879557609,Iris-versicolor
+1,6.700056297792765,3.1068168655151327,4.733042733108491,1.4998410858606803,Iris-versicolor
+2,5.002273180838121,3.3977738024094077,1.583669101020005,0.4205771506929706,Iris-setosa
+3,5.295579330230366,3.6605388168040025,1.4927996846365514,0.20322083422571283,Iris-setosa
+4,7.133292586035137,3.0,5.984567393276712,2.1515737230003324,Iris-virginica
+5,4.599812218608325,3.6055686209011584,1.0000005919083164,0.19958049948793521,Iris-setosa
+6,5.54055144647923,2.419493021687617,3.73501720565748,1.0111889331084527,Iris-versicolor
+7,6.274342909804092,2.9075134738146944,5.587290525193261,1.8083967129269507,Iris-virginica
+8,5.087575888719273,3.290213418892916,1.6970028584397818,0.4731812293838951,Iris-setosa
+9,6.299690855405791,2.897680590146829,5.60234538453672,1.7980872882225003,Iris-virginica
+10,5.802121675743692,2.7070965220663963,5.1213998382009605,1.90236696533725,Iris-virginica
+11,7.899998847612478,3.774088008658833,6.433320981138735,2.0068164202182026,Iris-virginica
+12,5.667705014070288,2.5424730422922375,3.963276812098168,1.054607088785258,Iris-versicolor
+13,5.71065489076784,3.0,4.1833750793938975,1.163152629588249,Iris-versicolor
+14,6.502772207719706,3.0,5.460693491211915,1.8019103262064184,Iris-virginica
+15,4.886474961812327,3.0,1.3980796462964025,0.2014986498320423,Iris-setosa
+16,6.266467740851593,2.704755915555676,4.93992145357409,1.8086439755441328,Iris-virginica
+17,5.787412911733458,2.7985023112327676,5.094281383674377,2.4151197192493243,Iris-virginica
+18,5.515392523117604,4.2,1.409117643224037,0.20353930671958584,Iris-setosa
+19,5.6680479648903335,2.887736297676453,4.04451306607045,1.2984369358427275,Iris-versicolor
+20,6.5095669064364765,3.194853244861896,5.089454803066509,2.001287339731277,Iris-virginica
+21,6.705563909515847,3.303862725388443,5.684039697563605,2.4999996372322135,Iris-virginica
+22,5.085911005402962,3.6779646894234888,1.4967677407589848,0.42730008311997736,Iris-setosa
+23,4.597476921718253,3.6254094591744894,1.0,0.1978668115912861,Iris-setosa
+24,5.49381566680112,4.19999915020271,1.3934186857920592,0.20056556426794045,Iris-setosa
+25,5.805424065341898,2.8085741728923486,5.100599858920665,2.3925713518476877,Iris-virginica
+26,5.0241745909992535,3.5255805283825774,1.4021917686731986,0.206775685736347,Iris-setosa
+27,5.190069726719528,3.5034126707105715,1.4454469840815642,0.19880529688656018,Iris-setosa
+28,5.9851247546330795,3.402316577074708,4.483389575727875,1.5606118246174758,Iris-versicolor
+29,5.7974296092646025,2.8281730329684223,4.5389948506294475,1.344251118208265,Iris-versicolor
+30,5.454661927072407,3.42304560813471,1.5157548227154451,0.3912802377544723,Iris-setosa
+31,6.668272886347346,3.0,5.01205995312512,1.6973807897787196,Iris-versicolor
+32,5.141351821541606,3.5032804541853175,1.4138056157158014,0.20312725993328912,Iris-setosa
+33,5.645753868082576,2.951071626323226,3.9028499698747403,1.306546820465946,Iris-versicolor
+34,4.9091189011215715,3.0,1.4011496330502575,0.19960723529164504,Iris-setosa
+35,5.489081894408434,3.0,4.52116205810204,1.506144718188209,Iris-versicolor
+36,5.673831919630137,3.7873590617355832,1.5725551395961124,0.2939775807670403,Iris-setosa
+37,6.688702275274565,3.1079324458326143,4.694345309487582,1.5036840691935465,Iris-versicolor
+38,6.169851682955615,3.336808961697435,4.592082801619594,1.5795104708145833,Iris-versicolor
+39,5.013890171339234,2.0000008977611032,3.569763111384454,1.0145130236399624,Iris-versicolor
+40,7.0630900980875415,3.0,5.839962822920381,2.1308257762611347,Iris-virginica
+41,5.095938602161009,3.281125678421576,1.7671311137837649,0.4757112880334814,Iris-setosa
+42,6.731337871227496,3.0614124575035895,4.773401378877471,1.5358693660839426,Iris-versicolor
+43,5.116661693308031,3.503413117730287,1.3897865475429558,0.20355240084696707,Iris-setosa
+44,5.002130827053925,3.0,1.5753053613500798,0.2019416333024853,Iris-setosa
+45,7.602561787653597,3.0,6.623235786409518,2.08433324944453,Iris-virginica
+46,4.782472539469505,3.4002333679622176,1.5714471617139938,0.20116999517818412,Iris-setosa
+47,6.131251250563419,2.324198500562855,4.258785018076308,1.194022183314605,Iris-versicolor
+48,4.894025592721762,3.083739903441945,1.502008644445812,0.1,Iris-setosa
+49,4.598247456791495,3.576392390111183,1.0,0.20120642051850954,Iris-setosa
+50,6.319736258170098,3.2806163610137853,4.685951476141819,1.5897128956748046,Iris-versicolor
+51,6.679293266624019,2.493012813872023,5.7503215837352695,1.801492642933017,Iris-virginica
+52,5.284039493377273,2.388908035690111,3.554311607945672,0.9488445310487317,Iris-versicolor
+53,5.804781980751245,2.688621109741379,3.994515343550607,0.9223140896501438,Iris-versicolor
+54,5.497924503173618,4.2,1.4118824385703648,0.19756855525599737,Iris-setosa
+55,5.988333582472942,3.0,4.568046229627424,1.413269381268407,Iris-versicolor
+56,4.620931356514915,3.590566589262141,1.0000004039450314,0.20383638616403102,Iris-setosa
+57,5.179253984867586,3.6132040690579523,1.448198159025505,0.20278047466078736,Iris-setosa
+58,5.501408888867088,3.0,4.490577131639202,1.4653320028471915,Iris-versicolor
+59,6.691697592734614,3.0,4.974539518620606,1.7021426187413315,Iris-versicolor
+60,6.2470029457139535,3.013871280559,4.651573540013097,1.496572542786336,Iris-versicolor
