a

iris/tab_ddpm/5_3/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.702697629289926,2.6666054994744917,6.899995880038226,2.2744861809259045,Iris-virginica
+1,6.130794926103541,2.635028264071062,5.601463731998868,1.4420286137520753,Iris-virginica
+2,6.288791506756598,2.3963047970901226,4.7463996114071945,1.4901584673438506,Iris-versicolor
+3,6.554620689030859,3.0,5.825279691397909,2.208315324394533,Iris-virginica
+4,5.703025816795997,2.827276926140682,4.519105120793582,1.310878033132975,Iris-versicolor
+5,6.03942672448135,2.5175150993705095,5.383720712430584,1.4266402250833439,Iris-virginica
+6,4.5865931592646385,3.617037210103237,1.0,0.20020777720815766,Iris-setosa
+7,5.695582230212933,2.6037084893409554,3.99001514069686,1.067605472400209,Iris-versicolor
+8,6.919150437959037,2.813869950855685,4.818676733831009,1.4050710442091983,Iris-versicolor
+9,5.059112698857053,3.497115118775255,1.3903274610493364,0.23689857781597334,Iris-setosa
+10,5.580944491380229,3.0,4.117007444271405,1.314477096061092,Iris-versicolor
+11,5.304761510906126,3.7217503615724037,1.5259995346557487,0.1982765816506274,Iris-setosa
+12,5.590903556873846,2.613795133612961,4.436068130474761,1.2114470264839594,Iris-versicolor
+13,5.072594266544453,2.483687264232662,3.0586267306216577,1.07872725519977,Iris-versicolor
+14,5.51313059012154,2.378529502754607,3.6222997234113095,0.9642216879682293,Iris-versicolor
+15,6.553764387978096,3.0,4.384427652305554,1.386146815111367,Iris-versicolor
+16,5.489781554476397,2.5897904512124157,4.364611624322754,1.1962245047134892,Iris-versicolor
+17,5.431219683470505,3.9,1.334510712490841,0.4135194262008314,Iris-setosa
+18,4.988507214305062,2.421267071008782,3.229096009565578,1.0329007541270212,Iris-versicolor
+19,7.663723503060247,2.8088050150949493,6.660211765490991,1.9965003352501656,Iris-virginica
+20,4.61471844779272,3.3836661123519742,1.3875459357933455,0.2967427421752478,Iris-setosa
+21,5.202510181926159,2.6856646174409247,3.8580055757053997,1.3914428295772048,Iris-versicolor
+22,4.971779235960239,3.411497888084984,1.4938137797236073,0.3416594868647319,Iris-setosa
+23,5.160569727763179,2.50932430877413,3.1650836086859266,1.116073342862763,Iris-versicolor
+24,5.2056525170452845,3.355470855891801,1.4054378442607391,0.19647988352247225,Iris-setosa
+25,5.681795215471599,3.0,4.515166630853561,1.4990080993343757,Iris-versicolor
+26,5.842737700636151,3.0,4.137427222058152,1.4442810638016184,Iris-versicolor
+27,6.918933920893016,3.088829624947203,5.125468400185084,2.290435721048178,Iris-virginica
+28,6.249502021802378,3.3941859737999223,5.570651608255802,2.4078586412186747,Iris-virginica
+29,5.414148407818255,3.3966003442604267,1.5540174620593254,0.39689793786332106,Iris-setosa
+30,6.698376129337537,2.5266495434065672,5.822664569484612,1.8116082114714636,Iris-virginica
+31,5.654456127357951,2.6186305143420707,4.354638585716355,1.1787867312977671,Iris-versicolor
+32,4.781756648094628,3.0,1.3842730578123417,0.3621852379598062,Iris-setosa
+33,4.812502307785245,3.0,1.400595790862838,0.28433337676641457,Iris-setosa
+34,5.009740647320391,2.0,3.605672685479778,0.8243666169368224,Iris-versicolor
+35,7.89999880445785,3.7979600112295815,6.3690408284140165,1.9810640263856243,Iris-virginica
+36,6.803224599475696,2.7949461739922463,4.771638701939799,1.3984701512873532,Iris-versicolor
+37,5.024718470274849,2.0,3.6100301785928925,1.01775863964384,Iris-versicolor
+38,7.9,3.806801475008719,6.330573541697358,1.9934507175142149,Iris-virginica
+39,5.848088211056856,3.1445174500358424,4.422233585113376,1.5221692256449941,Iris-versicolor
+40,4.626149380603778,3.4155299033880087,1.4008486027278246,0.29888101337258743,Iris-setosa
+41,5.358844691825713,3.3857618296542973,1.4972844142157895,0.2881278419241702,Iris-setosa
+42,6.9099718083349,3.0781553760174405,5.122415717635663,2.290900497428231,Iris-virginica
+43,6.052282679918542,3.4035005167949484,4.4801644116211,1.5873098439267663,Iris-versicolor
+44,6.3145387661563,3.2548864383666856,4.707208629032109,1.573585160777587,Iris-versicolor
+45,5.78552614388717,2.705190812082477,4.154423356382241,1.0353147654338304,Iris-versicolor
+46,6.7731256784213185,3.0,5.5250962535914345,2.06591755776745,Iris-virginica
+47,4.496937808487734,2.3473145827221624,1.289531191595648,0.3182502410074075,Iris-setosa
+48,6.315308437421893,3.0,5.37411051158232,1.81513461301396,Iris-virginica
+49,6.704541548821893,3.3006465634085167,5.69376181064583,2.088344671828227,Iris-virginica
+50,7.678399381365458,2.6540199631210477,6.898687347145149,2.1440678680909646,Iris-virginica
+51,4.98355768153218,3.392659765649406,1.6478469825579907,0.38298742039892036,Iris-setosa
+52,4.400000546898566,3.165511105463025,1.2993789027655982,0.19546265785590067,Iris-setosa
+53,7.688145042008732,2.590034646084536,6.899998701524073,2.28902054251705,Iris-virginica
+54,7.585563485772214,3.0,6.586869373692738,2.1012482233724192,Iris-virginica
+55,5.230867439523404,2.7146182512497266,4.003476788365067,1.390064982705387,Iris-versicolor
+56,4.97798740147345,2.0,3.4557059173537903,0.9038827939340481,Iris-versicolor
+57,7.585654344977875,3.0,6.559470323774606,2.099218056761636,Iris-virginica
+58,5.092580172772987,3.692777038987679,1.4949637838025316,0.42561663311377385,Iris-setosa
+59,5.733806533014578,2.8009489475527563,4.557226754509678,1.3007419823182984,Iris-versicolor
+60,4.956894764429422,2.4195761765263515,3.056170348520621,1.0559623108213434,Iris-versicolor
+61,5.30842011976048,3.6962253979923134,1.5576857771258688,0.19973514579742216,Iris-setosa
+62,5.306205619717806,3.4092914875948463,1.4970363158395903,0.32717734598935055,Iris-setosa
+63,7.899998852467226,3.7974799004852424,6.378857641790628,2.007156442041493,Iris-virginica
+64,6.280328434765805,2.334042135639029,4.729043167269689,1.4972457503729537,Iris-versicolor
+65,4.785755912216536,3.4013685326415284,1.4982767700504904,0.19972312188921487,Iris-setosa
+66,5.499640095093536,2.388098667935831,3.728478667715177,0.9669465315147427,Iris-versicolor
+67,6.380416022974137,3.352002277725202,5.632446151115564,2.3771198641710516,Iris-virginica
+68,4.400000448022755,2.893040368334556,1.3984187856198438,0.2015274890320697,Iris-setosa
+69,6.292991218936238,2.477133223016315,5.014759122361393,1.893958385363953,Iris-virginica
+70,6.40167345065422,3.357405100834926,5.653623287157605,2.3574760697380324,Iris-virginica
+71,6.728097506303707,3.27305616532767,5.730189445139334,2.165415022912904,Iris-virginica
+72,5.568892472062357,3.0,4.525732398665289,1.5142967782247099,Iris-versicolor
+73,6.1276918154136135,2.5947342105805924,5.584717257869955,1.3949904604523744,Iris-virginica
+74,4.589490029356415,3.593180103107064,1.000000494170928,0.19885421465104364,Iris-setosa
+75,4.599461267115531,3.3838707078914103,1.3921398254221995,0.30273376068259766,Iris-setosa
+76,5.093393856825603,3.507461014269646,1.388163420589791,0.19817960725270328,Iris-setosa
+77,4.490031267398143,2.2888696723646915,1.2938398591523146,0.2936908996262661,Iris-setosa
+78,5.511222749325372,2.3901758683327494,3.7663777234635654,0.9368106159257052,Iris-versicolor
+79,4.89883031962222,3.4084529121951825,1.5479407610687537,0.22957836849452531,Iris-setosa
+80,4.4974229816246405,2.2786606474013427,1.326162881752942,0.298821738737299,Iris-setosa
+81,5.997404855625132,3.408597480879876,4.514623207387574,1.6205225164335404,Iris-versicolor
+82,4.99066408852282,2.0,3.530222826990959,0.9720532014438641,Iris-versicolor
+83,5.20642094026505,3.4061757320861097,1.4077453722755815,0.20423437651626877,Iris-setosa
+84,6.270466121361985,3.128921779292876,4.665624402810029,1.4926118354445574,Iris-versicolor
+85,5.59731039211346,3.0,4.1273751485352586,1.2962747172898519,Iris-versicolor
+86,5.072389465978087,2.4678818251788344,3.0302407654967745,1.0936167714458624,Iris-versicolor
+87,6.28363115511842,2.4988716923955328,4.930457203580005,1.510232946506659,Iris-versicolor
+88,6.712232665877585,3.1005075227733916,4.7329187862788045,1.5015633742560148,Iris-versicolor
+89,5.409067281305838,3.425275013398606,1.7662141557901905,0.1978147038168308,Iris-setosa
+90,6.236845910000896,3.207054429363476,4.637610591613187,1.5207348701665995,Iris-versicolor
+91,6.329354524486573,3.3545681287794697,5.629249991743519,2.3855822026939943,Iris-virginica
+92,6.803000019831164,3.0,5.432930807370892,2.1623478384716965,Iris-virginica
+93,5.365040258474135,3.403784312787907,1.65031031197403,0.20647155534024977,Iris-setosa
+94,6.697143846283483,3.308101794117817,5.720118378164269,2.0965632487587254,Iris-virginica
+95,4.400000597929578,2.9180495810416995,1.3867167307585604,0.19899982681509734,Iris-setosa
+96,4.858571310445343,3.005478242923703,1.4539761359822092,0.1,Iris-setosa
+97,4.816025233010385,3.0,1.4043530155647002,0.1,Iris-setosa
+98,5.750443935239514,2.806264434524008,4.457201037538241,1.2966443705529516,Iris-versicolor
+99,5.986530499796717,2.8539479840461186,4.56415680711174,1.4929772779579342,Iris-versicolor
+100,5.088923654433472,3.7113039342016374,1.4976014176377246,0.435017583118302,Iris-setosa
+101,6.28696391275943,2.4889324435269007,5.0188123448048545,1.8677802407281556,Iris-virginica
+102,5.628511475786711,2.999412807967767,4.049459142439076,1.3076767146065686,Iris-versicolor
+103,4.936994837656925,2.4472519991418933,3.2442595682513797,1.0504789880035308,Iris-versicolor
+104,6.489191642418349,2.9887935063825957,4.320793569336284,1.357792261288975,Iris-versicolor
+105,7.702530456059557,2.5790553331294808,6.9,2.302753262879772,Iris-virginica
+106,6.024245345944213,3.402325342033766,4.506737231373375,1.5754218960958137,Iris-versicolor
+107,7.003479935562652,3.1153668963255683,5.752082151565703,2.2361427629122725,Iris-virginica
+108,6.485212985759501,3.0,5.5114603749005235,1.8078126150673683,Iris-virginica
+109,4.400000571623767,3.169352529700572,1.3223454554789793,0.20177584268478485,Iris-setosa
+110,6.759471448222971,3.0,5.536491938126477,2.053286254686301,Iris-virginica
+111,6.110934791670265,2.809573838695171,4.730524433565576,1.197255771263183,Iris-versicolor
+112,6.651002823874079,3.114380591322652,4.754952201546529,1.51661507628093,Iris-versicolor
+113,4.909925876720381,3.1154863599581666,1.6015342092101434,0.1,Iris-setosa
+114,6.6951153330846935,3.0813565775685268,4.677712642748624,1.4979343394486009,Iris-versicolor
+115,5.422674334024519,3.3756781818659225,1.7995853263997428,0.19742880215647401,Iris-setosa
+116,5.212213853179497,2.715403782529012,3.9410751828734254,1.4095972520567952,Iris-versicolor
+117,6.306520615821554,2.5086366768897372,4.910765013394965,1.5130816519220613,Iris-versicolor
+118,7.6764231360134,2.581669231172021,6.9,2.2834375542821843,Iris-virginica
+119,5.0901230702599465,3.5064869264968994,1.3713165124885967,0.336285489879043,Iris-setosa