+61,6.111233901116586,2.8269164289480737,4.6339999652614265,1.232782957975152,Iris-versicolor
+62,5.6343201402410585,2.8552212015387988,3.8450543753891537,1.2563160976760797,Iris-versicolor
+63,6.687694579586036,3.1020737433605063,4.703107616761306,1.5031278838341045,Iris-versicolor
+64,4.497807928731641,2.322919508851889,1.3022946181702744,0.3964319277053287,Iris-setosa
+65,5.672334474172247,3.7094024102821037,1.5786941170307045,0.33006070912430246,Iris-setosa
+66,6.147308283493908,2.2256954876654906,4.257261355422731,1.2148474818498343,Iris-versicolor
+67,4.895926944882065,3.1104879259398364,1.4985153880394517,0.1,Iris-setosa
+68,6.884727033631382,3.1251059168403277,5.07385997552352,2.3008696817434378,Iris-virginica
+69,4.7991355722367945,3.0,1.4040763853719804,0.36612245906324303,Iris-setosa
+70,6.295129534961427,2.6925174029580687,4.914614690270474,1.7998219307744625,Iris-virginica
+71,5.188243440142419,3.7292004184875567,1.4962123324963224,0.41956801418935574,Iris-setosa
+72,6.688548034123542,3.264731871659311,5.756608383274691,2.1045896674421627,Iris-virginica
+73,5.867338687563539,3.1753337299273787,4.772221857829194,1.7582358496364006,Iris-versicolor
+74,4.997041912843778,2.0,3.5220109649891587,1.0095831880760142,Iris-versicolor
+75,5.012795283451274,2.0000005812359714,3.487830957641634,0.8832914509338485,Iris-versicolor
+76,4.867665061312676,3.0,1.401129857268749,0.2816556611765939,Iris-setosa
+77,4.913834359780158,3.0,1.4069542360364453,0.19976597599825313,Iris-setosa
+78,6.291644418258093,2.905030220990156,5.60169883779451,1.788161696082731,Iris-virginica
+79,5.529835312977923,3.0,4.470189633808331,1.4977169104655497,Iris-versicolor
+80,7.315757677704076,2.9050087549367505,6.264382147873217,1.798902967102157,Iris-virginica
+81,5.439876125703444,3.0,4.497424459209045,1.5089284108380105,Iris-versicolor
+82,6.2784344478784915,2.647855614530858,4.906586066295236,1.8111294252963477,Iris-virginica
+83,6.052383799564602,3.356115126968074,4.587030611595498,1.6037684357298687,Iris-versicolor
+84,5.102292384162134,3.295478073578536,1.6264607162427336,0.472802470352407,Iris-setosa
+85,5.778818364440185,2.690923890188718,5.137007086348846,1.9108154823183991,Iris-virginica
+86,5.447872006857849,3.0,4.462232656369464,1.4889073887779962,Iris-versicolor
+87,6.078127277312628,3.0,4.60943968022952,1.4164118825295686,Iris-versicolor
+88,6.71555010871834,3.2686598137824,5.770724029125708,2.5,Iris-virginica
+89,7.710634766581395,2.8008395936568418,6.703671129624032,1.9938540938485834,Iris-virginica
+90,4.601589523039681,3.212836734440171,1.4095483744329518,0.2018951616240183,Iris-setosa
+91,4.829234759969018,3.392944415779076,1.7851207506632663,0.19977014553299127,Iris-setosa
+92,5.669025110962213,2.9677219980052243,4.138278923619759,1.2708240292094906,Iris-versicolor
+93,6.872211289280293,3.087147206949107,5.092461664952473,2.2957941343050186,Iris-virginica
+94,4.988009115236751,3.0,1.568785017338592,0.19900080834609662,Iris-setosa
+95,4.828470695398256,3.418690653702397,1.5460503931238145,0.20248661508879615,Iris-setosa
+96,6.36875289938783,2.902309936515176,5.597893816560422,1.7964583903694236,Iris-virginica
+97,6.361132348914834,2.877976524916865,4.320669407758048,1.2838333586414274,Iris-versicolor
+98,5.474576360163611,2.548786710708093,4.305271538568615,1.1570708046110278,Iris-versicolor
+99,6.3124085492526305,2.5043779762875635,5.012824218585529,1.8982562044894251,Iris-virginica
+100,5.7884789012121605,2.795146817991576,5.141370085858253,2.306710779984227,Iris-virginica
+101,6.292050461159338,2.876058378625303,5.591183988057463,1.8026834957725681,Iris-virginica
+102,5.5185749246613165,4.199998967359058,1.388720267970788,0.20245031925548382,Iris-setosa
+103,7.7187178256557845,2.7905289697816467,6.716060046285898,2.009531265229441,Iris-virginica
+104,6.537998887596311,3.205939044757174,5.172590706570302,2.029822736490952,Iris-virginica
+105,5.797344696977287,2.8029519172760846,5.095741993462612,2.398952824801598,Iris-virginica
+106,5.470206038906054,3.0,4.517422271586991,1.5171980435660184,Iris-versicolor
+107,7.9,3.808896974933353,6.390037652637282,2.0225798737982874,Iris-virginica
+108,5.530747115723066,3.0,4.525032953790409,1.5051410581441387,Iris-versicolor
+109,4.906472973114843,2.3823576138642886,3.2628714448814673,1.0070270302738726,Iris-versicolor
+110,5.801549682596383,2.702016952238682,5.105215156216007,1.900210637343209,Iris-virginica
+111,4.582683614900988,3.614985147880497,1.0,0.19775306548481036,Iris-setosa
+112,6.718537231961236,3.2658855836190552,5.7508227648832975,2.1867396029388253,Iris-virginica
+113,5.42718207958861,3.0,4.493051456327453,1.4992711236809795,Iris-versicolor
+114,6.272398780835502,3.2900724771374397,4.709322438199322,1.5884790199029226,Iris-versicolor
+115,5.388193377546141,3.405382003798175,1.5249958062699127,0.413369845734037,Iris-setosa
+116,5.78884545593483,2.705181514554762,5.090178455098304,1.8838276217160468,Iris-virginica
+117,5.707716331005006,3.0,4.17238534380421,1.2469707706191913,Iris-versicolor
+118,6.819616597828396,3.1958756244625914,5.910305920554531,2.3112279050799494,Iris-virginica
+119,6.294030861812409,3.3023670013524775,4.678983898936787,1.5724109731520075,Iris-versicolor