iris/tab_ddpm/5_3/0/test.csv

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

iris/tab_ddpm/5_3/0/train.csv

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

iris/tab_ddpm/5_3/0/val.csv

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

iris/tab_ddpm/5_3/1/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.194006283846946,3.389546222181925,1.4009794133227247,0.20057529177838912,Iris-setosa
+1,4.400000655423433,2.9063560890858566,1.4003159492042638,0.20056847967685268,Iris-setosa
+2,4.891375994430539,3.1036524756758306,1.5315942375278955,0.10000011721035411,Iris-setosa
+3,5.405414566558525,3.8999995387966657,1.299536067736425,0.3864389541271695,Iris-setosa
+4,5.786384406494429,2.73745263867478,4.10600782266711,1.061233655345316,Iris-versicolor
+5,4.8069207899841055,3.0,1.3799606491752527,0.3055145308038346,Iris-setosa
+6,5.504901727646415,2.613162653176277,4.402627685652571,1.2773860970196966,Iris-versicolor
+7,5.906856587098216,2.7936035985756416,5.242013312030274,1.8706541920891455,Iris-virginica
+8,6.06499513792069,3.388000764827692,4.51428378338429,1.5947541580793991,Iris-versicolor
+9,4.823498910983994,2.405007646724802,3.251640083209767,0.902287862571,Iris-versicolor
+10,6.643536568708526,3.05475184776784,4.619980553827491,1.4609477962756805,Iris-versicolor
+11,5.19493797360612,2.708044578689683,3.8618557121089006,1.394552454273326,Iris-versicolor
+12,7.3329018968301,2.882018801854341,6.305016577542779,1.8137744358997028,Iris-virginica
+13,6.06214482881249,3.0,4.4777012705459756,1.5148610917695566,Iris-versicolor
+14,4.891433913025996,3.0,1.3797979760051113,0.20362282541887922,Iris-setosa
+15,4.400000544138735,2.8935972758239656,1.3906986389699398,0.18934238329118913,Iris-setosa
+16,5.008918302149915,2.0000005078747782,3.3297497147943256,1.0057963121469,Iris-versicolor
+17,5.449425680180807,3.3931181753136586,1.7268809977239772,0.20281626540643147,Iris-setosa
+18,6.287860480260811,2.539932937768932,4.9597982634046724,1.5055654687502398,Iris-versicolor
+19,6.486631295189703,3.20338252841354,5.16106541656795,2.0116434251644213,Iris-virginica
+20,6.801657023350104,3.210135916645518,5.833654181772526,2.287288370224715,Iris-virginica
+21,6.7197143791101555,3.281150600101034,5.684160114884522,2.5,Iris-virginica
+22,7.7076547377503655,2.586501953535839,6.899998600843031,2.312533522366694,Iris-virginica
+23,7.327164237784569,2.8971180357622104,6.307333894230979,1.8063132379314522,Iris-virginica
+24,6.739283086903451,3.0,5.759986113451312,2.2015877013856544,Iris-virginica
+25,5.21299582591118,3.400856813156599,1.4033118982513222,0.19674017064804528,Iris-setosa
+26,5.073859663408277,3.5146619840312234,1.4013469117055188,0.20753526272317463,Iris-setosa
+27,7.296399425549914,3.0131530542088396,6.171243569799656,2.176923121449735,Iris-virginica
+28,7.899998853006351,3.8077462197842187,6.4422233806347,1.990364163903699,Iris-virginica
+29,5.87379701324253,3.0,4.227715251447745,1.5142425469581693,Iris-versicolor
+30,6.098376919680913,2.7995507154585897,4.668364853059188,1.1731058916753327,Iris-versicolor
+31,5.7787533242859315,2.745414589134618,4.22719223002358,1.0993341693801513,Iris-versicolor
+32,6.73923481762261,2.521101579640215,5.806388717580588,1.8000790898021806,Iris-virginica
+33,7.7129925402790365,2.6076983587803406,6.9,2.2886926684318505,Iris-virginica
+34,6.7431699310004705,3.283858849894552,5.746862038992188,2.1596569682987514,Iris-virginica
+35,5.267692443331465,3.726952589259257,1.5152715192140538,0.3369815336716189,Iris-setosa
+36,7.703103199523862,2.56833182266091,6.899997757736152,2.2839019092280575,Iris-virginica
+37,6.670796142636961,3.073931052382507,4.5758659254432095,1.50626039312194,Iris-versicolor
+38,6.081792585407011,3.0794812154225557,4.568217168375942,1.443035322307886,Iris-versicolor
+39,4.579228324909973,3.6123016930682605,1.0,0.19514337951330352,Iris-setosa
+40,5.117083372969348,3.495121581961804,1.3788302431970554,0.19516684439220058,Iris-setosa
+41,4.858500738835052,3.031880524722469,1.48213295948697,0.1000001293966802,Iris-setosa
+42,5.996722096706599,2.710744338407491,5.033103387209373,1.5691911805427712,Iris-versicolor
+43,6.608232643548458,2.877419317397273,4.462122703687595,1.3543048253815217,Iris-versicolor
+44,5.793575259358311,2.7542637280504154,4.0649187158632865,1.0503433321605014,Iris-versicolor
+45,5.685263702588277,3.797150229839326,1.7569982404875213,0.3195335183341902,Iris-setosa
+46,6.333653128210163,3.383534210317127,5.604716251499902,2.401738517060764,Iris-virginica
+47,6.217882655292436,2.200103503657121,4.477770875590325,1.4899474659495096,Iris-versicolor
+48,4.997752659921442,2.000000780349509,3.467024861568536,0.9637096097416216,Iris-versicolor
+49,5.275624277367353,3.6871058322888586,1.4924109352808157,0.20001793849834062,Iris-setosa
+50,5.591998220188435,3.0,4.5282115449685145,1.5060047313003695,Iris-versicolor
+51,4.900517879710784,3.0,1.3953102021471366,0.19742166415576223,Iris-setosa
+52,5.699956816920554,2.8064264044399962,4.0078079199613255,1.2279671973128388,Iris-versicolor
+53,6.111507252405648,2.600361890924806,5.596528489467098,1.4141527046943363,Iris-virginica
+54,6.44799833621912,3.0,5.386265013327431,1.9023985037206659,Iris-virginica
+55,5.0954370882664755,3.4992660239015363,1.3993154814545234,0.2990322835952721,Iris-setosa
+56,6.6907075745993865,3.2996009746920807,5.696597888295791,2.121914626227628,Iris-virginica
+57,5.6931872392238745,2.8624081531736274,4.201608211328632,1.2433213456005814,Iris-versicolor
+58,6.357562121723097,2.9713651684220808,5.587438230270508,1.8591879423141426,Iris-virginica
+59,5.178782819012515,3.38167534670203,1.4011415335644628,0.199418296206971,Iris-setosa
+60,5.9643850756956835,2.864911394164642,4.586094760181395,1.2737310949035345,Iris-versicolor
+61,6.9038119575553045,3.087627726344512,5.089543021018154,2.305123826213806,Iris-virginica
+62,5.105436709593613,3.785396240672386,1.611131043067091,0.19977599534472862,Iris-setosa
+63,4.628744749112353,3.3758734526245986,1.4246161084924474,0.30442363107056636,Iris-setosa
+64,4.816048235971314,3.0,1.418517153032765,0.1,Iris-setosa
+65,5.613286397617518,3.0,4.162107809013718,1.3008153371760016,Iris-versicolor
+66,6.181165426376513,2.204594327487485,4.504527924187494,1.4909298215977498,Iris-versicolor
+67,4.854212691847915,2.3626852640555907,3.3408551282183288,0.9708618730026932,Iris-versicolor
+68,5.191026751426607,2.4756131060724167,3.1442160672180237,1.048135350448481,Iris-versicolor
+69,4.892705128164429,3.0,1.394489470286153,0.20055176495340735,Iris-setosa
+70,5.405196641372709,3.3833455271837676,1.9334451770206758,0.2017137496735838,Iris-setosa
+71,5.538859586326789,2.467196108141457,3.857859698277357,1.0863211958149954,Iris-versicolor
+72,4.507651134499215,2.289756072031005,1.2935100468308072,0.3087932284693922,Iris-setosa
+73,5.646213719780978,3.0,4.516060152546324,1.5006486441017213,Iris-versicolor
+74,5.510688256662872,2.4130762352100024,3.7279172833923906,1.0026019023041801,Iris-versicolor
+75,5.844230557247672,3.0,4.201128656407515,1.4853955898192832,Iris-versicolor
+76,4.93128251639886,2.423970745725544,3.261921043848144,1.0252714047580813,Iris-versicolor
+77,4.4,3.040016023333422,1.343712084005896,0.20098216833434832,Iris-setosa
+78,4.890878999415063,2.407930709507501,3.1850779184515554,0.964543297145313,Iris-versicolor
+79,5.8219260373354,2.7302647960890165,5.144245371287874,1.9134677284810784,Iris-virginica
+80,5.090022356742556,3.50644249577822,1.4050992393472934,0.32050725568345806,Iris-setosa
+81,5.179944179355502,3.377819245864864,1.3892157116872927,0.20125511833257273,Iris-setosa
+82,6.07780716533919,2.6011984507445156,5.580340821348784,1.4027376401760145,Iris-virginica
+83,5.99216936433787,3.368560666221007,4.485499629372396,1.5401672986316406,Iris-versicolor
+84,6.937700940503125,3.085558860898442,5.157438548554447,2.301177597245266,Iris-virginica
+85,7.528131899494584,2.887103284133226,6.511312814964909,1.903589883745358,Iris-virginica
+86,7.899998808153516,3.8028405475835685,6.356137355999463,1.9971561951116372,Iris-virginica
+87,7.701571356795848,2.7898965139292002,6.7121136201498,1.9921150225705122,Iris-virginica
+88,6.337676854572159,2.9462853149017105,5.584148752266399,1.8029571035785308,Iris-virginica
+89,4.4,2.9210720256317075,1.3709635343934805,0.19830290149315027,Iris-setosa
+90,6.072409701206293,2.537817983164427,5.548310124906943,1.4224469251092382,Iris-virginica
+91,6.160120197053852,3.3612257134471744,4.60661681577539,1.5964366299037944,Iris-versicolor
+92,4.99886845426582,2.0,3.407856163954031,0.9990987423975817,Iris-versicolor
+93,6.3892318971053275,2.876151190248341,4.2739970795566675,1.290210420290687,Iris-versicolor
+94,7.2423752121079,2.900995853659177,6.255938302460452,1.7825422139466005,Iris-virginica
+95,5.383676570454884,2.8999308502734413,4.258271037894833,1.4354213667453668,Iris-versicolor
+96,5.113203779861325,3.4999470656708778,1.3984450517190896,0.19606225771253183,Iris-setosa
+97,6.888972780896852,3.115069164439993,5.1606152170094015,2.3098118913053525,Iris-virginica
+98,6.517883629963931,3.0739701230819656,5.326065026970476,1.913945874843696,Iris-virginica
+99,7.545249705932455,2.840274952118669,6.5504204395961985,1.8988141038877653,Iris-virginica
+100,7.731640408116959,2.5994340543400054,6.9,2.2968669194397857,Iris-virginica
+101,5.99141363641851,3.393980226776625,4.5285817008044855,1.5772141587221824,Iris-versicolor
+102,5.603523580555744,3.0,4.0552152787121525,1.286901657056418,Iris-versicolor
+103,6.498906828083458,3.210084141414244,5.083254671107158,1.9948114480848367,Iris-virginica
+104,6.477938731476404,2.9363772794393044,4.307446333819888,1.3328589023824096,Iris-versicolor
+105,5.70148072642054,3.0,4.2178890449757995,1.3381299339217962,Iris-versicolor
+106,5.674768899550187,2.8234684817277773,4.413320204457553,1.2722502120376455,Iris-versicolor
+107,5.624080796113604,2.92789599124758,3.740711778145924,1.3091834859653706,Iris-versicolor
+108,6.530304284864644,3.0,5.477080052642321,1.8414124503551648,Iris-virginica
+109,5.598688418978901,2.5307294136771055,4.071866413176808,1.1036756731438362,Iris-versicolor
+110,5.955929776823635,2.1953889788355574,4.994371701127608,1.4940021604128737,Iris-virginica
+111,6.895508198042725,3.2021593123358536,5.737428789287312,2.2949784484870213,Iris-virginica
+112,6.275549455295743,2.480403709753269,4.980993819626958,1.8608903335666054,Iris-virginica
+113,4.780861498923273,3.0,1.366076513128075,0.1,Iris-setosa
+114,4.593077278207739,3.377793177599936,1.37297724086566,0.29964014599017097,Iris-setosa
+115,4.894380954784371,3.100693622559405,1.6584967525405347,0.1,Iris-setosa
+116,6.790419131268373,3.0,5.5135564275948195,2.08117084977531,Iris-virginica
+117,6.782374463043094,2.793790056868077,4.7455411099675775,1.3788632805347703,Iris-versicolor
+118,5.729320341217661,3.7975293153020355,1.5934137041829795,0.3624598781038081,Iris-setosa
+119,6.288212857020739,3.2770874732787845,4.6776059407986175,1.5631061019574695,Iris-versicolor