iris/tab_ddpm/8_4/17/test.csv

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

iris/tab_ddpm/8_4/17/train.csv

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

iris/tab_ddpm/8_4/17/val.csv

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

iris/tab_ddpm/8_4/18/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.9,3.779376596392077,6.383145161978339,2.0112832990770695,Iris-virginica
+1,4.809086625502398,3.392567790175893,1.6510839825823855,0.19830440413983752,Iris-setosa
+2,5.712538777472261,2.903101552283318,4.233147545228977,1.2921333539852258,Iris-versicolor
+3,6.70611062252336,3.0914076988163153,4.684787378759023,1.4697425761488565,Iris-versicolor
+4,5.5355868768587575,2.4423314868220722,3.7613109206037665,1.0421633927045866,Iris-versicolor
+5,4.939185380533566,3.0,1.3778978938135353,0.1998234813683803,Iris-setosa
+6,5.687150693004693,3.802794331763735,1.6714711037650554,0.2971686444021752,Iris-setosa
+7,5.140946408170156,3.4578795141618173,1.408673697468556,0.20000683573781974,Iris-setosa
+8,4.818783532564384,3.4088159567684477,1.7761098908510686,0.1991987137880848,Iris-setosa
+9,6.513928448603221,3.190468724967028,5.111832717112965,1.9973508945523124,Iris-virginica
+10,6.998341941332154,3.1788635836028485,5.974826756261486,2.294645017709233,Iris-virginica
+11,5.206143371855397,3.4335942970807585,1.4084719364299403,0.20683543703733104,Iris-setosa
+12,6.444818077618423,2.943396062848409,4.318569533177114,1.3262058458397847,Iris-versicolor
+13,5.6385829449730585,3.0,4.180575851246557,1.2591016716721055,Iris-versicolor
+14,6.201626578088238,2.1988248323456876,4.472895976126821,1.4802375876854215,Iris-versicolor
+15,6.346851535463995,2.9406686662450605,5.607161777602593,1.8316325251230243,Iris-virginica
+16,7.704483828922469,2.8094613952310246,6.718258298044887,1.9817837056516932,Iris-virginica
+17,6.271663699414438,2.2988134817766728,4.366324759978556,1.2981786335127854,Iris-versicolor
+18,6.787452481031467,3.202590841603379,5.868799745778637,2.28395798478014,Iris-virginica
+19,7.162354084242498,3.0,5.827951740579186,2.161935798734588,Iris-virginica
+20,6.302901273908884,2.582026070652985,4.937831184835096,1.8362377986937592,Iris-virginica
+21,6.335911582253053,3.3902105458887193,5.417379166223947,2.244182669691599,Iris-virginica
+22,6.699978073841951,3.283625267875099,5.65835844520746,2.499999482368427,Iris-virginica
+23,5.422101145632149,3.894306848336435,1.297557052036453,0.3903346891258511,Iris-setosa
+24,4.9014397995342005,3.0,1.3985192950735335,0.19960908546850623,Iris-setosa
+25,6.514458749311606,2.9849410710395725,4.328406989487162,1.360266688805698,Iris-versicolor
+26,5.361407299657812,3.37822025329695,1.5023885115188254,0.39264538901786167,Iris-setosa
+27,4.806782551799246,3.4018746647662645,1.7294464050717901,0.19987635626091307,Iris-setosa
+28,7.899998480541978,3.786479185596924,6.384614247562514,1.9874441533460725,Iris-virginica
+29,7.720783879833144,2.6323646546367017,6.9,2.309037136898795,Iris-virginica
+30,6.9310059546506135,3.109564597018266,5.102032356656945,2.2968292556279915,Iris-virginica
+31,6.674860509315739,3.3042001319034195,5.732230416719676,2.5,Iris-virginica
+32,5.928912687601876,3.195442576154696,4.793125358058021,1.7951332131063276,Iris-versicolor
+33,6.213270715650058,2.2057775399100032,4.498451167152923,1.5130143913359124,Iris-versicolor
+34,5.614160116423708,3.0,4.154140621627365,1.265403107729016,Iris-versicolor
+35,5.5056725264518604,2.6129093372762298,4.426556246774653,1.2000086113100796,Iris-versicolor
+36,6.531278137260876,3.242447696078444,5.1509590163172225,2.0778703019595657,Iris-virginica
+37,5.018920975787171,2.0000004975047587,3.5204933763963964,0.9929136271198928,Iris-versicolor
+38,4.803467321502148,3.4022178286893734,1.8809866489470206,0.20205529599590466,Iris-setosa
+39,5.425528143537335,3.0,4.477386519106339,1.4833923878747157,Iris-versicolor
+40,4.818940690426992,3.396240649276524,1.9829869276843666,0.20281027050011338,Iris-setosa
+41,6.330158291599477,2.9170054728587935,5.609223252920294,1.8043867383424004,Iris-virginica
+42,6.252220220857711,3.3752044966126418,5.408890109589659,2.2825924948022362,Iris-virginica
+43,4.626699244212564,3.23460747633769,1.4074513464478424,0.19777613265916283,Iris-setosa
+44,6.5038132124983905,3.0,5.467941855794182,1.79742671601425,Iris-virginica
+45,4.801321696010115,3.3990751814905655,1.7385594434139087,0.1986213532525942,Iris-setosa
+46,5.703552703314489,2.9173515244783657,4.157314572143328,1.2483867195841747,Iris-versicolor
+47,4.807075483942552,3.0,1.4030153196581114,0.2921765843932682,Iris-setosa
+48,4.61688949096831,3.217782134299351,1.4226588809554952,0.2002349112685753,Iris-setosa
+49,6.692750136209035,3.0971837135030613,4.695527355979952,1.5077139674072277,Iris-versicolor
+50,6.244399985451726,2.227930542745454,4.5059905325542005,1.4587944579598224,Iris-versicolor
+51,4.99321822248794,3.0,1.5747016290708857,0.19965196864355894,Iris-setosa
+52,5.127079412755827,3.703990790368057,1.5181955777460787,0.4111792319406471,Iris-setosa
+53,4.602624477670246,3.601037727054964,1.0,0.20164892817901056,Iris-setosa
+54,4.973606134339236,2.0,3.5229921172221395,1.0178783193743444,Iris-versicolor
+55,5.562159999865014,3.0,4.042145789419108,1.3095435294314886,Iris-versicolor
+56,6.807863108821643,2.802755354936452,4.788780846063091,1.4025640065911977,Iris-versicolor
+57,6.095125189856354,2.909340691263866,4.428110265667771,1.4007932357139792,Iris-versicolor