iris/tab_ddpm/5_3/1/test.csv

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

iris/tab_ddpm/5_3/1/train.csv

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

iris/tab_ddpm/5_3/1/val.csv

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

iris/tab_ddpm/5_3/10/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.542242595018166,2.5583919736643512,4.274012500269628,1.1754985186412108,Iris-versicolor
+1,6.016567501273393,2.701559752934863,5.208607825157239,1.608170342764682,Iris-versicolor
+2,5.893625789447884,3.0,5.09921577085102,1.8252237997955454,Iris-virginica
+3,6.007354759212974,3.4040095621839,4.477585416239941,1.5872336204281683,Iris-versicolor
+4,6.709329407945629,3.3025898728631438,5.706352883614517,2.499999577446048,Iris-virginica
+5,5.685249498221534,2.913735500679667,4.118725165939509,1.295840804977675,Iris-versicolor
+6,4.895428221817222,2.4369821864868477,3.121567942729774,0.9126465994249355,Iris-versicolor
+7,6.068179827514903,2.841366772021967,4.6260613948380875,1.2310931213732903,Iris-versicolor
+8,6.7955312332330635,2.822335883884654,4.753939509162921,1.400739988230857,Iris-versicolor
+9,7.640024971114368,2.610945609736165,6.899996777815412,2.287038695796322,Iris-virginica
+10,5.020020786999769,2.0,3.5506858047663257,0.93079793712741,Iris-versicolor
+11,5.935630700514993,3.0,4.148105912210545,1.5185391918819169,Iris-versicolor
+12,4.400000471924303,2.8998021000282113,1.3969711819779476,0.20330577994425966,Iris-setosa
+13,7.718489293817286,2.822655920510682,6.728246922625523,2.006825225807297,Iris-virginica
+14,5.080377419911614,3.7120736263906866,1.482143361038223,0.411470691208477,Iris-setosa
+15,5.5410257056196155,2.4180625378661964,3.800407942489395,1.0577478256825124,Iris-versicolor
+16,5.097428840471808,3.7850154035200854,1.6198023615559256,0.20250857831014824,Iris-setosa
+17,7.651769478430328,2.89080139816354,6.6781253935218,2.0106297367809107,Iris-virginica
+18,5.8955374015774975,3.0,4.153776583994564,1.4942885252173423,Iris-versicolor
+19,5.9602242614321534,3.4042383660938254,4.471410254068436,1.5697642304889778,Iris-versicolor
+20,5.178729714729571,3.7037270437106047,1.4950094011167512,0.23225862703202835,Iris-setosa
+21,4.894356545007206,3.0,1.4026683421188784,0.20797460618834465,Iris-setosa
+22,6.076195347505247,3.0,4.606191869776646,1.382138333080229,Iris-versicolor
+23,5.971521124774769,2.9488364705597134,4.467381271265885,1.4936632335239235,Iris-versicolor
+24,6.712244318781331,3.3415174910097623,5.69983618840228,2.499999602705744,Iris-virginica
+25,6.475627855983481,3.290251621554226,5.447393428489716,2.3424697290897867,Iris-virginica
+26,4.812825979529941,3.0,1.3929884105210757,0.10000011558896162,Iris-setosa
+27,7.716000464992277,2.5906768698048914,6.899998601080037,2.278634796172838,Iris-virginica
+28,5.364150413796307,3.413224951046442,1.4956954240461509,0.41786896580000643,Iris-setosa
+29,6.681934546229226,2.495510982624102,5.762456569708433,1.7947651838554606,Iris-virginica
+30,4.491779884807947,2.293686725241236,1.2961828942175802,0.2943048143910863,Iris-setosa
+31,6.702640361707045,3.109561964281561,4.697458020377145,1.4963760901491767,Iris-versicolor
+32,6.297818902608939,2.502207028560163,5.00644809980553,1.8734439380050063,Iris-virginica
+33,7.701740360581876,2.81795611829905,6.687628327811734,2.0061407499090222,Iris-virginica
+34,5.098232926395296,3.7867821764574625,1.565174108556982,0.20403736957756113,Iris-setosa
+35,6.310125586478082,3.4014241137876313,5.616773827326116,2.4099966901181924,Iris-virginica
+36,6.014829419317294,3.4018752222104838,4.530364856683043,1.6285418066130652,Iris-versicolor
+37,5.091172199943911,3.688778066465104,1.559100124522454,0.403470291818058,Iris-setosa
+38,5.214069635691086,3.401733355865621,1.4000003871758402,0.20093113057184725,Iris-setosa
+39,6.198715424366456,2.227482826801763,4.5114195651186995,1.4868269924028348,Iris-versicolor
+40,5.988183381549573,2.7849730477294177,4.616485754271352,1.1883224950893727,Iris-versicolor
+41,6.679111902648756,3.2990047620672853,5.686781031846418,2.0956452686831932,Iris-virginica
+42,6.795408276195015,2.778271464126797,4.77258123234396,1.40276543972695,Iris-versicolor
+43,5.868049976356067,3.0,5.049870925669361,1.8151006863786812,Iris-virginica
+44,5.061757792001863,3.5461477310078844,1.4053435229686964,0.19609343493280731,Iris-setosa
+45,4.999205847291876,2.000000757032709,3.4192045071153796,1.003046193674547,Iris-versicolor
+46,5.407972256053868,3.899999557771471,1.3051069575350365,0.48568507678867245,Iris-setosa
+47,4.400187857003455,3.166111368770883,1.3633525529258301,0.23780720384235718,Iris-setosa
+48,4.995132167609324,2.0,3.4550946213227993,0.8655322573009372,Iris-versicolor
+49,6.496800204803031,3.2043043914704765,5.056883832410094,2.0068573874705877,Iris-virginica
+50,6.018724362114137,2.1952656766245675,5.037960538025446,1.4877744281177852,Iris-virginica
+51,6.237984615765637,2.17009060750902,4.4491436515082885,1.5062789391758855,Iris-versicolor
+52,5.462429739915044,2.938449485591526,4.285868526806375,1.433758139290933,Iris-versicolor
+53,6.296346739067867,2.396664718471509,4.814633282615223,1.4937452552006,Iris-versicolor
+54,5.7570451187138385,2.785683896940785,4.567660850972206,1.2698811737146423,Iris-versicolor
+55,6.0206047134486465,2.2144792256549497,4.990378704542671,1.510859656609921,Iris-virginica
+56,6.256228522179173,3.29330361950304,4.664795369694469,1.5795963182282757,Iris-versicolor
+57,5.903116346146933,3.0,4.186875216772157,1.4935553297942412,Iris-versicolor