+58,4.596925140780471,3.6466597722175966,1.0,0.19592651602748695,Iris-setosa
+59,4.893530326742003,3.1330627373445243,1.5161010257218266,0.1,Iris-setosa
+60,6.805617750748354,2.8035547440728874,4.807943431274537,1.3920985287340477,Iris-versicolor
+61,6.107451146280795,3.0,4.586422199095843,1.392571785112137,Iris-versicolor
+62,5.24173844653049,3.4033992869788787,1.4154783943241727,0.19916480386513918,Iris-setosa
+63,7.7106704665329975,2.6048839354367015,6.9,2.299358399565115,Iris-virginica
+64,5.003330797680998,3.0,1.5764600275533422,0.2031966867488952,Iris-setosa
+65,4.804766158298165,3.0,1.409513776498946,0.10000009525715768,Iris-setosa
+66,4.4,3.216139520145396,1.2971493954135005,0.2025848697126275,Iris-setosa
+67,6.490016748967458,2.958624620501262,4.3465885054166975,1.3591280262758045,Iris-versicolor
+68,6.80415359383757,3.1615242814929796,5.924066761854296,2.3008809377843717,Iris-virginica
+69,5.103922671572118,3.7154554257117725,1.4859952231575333,0.3887501439108426,Iris-setosa
+70,6.656231680952226,2.520029979796965,5.697947786355669,1.8028917262786273,Iris-virginica
+71,6.701199295926018,3.0,4.998420890335865,1.7035043463068742,Iris-versicolor
+72,6.6983961998601,2.5025645719786294,5.905374921743589,1.7783467795291772,Iris-virginica
+73,6.482427235114586,2.9463162164694006,4.345289926618673,1.3435505029555672,Iris-versicolor
+74,5.79278877279171,2.717307343134328,5.09226098874372,1.8973396994407932,Iris-virginica
+75,7.679679378560717,2.807331015006597,6.710047858140446,1.9956629737240574,Iris-virginica
+76,6.799291339414351,3.1977823822510363,5.841385293156395,2.2894974096202088,Iris-virginica
+77,7.714680830446192,2.5838253540634266,6.9,2.306803271791498,Iris-virginica
+78,5.391115202549848,3.3833498380005333,1.493216518119692,0.39001061359493866,Iris-setosa
+79,5.899152737980408,3.0,5.085081811079791,1.788437492270925,Iris-virginica
+80,6.017097405811425,2.201489424022104,4.091919843498813,1.0151952162941278,Iris-versicolor
+81,4.400000586528861,3.19564249088973,1.2700401226163551,0.1962809087648124,Iris-setosa
+82,5.892082992049628,3.0,5.111806099745883,1.802289056986667,Iris-virginica
+83,6.69863878481049,2.4911428903069606,5.938617922807532,1.7998296544603367,Iris-virginica
+84,5.5275466512500895,2.6525475585244633,4.441392943882452,1.25227022692675,Iris-versicolor
+85,5.637958083011817,2.9033513115231715,4.09500610644676,1.2940676698677613,Iris-versicolor
+86,4.613901401634846,3.656374894334502,1.0,0.19319352138545082,Iris-setosa
+87,6.1079893014277244,3.0099531532440116,5.09122005680395,1.9021186951674252,Iris-virginica
+88,6.719521814100112,3.2811322383065193,5.771416854062851,2.0998615245324452,Iris-virginica
+89,4.836498745379999,3.014671649466811,1.4604059475270486,0.10000009311242333,Iris-setosa
+90,5.7595106468381925,2.6553595792840072,3.9831338839218744,1.0068823548812167,Iris-versicolor
+91,5.802775124914549,2.7320488387151087,4.186859945339457,1.0376694526692176,Iris-versicolor
+92,5.104516366062446,3.49348746017395,1.4029359872464549,0.19765053953547906,Iris-setosa
+93,4.800941687304291,3.4011624287049442,1.6278510641893884,0.19495228470444884,Iris-setosa
+94,5.196637260649738,3.4073064660832366,1.4050283251943538,0.20037997892147183,Iris-setosa
+95,5.680803215532842,2.8827984543313856,3.99752089214225,1.2852001932645991,Iris-versicolor
+96,5.793830905635993,2.711706092565347,4.0974526169090355,0.9679534942945534,Iris-versicolor
+97,4.505398586197457,2.2879743855345724,1.302118273984841,0.29771881457356414,Iris-setosa
+98,5.700743904557207,3.0,4.200473071615771,1.1948539166340617,Iris-versicolor
+99,4.4900605332741765,2.2730965781993397,1.287965437087226,0.29113655307722397,Iris-setosa
+100,4.888889035964688,3.104849039647633,1.4832263414045375,0.10000010042257053,Iris-setosa
+101,5.000006425598009,2.0,3.3178880526007717,0.9566345662950428,Iris-versicolor
+102,5.7837932357320305,2.7921186129025175,5.089634385859776,2.389399529909263,Iris-virginica
+103,7.676953974177477,2.5917287436397607,6.9,2.3060962450146363,Iris-virginica
+104,6.479901463502472,3.0,5.781316336887685,2.201560474266922,Iris-virginica
+105,5.77904376737205,2.692311022610909,4.079522299380361,0.9361556563338791,Iris-versicolor
+106,5.675780646539786,3.0,4.192766202150995,1.1975649535167048,Iris-versicolor
+107,5.864704485283172,2.704613224104297,5.094662437773091,1.9070892550411438,Iris-virginica
+108,5.23892734446408,3.750272512928626,1.5258062424233765,0.4089473451434483,Iris-setosa
+109,6.716790039879036,3.0,5.004981880161546,1.7118688718937964,Iris-versicolor
+110,4.4,3.223031476338704,1.2838387094076715,0.1994311684449191,Iris-setosa
+111,5.797330683639448,2.69296603700347,5.117103641872805,1.8875744648457315,Iris-virginica
+112,5.009271632511545,3.0,1.5732951036822822,0.19754452781973977,Iris-setosa
+113,5.880835702314325,3.0,5.093874601056751,1.8048030868854703,Iris-virginica
+114,6.694394573468278,3.2624692966982045,5.663653975350257,2.4999994839357393,Iris-virginica
+115,5.807055249705044,2.7121701014929975,5.0980117391245505,1.896951938647502,Iris-virginica
+116,5.805700231787201,2.6998731381536465,4.154717820844072,1.0075569290585302,Iris-versicolor
+117,4.79165887450405,3.385385500068131,1.8232203000324647,0.19952139386659984,Iris-setosa
+118,5.814768518432559,2.7092718181421938,5.144739606305038,1.8970486206820805,Iris-virginica
+119,5.084154411966225,3.496151080795476,1.3939281447847178,0.19929761613685604,Iris-setosa

iris/tab_ddpm/8_4/18/test.csv

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

iris/tab_ddpm/8_4/18/train.csv

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

iris/tab_ddpm/8_4/18/val.csv

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

iris/tab_ddpm/8_4/19/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.9470420844647425,3.0,5.136732257108922,1.7932188962645992,Iris-virginica
+1,5.411552529893527,3.9071458959387266,1.2856806577238875,0.42043337803040615,Iris-setosa
+2,6.720024435302423,2.4805491513984768,5.816380997236087,1.7984066321945427,Iris-virginica
+3,5.902326438381403,3.0,5.099659864070879,1.7987993978033674,Iris-virginica
+4,6.478023608409801,3.0,5.793884953299022,2.202297101979568,Iris-virginica
+5,6.497048751825395,3.0,5.515183100703439,1.8064733894749276,Iris-virginica
+6,4.903933428630353,3.0,1.4309580814971334,0.20362489271984183,Iris-setosa
+7,6.3121510866538495,2.906958350692663,5.589038542537631,1.8048804571657007,Iris-virginica
+8,6.791379076207179,2.8021670342483103,4.828781168428385,1.4086196984361175,Iris-versicolor
+9,5.862761743994053,2.689500563432092,5.146580175278561,1.895636733956883,Iris-virginica
+10,4.900596187819852,3.089419582719525,1.5135891838901545,0.10000009522171249,Iris-setosa
+11,6.018169577516112,3.395342050571026,4.486523942046237,1.6028914707746182,Iris-versicolor
+12,4.812497774106524,3.0,1.3899431859690978,0.1000001107819441,Iris-setosa
+13,6.720260219806314,3.0,4.994417586090365,1.6880281905807577,Iris-versicolor
+14,7.720153556556532,2.7985662839542256,6.725398865754185,2.014198119411463,Iris-virginica
+15,4.4,3.211275887196509,1.2928483032463565,0.19908950984483426,Iris-setosa
+16,6.134914388687982,3.0,4.609667802891232,1.4255346165707463,Iris-versicolor
+17,5.771817471699452,2.693399156997493,5.091376212876095,1.8945821820800224,Iris-virginica
+18,6.415124886769494,2.9044374375943076,4.325429571273453,1.304294340619429,Iris-versicolor
+19,6.7012803663767615,3.2857317454529915,5.689627821569407,2.499999598677218,Iris-virginica
+20,5.786141924552804,2.719246599145642,5.121111269007183,1.8966959799600536,Iris-virginica
+21,6.264568622382826,2.900542593369589,5.5905293978502515,1.797447939420673,Iris-virginica
+22,5.5346893736824585,4.1999992727511435,1.4091075145753975,0.2002110277661964,Iris-setosa
+23,4.901156459542337,3.0,1.3941302945055023,0.19635698409777724,Iris-setosa
+24,6.692245907012866,3.3062181438098115,5.729015523206513,2.4999994465621036,Iris-virginica
+25,7.301315662682366,2.909492656410094,6.248212181958936,1.8055427707765712,Iris-virginica
+26,6.695562497434122,3.3080672425298454,5.671146121741427,2.499999634352722,Iris-virginica
+27,5.70581908416552,2.9159188197568,4.199932976915612,1.29268087850375,Iris-versicolor
+28,5.813767565167852,2.6932610850125704,4.04053094365893,1.0061598645469259,Iris-versicolor
+29,6.686274061423939,3.3067978864600462,5.691439895571491,2.5,Iris-virginica
+30,5.403045756372125,3.0,4.471859601994847,1.5218334274499998,Iris-versicolor
+31,7.662581412784235,2.6101083927795785,6.899998916359419,2.2848210205679087,Iris-virginica
+32,6.301018011793548,2.527010834665354,4.978808047629139,1.8838216661723477,Iris-virginica
+33,4.602535128979938,3.6068388724310583,1.0,0.1983692234345357,Iris-setosa
+34,6.2269479601665285,3.0,4.607280771376136,1.4150247255591293,Iris-versicolor
+35,5.503295054371217,2.4234454622909114,3.710182017166529,1.0107605941486395,Iris-versicolor
+36,6.752643961317639,3.1242270146465043,5.4954091533327345,2.243414961030125,Iris-virginica
+37,5.037684989441858,3.542720870527069,1.402526804167654,0.2022929422659065,Iris-setosa
+38,6.444093876577949,3.0,5.551964567707016,1.804255295312284,Iris-virginica
+39,5.117949118148254,3.682883158089323,1.4963629166792156,0.3729951533126048,Iris-setosa
+40,5.672395057960079,2.7837327553399183,4.502376733398946,1.30294472091599,Iris-versicolor
+41,7.6966910783072215,2.5804285299363188,6.9,2.303255384392826,Iris-virginica
+42,5.091316880676292,3.5149818397298596,1.4061830952821615,0.20546502846563805,Iris-setosa
+43,6.029017599721175,3.3990735956586495,4.5119225411458865,1.6058960749882616,Iris-versicolor
+44,5.68376123066448,3.0,4.523780129236985,1.512692195233402,Iris-versicolor
+45,4.904508035056296,3.120941619451724,1.500729940947038,0.10000009338077266,Iris-setosa
+46,5.11818950741971,3.2962176710329913,1.793568626171994,0.4459313733797602,Iris-setosa
+47,5.224368624664977,3.400587432160973,1.4000024816867143,0.19915570138176936,Iris-setosa
+48,4.612301043199639,3.2055925587660377,1.4077351602130888,0.20063674499953044,Iris-setosa
+49,5.727462586030011,2.87842231032995,4.112645487831438,1.273139517908418,Iris-versicolor
+50,6.710798879322349,3.3185907051773236,5.6363768387951065,2.5,Iris-virginica
+51,7.118117062213431,3.0,5.895937441628219,2.0882667838064575,Iris-virginica
+52,5.4107979854467105,3.3908047107295927,1.5126871898995098,0.43981672789556164,Iris-setosa
+53,5.521374130913517,3.0,4.48103752367699,1.4911747673248636,Iris-versicolor
+54,6.814464548518286,2.787350105741446,4.8200488014988325,1.3968269275071963,Iris-versicolor
+55,6.7102131396440114,2.504058115484663,5.799894259199537,1.7999551834594194,Iris-virginica
+56,4.500137053690984,2.3229314526210656,1.2925544855537425,0.329737351778282,Iris-setosa
+57,5.951611312776494,3.0,4.535597543525672,1.3787115290423053,Iris-versicolor
+58,5.531578731050978,2.613994936414143,4.409183553294811,1.2213192758396019,Iris-versicolor