+58,6.298452868144091,2.891939449773147,5.616127967406341,1.8026212668216175,Iris-virginica
+59,6.823993279714948,3.0355480474752916,5.278889078360625,2.2258185228798757,Iris-virginica
+60,6.171217430466712,2.1966467668492036,4.483435229367675,1.498225718509624,Iris-versicolor
+61,6.233158527577033,2.37185603699795,5.0510047686609285,1.7688380277208298,Iris-virginica
+62,5.847907779585512,3.0,5.121203549143639,1.8115186451143208,Iris-virginica
+63,5.901709821161542,3.0,5.04898978904098,1.8005966600740866,Iris-virginica
+64,5.614024277451128,3.0,4.502120539457174,1.4955430471401931,Iris-versicolor
+65,5.166190474078291,2.5153048620404155,3.1422590969389166,1.1539417537171184,Iris-versicolor
+66,4.919020113649063,3.1356549626741477,1.6998815218355343,0.1,Iris-setosa
+67,6.2937701944077595,2.3412733255251057,4.483148694768667,1.313554330052119,Iris-versicolor
+68,5.686218271280094,2.80349840493941,4.49714868980281,1.3021409120821543,Iris-versicolor
+69,6.808878485002901,3.0,5.561668287957511,2.0915665338517995,Iris-virginica
+70,7.684579663134441,2.7871621022486908,6.684665095846858,2.0109373471079075,Iris-virginica
+71,6.397654872813349,2.9137671834927215,4.325980147060452,1.307033165882372,Iris-versicolor
+72,7.6939858352409995,2.560447529348144,6.9,2.2917338074721036,Iris-virginica
+73,5.5876196018346835,2.9136290220049985,3.663841967339397,1.2916926802455846,Iris-versicolor
+74,5.700471118892576,2.8019901803931337,4.488127844979195,1.2783964255605889,Iris-versicolor
+75,4.497100506058356,2.3341432787712177,1.3202794766301718,0.3250307716903056,Iris-setosa
+76,5.2064871591906785,3.4087830512494124,1.3886140156335902,0.19950554450294566,Iris-setosa
+77,4.4,2.9162220305891164,1.4093527035098643,0.19980422401493392,Iris-setosa
+78,6.493643361405538,2.979140677751606,4.338597519569232,1.345270953334329,Iris-versicolor
+79,4.59833673172728,3.59336824275779,1.0,0.19915033035820853,Iris-setosa
+80,5.098031598557903,3.404191881796903,1.5146778954500912,0.4071440815931386,Iris-setosa
+81,5.587910252165986,2.9139186671966946,3.5126629966366716,1.2923639275142098,Iris-versicolor
+82,6.002364156052143,2.711642943438174,5.079786503321925,1.58939577351929,Iris-versicolor
+83,4.607197043684529,3.4041647625465847,1.4001112968857476,0.31744025492108624,Iris-setosa
+84,4.885533127669194,3.0,1.395664430573228,0.2376325550480866,Iris-setosa
+85,5.014553732489443,3.6000866055345004,1.3691101616465786,0.20044048845961465,Iris-setosa
+86,5.988263635327046,2.9637032252771007,4.295164970711433,1.4966444081678656,Iris-versicolor
+87,6.2950117549813855,3.4134219356087945,5.612020188581372,2.408737601992448,Iris-virginica
+88,6.510353132385059,3.0,5.470449359524328,1.8157743396879509,Iris-virginica
+89,5.009146590422306,3.425072228336552,1.4924974004072005,0.41354881355892986,Iris-setosa
+90,4.589981551545589,3.623700782740781,1.0000004519966852,0.20517254370161256,Iris-setosa
+91,6.180937052357712,2.202964433579228,4.511810503298957,1.4967102926415214,Iris-versicolor
+92,5.994213948231801,2.7012515382215767,5.087721510782172,1.6375606932750901,Iris-versicolor
+93,5.195241658951788,2.707548253250559,3.8797939852974923,1.4087238816036265,Iris-versicolor
+94,7.9,3.790959629715146,6.437339231495148,1.9921967207662892,Iris-virginica
+95,7.6632566045272394,3.0,6.648673047531106,2.0928445156942357,Iris-virginica
+96,5.300647878192342,3.6672962025408022,1.4998175688678475,0.19946382774238386,Iris-setosa
+97,7.9,3.820407485116625,6.400660910325658,2.0102665126220933,Iris-virginica
+98,6.965697950784628,3.0,5.759755154190163,2.111185642598432,Iris-virginica
+99,5.534570057796629,2.4551427817550184,3.7419621110056633,1.0520549194415716,Iris-versicolor
+100,5.156091409355821,3.6843131227404324,1.4963526116075772,0.2823819704195364,Iris-setosa
+101,7.639576515223148,2.9911600473897266,6.625618761156174,2.0646411676522374,Iris-virginica
+102,5.977042025577311,3.410592608460988,4.451298727868022,1.5800360804772726,Iris-versicolor
+103,6.312768160110287,3.2661061405222154,4.6643500624507075,1.5787610689228462,Iris-versicolor
+104,4.973694844536547,2.47723082918849,3.4692509333985893,1.0857619510037195,Iris-versicolor
+105,5.964672565379739,2.5987726915290428,5.165369621087913,1.891200030634272,Iris-virginica
+106,4.400000679800114,2.8939185348070535,1.3958885978574278,0.20328003864599622,Iris-setosa
+107,7.714758955623632,2.8343886065740516,6.695402173844779,2.013302881495943,Iris-virginica
+108,4.586330946353434,3.61531332346759,1.0000003859161861,0.19972614282889328,Iris-setosa
+109,5.602110578310529,2.4724308919104425,3.912520972323255,1.0812484257080313,Iris-versicolor
+110,6.733256637858986,3.3455251036630695,5.732903896439502,2.499999612596307,Iris-virginica
+111,5.080076088990861,3.509016452574611,1.401892742379162,0.28491515547159973,Iris-setosa
+112,5.310335950743108,3.6816871927384334,1.4978169618593384,0.1997235967832665,Iris-setosa
+113,4.898764833643243,3.0,1.4081766401331692,0.20209239399799805,Iris-setosa
+114,6.690893863170468,3.092564621205041,4.678177530581182,1.497764034137224,Iris-versicolor
+115,6.47574276860692,3.147905627032261,5.160328119798813,1.9649611507695823,Iris-virginica
+116,6.127451134025669,2.7808883468738377,4.7402790106589725,1.187106322373403,Iris-versicolor
+117,6.708250519284547,3.1260989729292006,4.744199642447657,1.5140940186922853,Iris-versicolor
+118,5.183535981503961,3.4074276908181864,1.4063075322094405,0.19913157157212005,Iris-setosa
+119,4.909827445445449,3.0,1.3841934443347408,0.20244497251991814,Iris-setosa