+59,4.79101754464857,3.3847632898278572,1.9401896860388106,0.19759501988654346,Iris-setosa
+60,6.375153111687326,2.8818736338970314,4.306514193181986,1.2900728281178673,Iris-versicolor
+61,7.9,3.8383240826637,6.435667461288753,2.02477319132423,Iris-virginica
+62,6.287990140770863,3.31994179409169,4.70149420990393,1.5985770330973121,Iris-versicolor
+63,5.079526021430165,3.49441102079479,1.3880371462421153,0.1987798821222068,Iris-setosa
+64,7.0945437904406585,3.0,5.924348066848646,2.1056033547057633,Iris-virginica
+65,7.712068363604003,2.7779333822238153,6.703869899839366,2.0107921868426617,Iris-virginica
+66,4.901142380361719,2.3827769621595065,3.2800160071444497,0.9356116754862487,Iris-versicolor
+67,5.102341509936825,3.4800143887719717,1.4014378570020807,0.2002848663526894,Iris-setosa
+68,6.5772423918722795,3.0,4.946207849356215,1.740535904391368,Iris-versicolor
+69,5.83206035927535,2.923241020761096,4.475065830651074,1.437238768481878,Iris-versicolor
+70,6.895801366474806,3.1052523993270253,5.0823412183988745,2.3039662714884055,Iris-virginica
+71,6.3106584501165734,2.4663089255321426,5.002765252047993,1.9085562930384472,Iris-virginica
+72,5.484568701364472,4.2,1.4069926604871115,0.1980875692733275,Iris-setosa
+73,7.631190141118963,3.0,6.624719294449465,2.0999368017614986,Iris-virginica
+74,7.7088105860972975,2.7992686643119393,6.686481008888195,1.9941874378789346,Iris-virginica
+75,4.8958397347084714,2.396960241960927,3.221339052104648,0.9952885500244155,Iris-versicolor
+76,5.6732187704555574,3.0,4.201474008166888,1.256153456955898,Iris-versicolor
+77,7.306719078845715,2.895691005331317,6.273155021810483,1.7989818574714547,Iris-virginica
+78,5.591345869820178,3.0,4.098298196214152,1.2992136348521774,Iris-versicolor
+79,5.683409727839476,2.8900530210194844,4.066172629317321,1.2886890166738365,Iris-versicolor
+80,5.750479889240888,2.8060166937948443,4.488087650696183,1.3207816166070585,Iris-versicolor
+81,6.281885161103196,3.3057029682207015,4.693171206829678,1.6148115505454237,Iris-versicolor
+82,4.819297025762153,3.0,1.4185652974711789,0.10000010943645582,Iris-setosa
+83,5.324968726722888,2.3910128052271014,3.54709975363758,0.9138656711326463,Iris-versicolor
+84,5.955079776837672,2.92879740820679,4.529084758054094,1.4489662594619033,Iris-versicolor
+85,4.606690164819188,3.5905834184740906,1.000000430556059,0.20024352417463664,Iris-setosa
+86,5.105174756842777,3.3470369820295596,1.671234331050387,0.4752638703280405,Iris-setosa
+87,5.472772748155405,3.0,4.511056946877154,1.4984413394414116,Iris-versicolor
+88,6.069218567193334,3.0,4.576453325721431,1.4579402818902416,Iris-versicolor
+89,5.739960274775905,2.5920566056726484,4.026875862505063,1.0232261467312151,Iris-versicolor
+90,6.706162116575234,3.3050778382014134,5.7095629802678785,2.5,Iris-virginica
+91,4.995878233008908,3.4171852137923455,1.5771567605852952,0.4460164949638676,Iris-setosa
+92,5.515781340460345,3.0,4.505423022162922,1.4808416713262946,Iris-versicolor
+93,5.620142264861081,2.584429844438949,4.294660445495338,1.1681201824925043,Iris-versicolor
+94,6.816655625297745,3.2126767191188326,5.858566377288345,2.2996219020221496,Iris-virginica
+95,6.694814786402736,3.1014229507688005,4.673264410851272,1.4891346963390244,Iris-versicolor
+96,5.782868893571647,2.7077845878041753,5.108315998181729,1.8931163668897142,Iris-virginica
+97,4.594389722643004,3.5852781462079344,1.0,0.2005702742454484,Iris-setosa
+98,5.9795069217651085,2.205600059726538,3.971721370954555,1.0034955347387648,Iris-versicolor
+99,4.883415827784304,3.069905092481874,1.4911413292378448,0.1,Iris-setosa
+100,5.0847261543682505,3.543032313481062,1.3954812715163627,0.20052981782077328,Iris-setosa
+101,5.859120624834051,2.8521389933015824,4.501560083350315,1.4217328468138437,Iris-versicolor
+102,5.296104076006936,3.726599248986093,1.5149611669426484,0.2025014381240407,Iris-setosa
+103,5.55147790919081,2.4304878346805374,3.7597790245226475,0.9958541248067281,Iris-versicolor
+104,5.545865986712658,4.2,1.401531556979825,0.20535142804249834,Iris-setosa
+105,5.978339301258298,3.4040668507713994,4.447127576729339,1.6013166106553405,Iris-versicolor
+106,5.089868090437888,3.696154460663593,1.501379158319238,0.39271577893288445,Iris-setosa
+107,7.598933592097143,3.0,6.605250237701845,2.0919759044326414,Iris-virginica
+108,7.289052467709594,2.8956117146169698,6.296730181522326,1.804823291219558,Iris-virginica
+109,6.185979962269359,2.2032598893771485,4.464019087416973,1.4683447574098447,Iris-versicolor
+110,4.91533377401622,3.1002495671387877,1.4951541801608843,0.1000000989344863,Iris-setosa
+111,5.357170049816942,3.3918526476052753,1.5833982300824412,0.200928715302771,Iris-setosa
+112,7.172163369037989,3.0,6.017261175575135,2.0958118328582143,Iris-virginica
+113,5.003371943460008,2.0,3.4436991326861124,1.010154327242458,Iris-versicolor
+114,5.015083388515633,3.5802444338906816,1.398411574125972,0.19999809612692254,Iris-setosa
+115,7.9,3.777742911436295,6.398678917474559,2.0025191976456864,Iris-virginica
+116,5.959548470599649,2.9036838038398067,4.501552910269319,1.501703278215934,Iris-versicolor
+117,7.6927109378996334,2.7955752823599176,6.693345760133459,1.9905642638227967,Iris-virginica
+118,4.606876974897792,3.200468013421263,1.4009075363792025,0.19950658775970714,Iris-setosa
+119,4.497728868675678,2.312419921148792,1.2954631874398472,0.29628597962572245,Iris-setosa