iris/tab_ddpm/5_3/10/test.csv

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

iris/tab_ddpm/5_3/10/train.csv

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

iris/tab_ddpm/5_3/10/val.csv

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

iris/tab_ddpm/5_3/11/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.036448784795817,3.387928676507913,1.632248380334295,0.4215553563073145,Iris-setosa
+1,6.298956795027419,3.386264349237794,5.6071438744897675,2.3963720653966476,Iris-virginica
+2,6.777228254909336,2.793166947125043,4.779604224856095,1.3945268481409152,Iris-versicolor
+3,5.7135743382456425,2.8013899826449733,4.248354034863918,1.2435443730830438,Iris-versicolor
+4,4.987121974305344,2.0,3.2592388927584577,1.0422392910622995,Iris-versicolor
+5,4.8988804652437175,3.1016049187280315,1.6126558384298437,0.10000012752996301,Iris-setosa
+6,4.873848412718936,3.0576252879255557,1.498872137488302,0.10000010223721151,Iris-setosa
+7,4.793640396095895,3.0,1.3760942578042052,0.1,Iris-setosa
+8,6.295893429038971,2.9003053813878226,5.602355608321401,1.7862926734311848,Iris-virginica
+9,5.699198093909497,2.9070678563354955,4.408973085463823,1.3071319251810622,Iris-versicolor
+10,6.927191714901425,3.193404725004869,5.712571757921747,2.2956793480195636,Iris-virginica
+11,6.027372367061202,2.2212624648801444,4.9845529103947115,1.49824066712279,Iris-virginica
+12,7.347988113632999,2.9916462785228286,6.350148727971121,2.0274363649773477,Iris-virginica
+13,5.05361473963431,2.4878441739100543,3.110241864358944,1.072310174385628,Iris-versicolor
+14,5.006015902608565,3.4033414623211375,1.6259277463048913,0.4166045988357201,Iris-setosa
+15,5.271364151702545,3.750070035834123,1.6485574179789966,0.20099057077010707,Iris-setosa
+16,7.899998543120707,3.797549401452008,6.403059842110503,1.9956405024988273,Iris-virginica
+17,4.892100301355521,3.0944259966869576,1.4943024184450757,0.10000009040822842,Iris-setosa
+18,5.802821572136844,2.690921340379694,5.1214865444821385,1.8970866918795015,Iris-virginica
+19,5.877967056511949,3.0,4.209370793255367,1.5018689477736649,Iris-versicolor
+20,5.753839292403906,2.9290979307706935,4.243546831340951,1.3133747712929367,Iris-versicolor
+21,7.700464821173087,2.6199285694331076,6.899998392319512,2.302883604065952,Iris-virginica
+22,6.688748330369148,3.2972321641190128,5.681097090813487,2.499999459468072,Iris-virginica
+23,6.676400395998143,3.3204308074413658,5.701447686618504,2.121392359426385,Iris-virginica
+24,6.513158259399102,3.0,5.815026210601785,2.2170452494635113,Iris-virginica
+25,6.552323231431072,3.0,5.849478541818671,2.220602737477841,Iris-virginica
+26,5.585674075308968,2.5355906854468704,4.118568280764003,1.162170315988337,Iris-versicolor
+27,7.9,3.8106480835730943,6.389168815744929,2.003683754727303,Iris-virginica
+28,4.818674428351766,3.0,1.413419932688814,0.1,Iris-setosa
+29,6.597613805702497,3.0,4.423378434995927,1.3810025221756137,Iris-versicolor
+30,6.286943432244086,2.3024257733313314,4.4040136131873355,1.2819621400293904,Iris-versicolor
+31,5.992946071314604,2.695656233781318,5.149073796607872,1.6096482807062469,Iris-versicolor
+32,5.322171103895775,3.7705865111146144,1.4972094206770425,0.249147934439364,Iris-setosa
+33,5.38241560323381,3.4041304569988933,1.5811222470682247,0.2002770228752001,Iris-setosa
+34,5.322430463688049,3.3941067354022714,1.4991764119067639,0.40585976768514703,Iris-setosa
+35,6.606805965513354,3.0,5.426266744039734,1.9799082298408162,Iris-virginica
+36,6.054629899810216,2.6013535569116875,5.592870516647083,1.3968567588232903,Iris-virginica
+37,6.284082466459295,2.526941261127526,4.929293852066755,1.5081997843918027,Iris-versicolor
+38,4.99057002617262,3.6113969792547294,1.4001117776538266,0.20725433869699872,Iris-setosa
+39,5.348101261516305,3.3808486850765695,1.5624783382792091,0.1990377255417522,Iris-setosa
+40,5.1766411164996,2.6899233627807786,3.8926323454861795,1.4019303394306597,Iris-versicolor
+41,6.686625648070738,3.301841275179728,5.682422725469162,2.5,Iris-virginica
+42,5.649931216357717,2.5212150348155955,3.9880845880727005,1.1045252303496003,Iris-versicolor
+43,5.000465344975352,3.604186529888552,1.3981441611568193,0.1961758064479025,Iris-setosa
+44,5.2445450633650506,3.7016262700708995,1.5035955501227285,0.1957078671532052,Iris-setosa
+45,5.483178976218262,2.3540220426630505,3.6771170516350007,0.8388834436162387,Iris-versicolor
+46,5.117609276475383,3.7676912767832897,1.4968389570388434,0.206681059563426,Iris-setosa
+47,4.898387278533465,3.1088797163379374,1.5022526414793083,0.1,Iris-setosa
+48,4.4,3.2172729893836323,1.2980635225052184,0.19933448061648668,Iris-setosa
+49,4.990529913774911,2.0,3.3477269443559425,0.9214075503180559,Iris-versicolor
+50,6.012377469292561,3.367571348231084,4.520852231939792,1.5908489545920628,Iris-versicolor
+51,5.660866157120759,2.9076965213369093,3.945834006356778,1.3145414918354688,Iris-versicolor
+52,6.902598260092546,3.102035546673619,5.0820292847393365,2.300032493675173,Iris-virginica
+53,5.958739486305713,2.7536143863987537,4.631636689153466,1.1938515190722736,Iris-versicolor
+54,6.692938470650747,3.2972327410631785,5.71043486689835,2.5,Iris-virginica
+55,6.697566709294031,2.4999571335323414,5.850596590813284,1.8146857465647752,Iris-virginica
+56,6.241662277765196,3.3311993900878383,4.647649973896312,1.5998269076183744,Iris-versicolor
+57,4.4,3.0953945644209364,1.3135028384721057,0.1846260022263606,Iris-setosa
+58,5.106625504309375,3.8110119523903134,1.662868515567407,0.1971113798855948,Iris-setosa
+59,6.4823798801216945,3.0,5.76475655823864,2.1241201218362793,Iris-virginica
+60,6.079601619585623,3.3824759602622647,4.5034580353760765,1.6026292493944831,Iris-versicolor
+61,6.2324232068704095,2.270175491849016,4.510614659475992,1.4215648775988332,Iris-versicolor
+62,6.953725541763755,3.081760623042005,5.104208113954528,2.2976609161896744,Iris-virginica
+63,5.007189214957577,3.574635321391495,1.4021332498976,0.19778642734277146,Iris-setosa
+64,7.327614543841037,2.903549507818121,6.26056227711493,1.8180495363937967,Iris-virginica
+65,5.913290006240617,2.7948239028800734,4.527297787169482,1.175057971362883,Iris-versicolor
+66,6.698401327704114,3.101306623368976,4.704975346871723,1.5015127623393258,Iris-versicolor
+67,7.9,3.804632938058668,6.355491432569357,1.9799645292015007,Iris-virginica
+68,5.108690243684621,3.502164850158827,1.4012333515858333,0.31560108283946514,Iris-setosa
+69,6.228589086192223,2.864432596525517,5.593750542294063,1.759301933811497,Iris-virginica
+70,6.299952799413934,2.492557494203947,4.988195976942313,1.8999341339761633,Iris-virginica
+71,6.02370729350991,2.2270763694115114,4.960945362798533,1.4891868651239304,Iris-virginica
+72,4.875838623913502,3.0,1.3929654804773535,0.21043994202113608,Iris-setosa
+73,7.899998961793331,3.8089109530142933,6.4108433740894375,1.989209662860835,Iris-virginica
+74,5.9938519080796295,2.80903409575459,4.69085969175433,1.2292001538600115,Iris-versicolor
+75,6.315660296055078,3.3659425150259805,5.578163027313268,2.397914493012668,Iris-virginica
+76,5.0841367742726895,3.5192737440369406,1.3716406794965237,0.2087684917864012,Iris-setosa
+77,6.384735150783089,2.8863475863144585,4.287532611750844,1.278473963554691,Iris-versicolor
+78,5.984357894236113,2.681811492517622,5.086119351831555,1.6068638301384788,Iris-versicolor
+79,6.2734759527706005,2.5062823274388952,4.990395919404003,1.899253881809173,Iris-virginica
+80,5.411963048954065,3.3870724370013394,1.6543581448042353,0.20541009710930233,Iris-setosa
+81,6.696568736831064,3.083263698850077,4.718027177350188,1.496992617152785,Iris-versicolor
+82,5.548614937554922,2.6789302012801692,4.41942705892585,1.2913467681281756,Iris-versicolor
+83,6.025226818938153,2.691205513926082,5.0738517808992505,1.5706236924766472,Iris-versicolor
+84,5.893620534593005,3.0,5.099977119682219,1.8213541162021625,Iris-virginica
+85,4.822858922415751,3.0,1.3891981929688604,0.2827699182945202,Iris-setosa
+86,6.013909503730487,2.247415967242487,5.017301665937401,1.4956116217393536,Iris-virginica
+87,5.095790417792224,3.7724914682003696,1.4999426899321489,0.20304379431925423,Iris-setosa
+88,4.985994402514085,2.000000666257844,3.3921361554074383,0.9435507377150183,Iris-versicolor
+89,5.608239845546596,3.0,4.524509074129767,1.4966388144153835,Iris-versicolor
+90,5.422171975344444,3.9,1.291523544400634,0.48921093242745617,Iris-setosa
+91,5.695964659177041,2.812943604295909,4.480272827031934,1.2668788267720594,Iris-versicolor
+92,5.064196300356344,3.790140235338448,1.6620450869625771,0.20107401267661812,Iris-setosa
+93,5.095772761418497,3.711117047460268,1.5160755597834141,0.35986879158004326,Iris-setosa
+94,4.603714362987584,3.607452450078537,1.0,0.19455691695790733,Iris-setosa
+95,6.715432248564653,3.3019361192559726,5.72649074458389,2.4999990437011776,Iris-virginica
+96,5.00230699042569,3.3979886647805024,1.542097964830396,0.4318461218067936,Iris-setosa
+97,6.029965782499841,2.2083595827008953,5.01228723751766,1.5001490037875682,Iris-virginica
+98,5.407815765370574,3.385113689893256,1.5606563087893988,0.19520007132515393,Iris-setosa
+99,6.5771854133950365,3.057621693522651,5.915831248758737,2.277048942600497,Iris-virginica
+100,6.68136445859605,3.1081140358594586,4.68606480246312,1.485593969669178,Iris-versicolor
+101,5.620540988611227,2.8816751330413397,3.7203334004022626,1.2797302785706193,Iris-versicolor
+102,5.122332860174629,2.6521844471265332,3.841968426464021,1.3903331831007224,Iris-versicolor
+103,6.096861980158714,2.5991725810493174,5.608211559084587,1.396435015098573,Iris-virginica
+104,5.616938807239585,2.5297614968353335,3.928257020099768,1.1109089777526304,Iris-versicolor
+105,4.9789168704933715,3.3947785085918984,1.6134275949454373,0.39019809903893293,Iris-setosa
+106,5.902681980448517,3.0,4.215362069314563,1.4940148083183027,Iris-versicolor
+107,5.618966621751211,2.9430715371455283,3.795373146677772,1.305082575347611,Iris-versicolor
+108,6.873902836411721,2.6111740678596145,6.0980605219232675,1.820958329399954,Iris-virginica
+109,6.827560783755846,2.766351954782274,4.810741843948532,1.4021435987104789,Iris-versicolor
+110,7.697897090298682,2.593705981293847,6.9,2.2825844989236614,Iris-virginica
+111,6.810701286884268,2.8018738041666644,4.839836673223204,1.406841987284826,Iris-versicolor
+112,5.999372334369794,2.871694068087165,4.58420772606175,1.3037105541165586,Iris-versicolor
+113,7.9,3.789308153711865,6.391533793999942,2.0122118478564452,Iris-virginica
+114,4.587777354315557,3.6273694639626983,1.0,0.2017608312132722,Iris-setosa
+115,7.679989674024483,2.851867326320851,6.680231527638939,2.018242483118803,Iris-virginica
+116,5.403676922309303,3.899999532461759,1.2977556834901534,0.45832314485908365,Iris-setosa
+117,5.9967527179484845,2.204584300931906,5.029393054886206,1.4956157685302065,Iris-virginica
+118,6.768399068389277,3.0,5.602592362966854,2.0558738165186,Iris-virginica
+119,7.9,3.8153736785682555,6.375821864483808,2.0099965762658534,Iris-virginica

iris/tab_ddpm/5_3/11/test.csv

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

iris/tab_ddpm/5_3/11/train.csv

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

iris/tab_ddpm/5_3/11/val.csv

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

iris/tab_ddpm/5_3/12/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.524546798671423,3.182966524792053,5.096782903418434,2.018279126039884,Iris-virginica
+1,6.206168836535449,2.9939297252789827,4.467260514734834,1.392422604792388,Iris-versicolor
+2,5.365860797893669,3.9,1.2750100524208003,0.3869628908238081,Iris-setosa
+3,5.39256919630883,3.4036924902670638,1.5504035359434574,0.4199677830283236,Iris-setosa
+4,6.8962646731430395,3.118109084656618,5.1054782182758425,2.298208039943785,Iris-virginica
+5,5.703846390105937,2.789617365626384,4.47656439742325,1.2641866339305425,Iris-versicolor
+6,5.904665365332278,3.0,4.2104356734786155,1.5038845369455855,Iris-versicolor
+7,5.8018391414591495,2.7273333063967766,4.14919364410091,0.9706190788676916,Iris-versicolor
+8,6.469539281949475,3.1569212063598533,5.1205787637737155,1.9860012127488276,Iris-virginica
+9,4.900985890636303,3.0854485220132455,1.4932333012821577,0.1,Iris-setosa
+10,5.0097459820606804,3.3574401159936498,1.4795301992712313,0.21067796362471033,Iris-setosa
+11,5.089940132934134,3.497590909721334,1.3934980249781173,0.30742580475790415,Iris-setosa
+12,7.9,3.8187926899332383,6.455759779026938,2.0189802020804755,Iris-virginica
+13,6.309473248665838,2.307458871165058,4.406798457692894,1.318028232474943,Iris-versicolor
+14,5.645694478218425,2.9371364408249243,4.090204251569201,1.2875051379473113,Iris-versicolor
+15,5.584186405013303,2.492346950313328,3.82723472919357,1.032695636201145,Iris-versicolor
+16,6.137296881471905,3.0,4.623470948604814,1.4193965609298131,Iris-versicolor
+17,4.794887927252684,3.0,1.3996920223389568,0.29925169546041874,Iris-setosa
+18,5.154166000381532,3.7592688848116564,1.5697018100486284,0.19424321513093307,Iris-setosa
+19,5.246405239325478,3.7629531738993927,1.5661100342555023,0.20960964966326645,Iris-setosa
+20,7.686040717634907,2.587124907008491,6.899998994527072,2.2920783605214865,Iris-virginica
+21,6.085444997672663,3.0,4.6105187356682285,1.402924764525132,Iris-versicolor
+22,6.230039983220222,2.3610732209843435,5.024147612086149,1.7814746984294796,Iris-virginica
+23,4.8202344761755045,3.0,1.4004666032479935,0.29511854170730034,Iris-setosa
+24,5.912014791194704,2.826689846300033,4.6681255124048,1.5000900413403695,Iris-versicolor
+25,4.821716311997554,3.3980708076432946,1.4977092258898,0.20783708364271494,Iris-setosa
+26,4.566062649778031,3.401534612817269,1.369456816050042,0.29693100139251893,Iris-setosa
+27,6.109793364585,2.8032655778234257,4.68714463595314,1.2026372693575693,Iris-versicolor
+28,4.4000005063005405,3.2163961161459294,1.2888294912775828,0.20213298720554945,Iris-setosa
+29,5.66639153194244,2.734833737361562,4.470415482296612,1.2722136913408966,Iris-versicolor
+30,5.831460418860923,2.7709133610504684,5.067465038556218,1.9061698976661823,Iris-virginica
+31,6.653057367839903,2.4913384797829035,5.790549530607569,1.800391979021934,Iris-virginica
+32,5.588253027081799,3.0,4.09091935743125,1.3048157738483683,Iris-versicolor
+33,4.854533581390058,3.0,1.3979732422117026,0.3061319780842515,Iris-setosa
+34,4.915727338893486,3.4439538451404714,1.4360072898341625,0.2051737574503534,Iris-setosa
+35,5.395217827331462,3.377544229334961,1.749800852467981,0.19625732477023883,Iris-setosa
+36,6.666311906013982,3.3037236410986135,5.668858779243135,2.0756078903010318,Iris-virginica
+37,6.420164344914034,2.879382926196157,4.28785580962092,1.2706431021157505,Iris-versicolor
+38,6.5105226781012,3.023431353998846,5.783384595595163,2.1631602167209683,Iris-virginica
+39,5.14096141868282,3.4771350655835347,1.3951004966478509,0.19870135924293914,Iris-setosa
+40,6.263723504027734,2.447157688136557,4.842605023440727,1.5072759513748795,Iris-versicolor
+41,5.356090427141092,3.399037746325815,1.4918780595517918,0.21649695014796116,Iris-setosa
+42,5.602976487404637,3.0,4.115729344202663,1.3022412157787295,Iris-versicolor
+43,4.975680839080651,2.0,3.2023626876872537,0.9723526501528972,Iris-versicolor
+44,6.4176913523402135,2.905585231088793,4.26429305079717,1.312763847544392,Iris-versicolor
+45,4.948678367044175,2.431248409435918,2.9051626221028632,1.0343255931970565,Iris-versicolor
+46,6.00028583776525,2.989750264508541,4.328227563392244,1.4734070976250835,Iris-versicolor
+47,5.5218632880032095,2.441346141072195,3.7911366414145795,1.0139842158358956,Iris-versicolor
+48,5.690358675443756,2.783794095422901,4.489267463976838,1.2508464931174395,Iris-versicolor
+49,5.320114725631913,3.9,1.2886723171207581,0.3854943643889512,Iris-setosa
+50,5.479223340000427,2.515079280870281,3.7195603639484043,1.07613133740666,Iris-versicolor
+51,5.187110128340167,3.377838752215499,1.405585728093387,0.2022702256239175,Iris-setosa
+52,7.678599522621473,2.604193418457221,6.899998778893014,2.299129596236146,Iris-virginica
+53,4.787201196708382,3.389942873947314,1.5831083481536694,0.19461689941689572,Iris-setosa
+54,6.061515289102103,2.600513222819605,5.610100306871524,1.3872308406828522,Iris-virginica
+55,6.700052506801648,3.1081932501281275,4.714688594677869,1.4954231310411368,Iris-versicolor
+56,7.604225870587611,3.0,6.596858026620893,2.0871547396363357,Iris-virginica
+57,6.460189791508949,2.969936445598947,4.328479781394398,1.33844840202463,Iris-versicolor
+58,6.302097223723549,3.4060724950949197,5.612086215446128,2.39634186682489,Iris-virginica
+59,7.698807577513924,2.5849347666257882,6.9,2.2953389517477483,Iris-virginica
+60,4.913224918730986,3.09788280115071,1.499541787194389,0.1,Iris-setosa
+61,5.332768784429346,2.5029502449026944,3.5634589644223555,1.0729810754579012,Iris-versicolor
+62,6.3408314720541865,2.8579550294850495,4.275409501814426,1.24273003624239,Iris-versicolor
+63,5.22679213954509,2.739674002981638,3.9831353261637403,1.398432649100607,Iris-versicolor
+64,5.167120450117273,3.712961600182559,1.4947269146982423,0.2016811538687183,Iris-setosa
+65,5.312340903900679,3.6585295220052365,1.4972302192404952,0.20026489200238315,Iris-setosa
+66,6.251846943158341,2.455740102151986,4.863628476483301,1.4809836438683046,Iris-versicolor
+67,5.065071189384988,3.545655305504003,1.3956493966683712,0.2017487269472018,Iris-setosa
+68,5.792754748493118,2.741632328838403,4.595718873243334,1.2459934178587613,Iris-versicolor
+69,5.66437455870094,3.0,4.510639347817172,1.4994331433492036,Iris-versicolor
+70,6.078258934527929,2.968984081817787,4.554903218238778,1.500245859605407,Iris-versicolor
+71,5.353490742201717,3.8999996201860014,1.2927761317495214,0.5170483268385387,Iris-setosa
+72,5.406694568549431,3.9,1.2843434735027603,0.3912644422066162,Iris-setosa
+73,5.01521658529704,2.0000009144861424,3.5217756376618277,1.0244345389252258,Iris-versicolor
+74,5.137974051501686,3.482508329451779,1.4012474019586063,0.2826232271024674,Iris-setosa
+75,6.075043322298529,2.8274467306159448,4.685939625368934,1.2347235836010328,Iris-versicolor
+76,4.9839429705953355,2.000000548279823,3.365895595092105,0.9964731976055818,Iris-versicolor
+77,6.0955722450403425,2.2769366057643623,5.006212227015264,1.5967870097149501,Iris-virginica
+78,6.797718397469157,3.0,5.474438849028642,2.092915856992027,Iris-virginica
+79,5.582237041201052,2.9650112603142524,3.8552228218404743,1.2969612312106473,Iris-versicolor
+80,6.804320174660209,2.813483893702729,4.825376295040816,1.4030968554317762,Iris-versicolor
+81,6.233757370163811,2.2244898882594577,4.470602999824448,1.4819503903189124,Iris-versicolor
+82,4.91009937671039,2.406233107767309,3.233387161356737,1.0116152346341112,Iris-versicolor
+83,5.5486029434891995,2.4729075105178255,3.8739560047783446,1.0553054228959202,Iris-versicolor
+84,4.826396816843031,3.0,1.4048356079537854,0.3229072590424619,Iris-setosa
+85,4.797039093241551,3.0,1.3843139839764724,0.1,Iris-setosa
+86,6.300540938876348,3.302839610571314,4.691488481926518,1.5848546443922675,Iris-versicolor
+87,6.305081090838904,2.307147231570794,4.379459102147841,1.28468869396481,Iris-versicolor
+88,4.672077017344428,3.4068350148285953,1.4020944054543352,0.3027233956086632,Iris-setosa
+89,6.7541110548019745,3.0,5.6417391384136,2.0925777083855794,Iris-virginica
+90,6.504791045113108,3.1936788771599267,5.070926402974887,2.0117306102003267,Iris-virginica
+91,5.627118997580962,3.0,4.479779287061838,1.51145850667906,Iris-versicolor
+92,5.552847508700088,2.658319856537237,4.458961998867267,1.220079811977534,Iris-versicolor
+93,4.985353033890392,2.4635453523994357,3.017511013015562,1.06813150322785,Iris-versicolor
+94,7.713117223750472,2.807287950446607,6.704892516078097,1.9950070765579953,Iris-virginica
+95,6.68715228320574,3.3071950108507124,5.695202794484061,2.499999464508055,Iris-virginica
+96,6.710642813246902,3.124289520596694,4.699412863509099,1.5098938523756193,Iris-versicolor
+97,6.317380782756442,3.3654566362704714,5.621050866418662,2.3950888912866377,Iris-virginica
+98,4.4,2.897731815379408,1.3892082415479414,0.2002318165849398,Iris-setosa
+99,5.947671271800856,2.1763126692216734,4.919496262730374,1.4790155281780104,Iris-virginica
+100,7.198710398850517,3.0,6.160486142605183,2.1255247468536833,Iris-virginica
+101,4.400000594781362,3.1542267027817146,1.3147890045738124,0.1981877518336528,Iris-setosa
+102,6.3180492822493965,3.342924260355537,5.633352678042517,2.392248090882693,Iris-virginica
+103,5.272245648382713,3.7262110956321868,1.5148689145433565,0.20031092752617222,Iris-setosa
+104,5.504685952763345,2.5278171855211755,4.092727922541227,1.1456451397360168,Iris-versicolor
+105,4.825549966324574,3.0,1.406864923794032,0.1,Iris-setosa
+106,6.825929321519243,3.0,5.370677909190269,2.1726790110994574,Iris-virginica
+107,5.666132009130214,2.997761643187811,4.166300730583522,1.3131167966943733,Iris-versicolor
+108,7.704142451407635,2.802020379308467,6.706631765064039,2.0023415689118473,Iris-virginica
+109,6.315250131656944,2.2908045824769556,4.379963329701969,1.2997954491779957,Iris-versicolor
+110,6.683378188281248,3.2882247352846483,5.676572258131605,2.5,Iris-virginica
+111,5.114270918412422,3.5037991802868333,1.3976470149054134,0.2019506653449893,Iris-setosa
+112,6.475746282126564,3.0,5.801904007794259,2.2164977052489765,Iris-virginica
+113,4.825633066842421,3.3997912799493903,1.515790934743063,0.19402321725211785,Iris-setosa
+114,4.502490578757373,2.326442609540234,1.3217598413389582,0.2889171262098359,Iris-setosa
+115,5.094299225114896,3.794121657443008,1.4952313548156317,0.1983863363387362,Iris-setosa
+116,7.694975284635814,2.7935045003377725,6.703119375435108,1.9864835977084268,Iris-virginica
+117,6.685466665650028,2.504610031874971,5.796061795257723,1.799944638799892,Iris-virginica
+118,5.9995580581908055,2.7599160199041233,4.635758426891527,1.194483190905532,Iris-versicolor
+119,6.322786259112032,3.2879554755445706,4.707321704789253,1.5906696055915444,Iris-versicolor