iris/tab_ddpm/8_4/19/test.csv

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

iris/tab_ddpm/8_4/19/train.csv

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

iris/tab_ddpm/8_4/19/val.csv

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

iris/tab_ddpm/8_4/2/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.302519923260805,2.7132034066258073,4.882445889664457,1.8064858371979289,Iris-virginica
+1,4.597346380007787,3.645666494339223,1.0,0.20208507973624168,Iris-setosa
+2,6.550654149099522,3.0,5.538134183351744,1.807621819072387,Iris-virginica
+3,6.862683770182248,2.7948232473951204,4.781381375028347,1.3932211009539808,Iris-versicolor
+4,6.192639891313525,3.3903821132389904,5.4594380889494225,2.287987181339497,Iris-virginica
+5,5.020019954170712,2.000000666474221,3.545348442870181,1.0065449597717264,Iris-versicolor
+6,4.995054170597332,3.0,1.5783993856921346,0.19903757747378792,Iris-setosa
+7,4.796308128945088,3.3826206598740263,1.5667091193341127,0.1985406438941663,Iris-setosa
+8,5.497383296830673,3.0,4.46908436309153,1.4765686684222887,Iris-versicolor
+9,5.640037361157455,3.0,4.523333708644612,1.538461390986195,Iris-versicolor
+10,5.548171275167009,4.19999905074812,1.4043739786167473,0.20412789997810182,Iris-setosa
+11,5.809918973629852,2.721135470050039,4.152946317379408,0.9653966583021865,Iris-versicolor
+12,5.6732846712908716,3.0,4.07774326071499,1.2765685382335252,Iris-versicolor
+13,6.338108495828759,2.923489755330645,5.57268415194444,1.7999166165646487,Iris-virginica
+14,5.790527337468618,2.694143434153783,5.087896645287661,1.9050717934783126,Iris-virginica
+15,5.710201423349241,2.88203774755207,4.20656988119133,1.2964177155099152,Iris-versicolor
+16,6.684341569048497,3.2797590489666186,5.730308291035758,2.499999567947669,Iris-virginica
+17,5.176787141471217,3.544748849142596,1.4277965776309938,0.19891322106845155,Iris-setosa
+18,7.717208567634676,2.6014783880298373,6.9,2.3011737346831684,Iris-virginica
+19,5.037236100403474,3.367895137646021,1.6523401184719715,0.46198558104202886,Iris-setosa
+20,7.728382592108481,2.6003063251139724,6.9,2.3036540374181738,Iris-virginica
+21,5.797912615244735,2.7071913154674823,5.091465821930924,1.9080696528727015,Iris-virginica
+22,5.808515885241088,2.694787686881843,5.093327983052845,1.9097181342396832,Iris-virginica
+23,6.201273294065035,3.38421018812814,5.4018067109291925,2.3056470555503976,Iris-virginica
+24,5.594299739828641,2.5310706100303184,3.8772600520932663,1.0984938336750314,Iris-versicolor
+25,4.983674216068689,3.4307055084560165,1.6419169889441843,0.32685266872705,Iris-setosa
+26,7.703358171729235,2.798846569728969,6.693809381071821,2.0205525929390364,Iris-virginica
+27,4.803554971022722,3.3968212405439417,2.0546118958367905,0.20096372922483313,Iris-setosa
+28,5.089163215680067,3.668813944595995,1.4927341630281465,0.341394428092256,Iris-setosa
+29,5.520956426166845,3.0,4.492348087110204,1.4947553270479383,Iris-versicolor
+30,4.400000464545631,3.2198585289852883,1.2956482773405913,0.18883390931272365,Iris-setosa
+31,4.600390006241485,3.209875287870679,1.3868000701828298,0.19940045208066248,Iris-setosa
+32,5.987090859385929,2.208033466055236,4.014007589725486,0.9671959599641233,Iris-versicolor
+33,4.894548367482437,2.423173538629133,3.3087301327771073,1.0062359366475326,Iris-versicolor
+34,7.70859327406312,2.5821770773825845,6.9,2.2921924982777533,Iris-virginica
+35,5.627106769006474,2.920401834401437,3.6730601889877796,1.3102566467494488,Iris-versicolor
+36,4.903996498492813,2.392751391812683,3.3269670536412344,0.9849401568379212,Iris-versicolor
+37,7.9,3.8075413615635685,6.39048085384021,2.0126932031422915,Iris-virginica
+38,6.702549479003514,3.1125627359540804,4.700449144073491,1.487574548482932,Iris-versicolor
+39,5.10044749865191,3.307285016491105,1.5775000606021636,0.4664299154159453,Iris-setosa
+40,5.537714797434514,3.0,4.411508711299107,1.4410018267944642,Iris-versicolor
+41,5.503193557535087,4.2,1.4033990242108352,0.19750375737056636,Iris-setosa
+42,7.9,3.79178859040654,6.36960348227058,1.9820311809788398,Iris-virginica
+43,6.295912915568045,3.301602700475089,4.692989075109914,1.587420157801755,Iris-versicolor
+44,5.798853551098505,2.68980176006699,4.072387869842201,0.9981221045043738,Iris-versicolor
+45,4.912601445069004,2.4133771840870892,3.407783915928158,1.019077363841672,Iris-versicolor
+46,5.9856818194434664,2.8660049315341793,4.529940424124877,1.4836082626983276,Iris-versicolor
+47,6.29777640916552,3.308813962928198,4.689537700843619,1.6349706159490618,Iris-versicolor
+48,6.20813201848058,3.3986428837131477,5.439274991225575,2.299603022935192,Iris-virginica
+49,4.790061971735923,3.0,1.40243346974008,0.29832835669634294,Iris-setosa
+50,5.719668624536672,2.7957282095487943,4.360564533401203,1.2803661653995075,Iris-versicolor
+51,5.40525700357735,3.910653146749921,1.2889160130433654,0.34082108537865324,Iris-setosa
+52,4.794321309202545,3.4074900704412103,1.6947734429203833,0.20137608491331796,Iris-setosa
+53,5.789860987240736,2.8331554172414832,4.5185543284933765,1.3391517628434002,Iris-versicolor
+54,5.007155764985321,3.0,1.569459933421167,0.19567524099304093,Iris-setosa
+55,6.497489196994469,3.0,5.838425137768314,2.2102038920302096,Iris-virginica
+56,5.423073538023414,3.399927524272109,1.6731972693593213,0.1973729277520082,Iris-setosa
+57,5.794675523457416,2.7081354240593276,4.135899648858719,1.038270065844692,Iris-versicolor
+58,5.600107556548851,2.943347671580465,3.75182979933448,1.307954262362524,Iris-versicolor