iris/tab_ddpm/5_3/12/test.csv

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

iris/tab_ddpm/5_3/12/train.csv

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

iris/tab_ddpm/5_3/12/val.csv

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

iris/tab_ddpm/5_3/13/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.294199412853217,2.460347889623396,4.96537960826815,1.8799701535839268,Iris-virginica
+1,5.593653169893524,3.0,4.070337517816079,1.262940467498106,Iris-versicolor
+2,4.896727765845806,3.0,1.3941904499820554,0.20412379557490215,Iris-setosa
+3,6.237746296551583,2.842920530533697,5.589556493712678,1.751585553861628,Iris-virginica
+4,5.979873469434112,2.1875716543780057,5.028959147938075,1.5147506967672724,Iris-virginica
+5,5.009350894789393,2.000000639084246,3.458612730371872,0.9484889624556228,Iris-versicolor
+6,5.585566107614466,3.0,4.035305155368334,1.297489110745136,Iris-versicolor
+7,5.144321549199763,3.4995236259130325,1.4017880225863413,0.2970879886560992,Iris-setosa
+8,4.502947477465605,2.283344657369061,1.2833018839517776,0.288730205807642,Iris-setosa
+9,6.019014690893648,2.2134187486457297,5.025498506223292,1.4943728298218923,Iris-virginica
+10,7.412273064892869,3.0,6.396068093064509,2.074577855347594,Iris-virginica
+11,4.8182142326914255,3.0,1.4013472289056232,0.10000009287974983,Iris-setosa
+12,6.5087596630903795,3.0,5.515852039018427,1.815417542729961,Iris-virginica
+13,5.392949329066092,3.9,1.2831204869139545,0.3786796058119256,Iris-setosa
+14,6.291532806644853,2.2924348714971656,4.387547828331631,1.2808419657876886,Iris-versicolor
+15,6.107363435306441,2.798937745233695,4.698623840547981,1.1750149901479974,Iris-versicolor
+16,6.2818787822287,2.888746677380809,5.592392557448177,1.7952971611022415,Iris-virginica
+17,5.869462765093971,3.0,5.048116031456738,1.774777772728418,Iris-virginica
+18,4.4,3.203196967976655,1.2899347091094215,0.1988513686758348,Iris-setosa
+19,7.699324066560163,2.60949550129232,6.899998504888449,2.2846743479309346,Iris-virginica
+20,6.89891254761162,3.2037434001685803,5.680679673261637,2.2859069710762583,Iris-virginica
+21,5.173117422421176,3.4515507325190353,1.3934987467045115,0.19992850419224328,Iris-setosa
+22,4.80483464491815,3.0,1.3992850204140286,0.1,Iris-setosa
+23,6.678241409512188,3.130754852619373,4.722617037554383,1.5013511705645208,Iris-versicolor
+24,6.314808346279997,2.325203366204899,4.422974339802287,1.3322525837683323,Iris-versicolor
+25,5.024720313986736,3.4015011972391616,1.5769928202818093,0.42888837227648513,Iris-setosa
+26,6.874950222448714,3.1919635880897097,5.690090229186822,2.2977679011622945,Iris-virginica
+27,5.005551429123626,2.0000004705050864,3.2490706474292943,1.034069397018059,Iris-versicolor
+28,5.829227042204713,2.912607150679985,5.029596376819045,1.8657260456192402,Iris-virginica
+29,7.733248851076402,2.596124296528894,6.9,2.3095989781634434,Iris-virginica
+30,6.809148639686968,3.0587109203056873,5.209160460789975,2.2787948046705724,Iris-virginica
+31,5.669732473311309,3.8159903437470932,1.7258280213526656,0.32814410744885086,Iris-setosa
+32,6.021923275122861,2.7537868143005806,5.024267355812498,1.6053841781955005,Iris-versicolor
+33,7.707062811276569,2.600887380002298,6.899998662908061,2.2923222701755037,Iris-virginica
+34,6.592622979040624,3.3163932565674394,5.5786399451342135,2.0822459131729625,Iris-virginica
+35,4.767487099134035,3.0,1.3878843563320644,0.2963132372493744,Iris-setosa
+36,4.902675808724201,3.1123979075859896,1.5169892921868477,0.1,Iris-setosa
+37,6.2857737347793305,2.9143264528471096,5.590778929723563,1.7482472753776253,Iris-virginica
+38,6.1208970158668565,3.3611336814627784,4.570762095274805,1.6172872432032832,Iris-versicolor
+39,5.89983529358026,3.0,5.07556734314605,1.7902810857187736,Iris-virginica
+40,4.810841361977955,3.0,1.3893748434574984,0.2928479790879573,Iris-setosa
+41,5.196460850480913,3.7499401231394454,1.5349731522248224,0.2033288665507474,Iris-setosa
+42,4.90119163057763,3.0,1.4029503110770225,0.19835988457796278,Iris-setosa
+43,6.302736688016968,2.8932509805213966,5.6200149385260465,1.7852162970904253,Iris-virginica
+44,4.490825788507784,2.3005795789454777,1.2829040623266317,0.3203141235598991,Iris-setosa
+45,4.400000558647082,3.17502078058108,1.3012307749115926,0.20265126476694406,Iris-setosa
+46,6.129532546199539,2.6067147454250876,5.610769883914601,1.4079040142850532,Iris-virginica
+47,5.204034021996061,3.3999032560914144,1.3922096968121571,0.2003673934141165,Iris-setosa
+48,7.703303282324661,2.6072696060595044,6.899998961398362,2.2993807714730545,Iris-virginica
+49,4.598422745991254,3.406527383972314,1.4013326746802663,0.2961264303584537,Iris-setosa
+50,5.399716056767223,3.9,1.3004087144152376,0.5024164043216814,Iris-setosa
+51,6.488717923621688,3.2062396108675997,5.097680077558842,1.9839720704159463,Iris-virginica
+52,4.978283949621411,2.0,3.4972033015650723,0.967897639490743,Iris-versicolor
+53,5.291259716667311,3.715183389361905,1.6431779642464985,0.2017745706506547,Iris-setosa
+54,6.517778330253255,3.0,5.548802121777289,1.869274207053973,Iris-virginica
+55,6.31955110835182,3.408754881938884,5.591770597737217,2.40468261777573,Iris-virginica
+56,5.7579526351371735,2.8733252970766996,4.328239410054224,1.2992161285284631,Iris-versicolor
+57,7.679743828081073,2.579787174239331,6.899998992754894,2.3021486714200265,Iris-virginica
+58,6.531519608714495,3.134487721997127,5.207669167119839,1.9550619648851806,Iris-virginica
+59,4.822626938181097,3.0,1.4007675192371611,0.29160299483731533,Iris-setosa
+60,5.781294392983826,2.69085321917575,5.088912129592403,1.9067261714371966,Iris-virginica
+61,7.702163835956307,2.61614358090247,6.899998871057638,2.3008048377076586,Iris-virginica
+62,6.7915352797981505,3.0,5.514181632584042,2.0870721991561236,Iris-virginica
+63,5.10069930745362,3.7966273940742887,1.641438919790314,0.19908743822860892,Iris-setosa
+64,7.682647452080898,2.782703183237145,6.688638263555488,1.9804622585143208,Iris-virginica
+65,5.141758989924862,3.7828515676321643,1.5961279405345226,0.20016856589384519,Iris-setosa
+66,7.711661392359868,2.581709710233657,6.9,2.3234092535751945,Iris-virginica
+67,4.4,2.9063308769388647,1.396319315686797,0.19135683313635848,Iris-setosa
+68,5.434403402395761,3.9,1.3157895638782213,0.5483779329372552,Iris-setosa
+69,5.61724669811483,2.7214881515596656,4.347715712685864,1.2143512004030792,Iris-versicolor
+70,4.400000539017212,2.9213133249138608,1.3921523927470836,0.20606620187197172,Iris-setosa
+71,5.998406824129571,2.208833303433319,4.9997135151861825,1.5058084678819152,Iris-virginica
+72,5.147655207257435,3.4670358161750268,1.4012417865079232,0.1975915655732408,Iris-setosa
+73,6.058601995506084,2.9850166270165497,4.580704952022623,1.3524259490399297,Iris-versicolor
+74,4.8359375107439435,3.0,1.4292757008512202,0.10000011569193279,Iris-setosa
+75,7.9,3.8110765562090627,6.31953588239767,1.990011165242689,Iris-virginica
+76,4.578895626837245,3.3951244475150353,1.3858995337567115,0.32785341902226756,Iris-setosa
+77,4.504715546082112,2.322513341584177,1.308832301457692,0.3736514284231328,Iris-setosa
+78,6.302015406387131,2.490252472331126,4.954882209813472,1.4982204166138948,Iris-versicolor
+79,6.324197851988948,3.4130340202892504,5.598570411408023,2.3942131008657173,Iris-virginica
+80,6.14313454578693,2.6053652735627555,5.588458142951293,1.4240944354849578,Iris-virginica
+81,5.3786262391073025,3.3963854944500227,1.6667943630451898,0.19837176657644418,Iris-setosa
+82,4.496080208603865,2.3119465792797964,1.2871159380890047,0.29467491180746086,Iris-setosa
+83,4.999433181453473,2.4481505222160913,3.4470387241954348,1.06741321597114,Iris-versicolor
+84,6.698006959048386,3.295286862366451,5.697845889537763,2.499999544551007,Iris-virginica
+85,7.715199096437249,2.5853460385720206,6.9,2.297176973412183,Iris-virginica
+86,5.031970680643383,3.547637575702369,1.4021211509686173,0.1984293671198249,Iris-setosa
+87,7.290904401679539,2.9067640201752534,6.313128415030633,1.808767426944979,Iris-virginica
+88,6.658038918712798,3.0,5.768483186132771,2.2220450152470934,Iris-virginica
+89,6.803764676039836,3.042920755190872,5.757981049293826,2.2276956964192705,Iris-virginica
+90,6.1000565289532185,2.802896233002801,4.712587175033837,1.194567973433008,Iris-versicolor
+91,6.303378982511552,2.501296834819741,5.074685078380456,1.8854002582260738,Iris-virginica
+92,7.665515059483595,2.6159468531486154,6.899998596790253,2.293482766654653,Iris-virginica
+93,6.323535363720284,2.9199471568463236,5.582732939347461,1.7893598617794493,Iris-virginica
+94,5.792828571665306,2.803175169860296,4.21092631473107,1.1346926570614728,Iris-versicolor
+95,7.717212832811375,2.606524222487135,6.9,2.3050883045908086,Iris-virginica
+96,6.725656871202474,3.3247986388160182,5.71824935496004,2.5,Iris-virginica
+97,7.257620909187435,3.0,6.203283304788158,2.142104474211867,Iris-virginica
+98,4.921525888230218,2.417892258765452,3.1279693829407256,1.01912265770127,Iris-versicolor
+99,7.73122639919747,2.6293849235396323,6.9,2.300527105009626,Iris-virginica
+100,6.307368499496827,3.40697107061642,5.6200776969228805,2.3986134797331697,Iris-virginica
+101,6.008955555289474,3.3987825566065477,4.536996545244128,1.5946090564790687,Iris-versicolor
+102,7.580837518830493,3.0,6.550331777830337,2.099113728807469,Iris-virginica
+103,5.974159965477278,3.409360256002156,4.484513966559903,1.5956380894368707,Iris-versicolor
+104,7.9,3.817468183350259,6.368442758296524,1.9972569282731645,Iris-virginica
+105,4.8025951214261475,3.0,1.3974922874233544,0.3147744570040464,Iris-setosa
+106,6.98954812229005,3.028834053867767,5.755491483434227,2.1909958183088785,Iris-virginica
+107,5.215778215961564,2.6764256330844005,3.916910974740877,1.3933234208253689,Iris-versicolor
+108,7.9,3.7844973512283144,6.440710861253555,2.0079952307852214,Iris-virginica
+109,6.003424271461819,2.928543887572981,4.396211727094658,1.5096184409699496,Iris-versicolor
+110,6.49083860975792,3.0,5.875744347074834,2.231536723987785,Iris-virginica
+111,6.903563559217085,3.0643023165101795,5.254769375040108,2.2650321782950877,Iris-virginica
+112,5.635842038620992,2.9830826842362193,3.8657373424792727,1.313899526419119,Iris-versicolor
+113,5.761579772547332,2.742836081713789,4.0474828672958285,1.009345285777851,Iris-versicolor
+114,5.847782339139348,2.862634544104318,4.560638368427652,1.3069862242469625,Iris-versicolor
+115,5.108328550885225,3.5014786595427143,1.3956078122985933,0.30142376851317454,Iris-setosa
+116,5.4424377993657265,3.4004854540689227,1.9052883277826664,0.2002891482563468,Iris-setosa
+117,7.686450691980519,2.5985160711368795,6.9,2.291793912462373,Iris-virginica
+118,5.991830822223907,2.719412511579151,5.032958724326741,1.5965564505421403,Iris-versicolor
+119,6.527853452551251,3.0,5.512517567981463,1.7951467635771654,Iris-virginica