+59,6.811751239937432,3.2239056292936183,5.900377416121297,2.3082472302242363,Iris-virginica
+60,6.733118868274908,3.0,5.83971866061777,2.1605902478414154,Iris-virginica
+61,5.6856064425548265,3.0,4.522569806129084,1.5171625373875048,Iris-versicolor
+62,6.3634206183213236,3.2764812000187895,4.709349830476527,1.5798324415613354,Iris-versicolor
+63,6.7030770816642145,3.0,5.001226431714507,1.6986449884721078,Iris-versicolor
+64,5.133157670199527,3.5162820810397144,1.422951648520448,0.2041634259847225,Iris-setosa
+65,4.4,3.2285837439469613,1.3034092228504188,0.20079843628294985,Iris-setosa
+66,5.506966215802239,3.0,4.498810430455174,1.4848285827289698,Iris-versicolor
+67,5.696513453450695,2.8675998309648127,4.479865149123443,1.3747328902783142,Iris-versicolor
+68,5.914184003606316,3.1951158623693243,4.809901785867789,1.778969025708217,Iris-versicolor
+69,6.908007454994588,3.1132793489940864,5.113471522728988,2.3150011975510667,Iris-virginica
+70,5.205491597207245,3.4010329932387324,1.4028663686633343,0.20028507890472008,Iris-setosa
+71,5.994893642878884,3.385032611405104,4.491539866482891,1.616317519831569,Iris-versicolor
+72,5.811016733052122,2.7989446273930847,5.113578942266705,2.398455462759178,Iris-virginica
+73,5.60543224480491,2.8955352681300797,3.5712549179769764,1.305102457499954,Iris-versicolor
+74,6.5344646531144495,3.20000024108066,5.094909722346858,2.0131580361301475,Iris-virginica
+75,5.787458344851352,2.6808358112991475,5.123764756930722,1.8962307390408255,Iris-virginica
+76,5.47334716242788,2.5730019309085703,4.348831758898622,1.1683432459552034,Iris-versicolor
+77,5.6240074121582495,2.8838525505739874,3.636363379732601,1.3075103156272727,Iris-versicolor
+78,4.812797271461864,3.0,1.3763236853457117,0.2875273928199465,Iris-setosa
+79,5.805076633513029,2.7155016014313897,5.096411089096442,1.8921223727987406,Iris-virginica
+80,5.004659294265922,2.0000006465769604,3.4696134367448295,1.0020987510271315,Iris-versicolor
+81,6.681035427384849,3.0,4.9957674246653,1.7019856340000445,Iris-versicolor
+82,4.799835374826932,3.0,1.400177472211573,0.31084149989261817,Iris-setosa
+83,6.000842709883931,2.194866557473766,3.983669404919296,1.0136175110516572,Iris-versicolor
+84,4.60147096431307,3.1931865866541154,1.380983194068728,0.2012780919243012,Iris-setosa
+85,6.4890982429734345,3.14888418247693,5.145075714154624,1.9874687134780726,Iris-virginica
+86,5.58221730464733,3.0,4.12010133029679,1.3128409147264846,Iris-versicolor
+87,5.642396088500612,2.9077620927781465,3.8171888272308,1.3044755785974707,Iris-versicolor
+88,6.837037319674516,2.7951099617606436,4.789728083066193,1.3938286309084513,Iris-versicolor
+89,7.091518744042385,3.0,5.847641905788977,2.0996408334900023,Iris-virginica
+90,5.611363509204738,2.5423955643301897,3.891097824809865,1.0857337140998085,Iris-versicolor
+91,4.907072382931938,2.4007718936695683,3.3912316050930804,0.9809063757534198,Iris-versicolor
+92,5.213894767397278,3.4002158745069875,1.3913278291157607,0.20162247001222874,Iris-setosa
+93,5.583984537796649,2.709832933166544,4.45629403472314,1.248689165008303,Iris-versicolor
+94,6.816911561134027,2.805736323871373,4.7677131187434325,1.3928286348891634,Iris-versicolor
+95,6.703586880725669,3.0,4.944084169149098,1.6774415405998497,Iris-versicolor
+96,6.669824867058559,3.0,4.965863057588907,1.69882705872637,Iris-versicolor
+97,6.281914631214814,2.5153674802567356,5.025598395841868,1.883620190232712,Iris-virginica
+98,4.599242319711725,3.6184388595569987,1.0000003678564022,0.1871707880622186,Iris-setosa
+99,5.609454135224705,2.4830389268790882,3.918059990032594,1.090315343495011,Iris-versicolor
+100,5.803363803332956,2.8839564824408233,4.421436777006177,1.3610231501517893,Iris-versicolor
+101,5.598892078806497,2.513684416332396,3.99903624459343,1.1052482679021147,Iris-versicolor
+102,5.44095364914928,3.0,4.492732371200921,1.496163111125888,Iris-versicolor
+103,5.021197224035817,2.000000684072698,3.5320047957174263,1.0099833763946744,Iris-versicolor
+104,6.071319781018957,2.8411200499893394,4.331236344595098,1.2225561195766292,Iris-versicolor
+105,5.78994455674208,2.8149936806744567,5.099141123198128,2.3992328985715528,Iris-virginica
+106,4.4,3.2290957008980783,1.3024807963207676,0.19520780096406593,Iris-setosa
+107,5.079409247837965,3.7016843917942035,1.4899190938833666,0.37573883563550287,Iris-setosa
+108,5.629899385185806,2.456833611453869,3.8511276245888606,1.116479939375059,Iris-versicolor
+109,5.369356947749802,3.393971442300005,1.5140240835360332,0.4420056881947792,Iris-setosa
+110,5.708160360125532,3.8046694712611275,1.6403278309832907,0.31172888827608064,Iris-setosa
+111,6.704639246832864,3.311314088123481,5.729524222740616,2.5,Iris-virginica
+112,6.031232652698606,2.912963840102737,4.5084960935713605,1.4973361369181581,Iris-versicolor
+113,4.79841626546165,3.3984058527608063,1.8817154577973958,0.2019446609161681,Iris-setosa
+114,4.785281250374626,3.0,1.401786532645604,0.33411880732639876,Iris-setosa
+115,4.4,3.1794801621124735,1.2984900557723253,0.1993398523610191,Iris-setosa
+116,5.216327267265253,3.404883537921932,1.4007280090190388,0.20329386673030259,Iris-setosa
+117,6.701115394735646,2.5154160753892945,5.76992382433019,1.7913641096272008,Iris-virginica
+118,7.681893305984598,2.6099436782685017,6.899998861002366,2.303490236589962,Iris-virginica
+119,5.241323475761373,3.604009805420588,1.4602576826800227,0.20070276158025122,Iris-setosa

iris/tab_ddpm/8_4/2/test.csv

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