iris/tab_ddpm/5_3/13/test.csv

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

iris/tab_ddpm/5_3/13/train.csv

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

iris/tab_ddpm/5_3/13/val.csv

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

iris/tab_ddpm/5_3/14/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.509046501811031,2.4136275517407766,3.727628686121554,1.0061472895418317,Iris-versicolor
+1,6.383238776058711,2.8950099701700496,4.303449904008352,1.2870167571820037,Iris-versicolor
+2,5.83562262604225,2.767232818438778,4.587007419060507,1.2314123550260636,Iris-versicolor
+3,4.989539758292434,2.0,3.241173982595627,0.941957967028306,Iris-versicolor
+4,5.590814593235899,2.8842061434223765,3.4926353043276754,1.301848205046466,Iris-versicolor
+5,4.60659381283587,3.6125215214119875,1.0,0.1989134937019949,Iris-setosa
+6,6.493392846655007,3.0,5.498352769433932,1.8091620215040427,Iris-virginica
+7,6.134897840930213,2.6078671902838124,5.594473622714983,1.4207097048526995,Iris-virginica
+8,4.873910893321927,3.0,1.4009419655492366,0.19974335115168668,Iris-setosa
+9,5.177667399960644,3.4161965087714705,1.3901340587840552,0.20066056850105518,Iris-setosa
+10,5.7037221306128965,2.775353434573949,4.49654072858713,1.2978597552621853,Iris-versicolor
+11,6.792387504509194,3.0,5.571562581934293,2.0305906878842213,Iris-virginica
+12,5.69234350594746,2.90676283143172,4.195219045632165,1.2802691202300944,Iris-versicolor
+13,4.955755331128486,3.068091288326666,1.4136184636577764,0.20140862722139696,Iris-setosa
+14,5.480030250085484,2.4526984268214402,3.7083451279670894,1.0055230162750972,Iris-versicolor
+15,4.4,2.895707868795617,1.4002866907293554,0.18924349531529627,Iris-setosa
+16,7.328591645032726,2.9056401512445493,6.297754168491581,1.793309302257192,Iris-virginica
+17,5.5842632179493465,2.951935281857256,3.7015085887299053,1.2839312620943848,Iris-versicolor
+18,6.778373765167859,3.1380293303385773,5.076093235650417,2.2323842322594722,Iris-virginica
+19,7.0625802751901166,3.0,5.94572898643093,2.1022474186295548,Iris-virginica
+20,6.706066363701627,3.2999206790395283,5.692716159895077,2.103730452156294,Iris-virginica
+21,4.924413602904751,2.4035587948878145,3.108512756478553,1.0146619712947544,Iris-versicolor
+22,6.283011026644455,2.3913573431437,4.4255715789580945,1.2901863620953438,Iris-versicolor
+23,6.736464196933182,3.1155879845627488,4.736312316719896,1.507748322395766,Iris-versicolor
+24,5.388585905154163,3.9,1.31451566179843,0.432001839631066,Iris-setosa
+25,6.286536108094011,2.312127508760541,4.409091233914763,1.301216819226782,Iris-versicolor
+26,6.702883959858637,3.2947715897178997,5.6886272483568545,2.113092073265363,Iris-virginica
+27,5.992178233234254,2.7157114940775755,5.064987767762128,1.5890328767920279,Iris-versicolor
+28,6.794953453691676,3.1906170561909017,5.9009815821832765,2.2875100277941827,Iris-virginica
+29,6.104723764229541,2.8055473904728125,4.728518358199546,1.189861893945608,Iris-versicolor
+30,5.984224368842317,2.8205057570894723,4.738282144791696,1.528893275928604,Iris-versicolor
+31,6.699444553281186,2.5053278206085703,5.813737829284763,1.8079317449323318,Iris-virginica
+32,6.276023373061909,2.4781108787315405,5.006672745825157,1.8665242888569138,Iris-virginica
+33,6.376882327749555,2.9294286652711845,5.533298874121844,1.8032052025758567,Iris-virginica
+34,4.8556560995047535,3.0,1.3955407891841343,0.23302485405244827,Iris-setosa
+35,6.313025323850507,2.283705062576689,4.387490962008951,1.303014788155713,Iris-versicolor
+36,6.293907567012541,3.305504229098297,4.6793678358096535,1.5981543184545213,Iris-versicolor
+37,6.799429024405896,2.80618333141456,4.788136128690367,1.41502050827917,Iris-versicolor
+38,6.841003965086692,3.206929479862205,5.7624878201359815,2.300281475478305,Iris-virginica
+39,6.808666025905093,3.101343750319011,5.134722664119722,2.317564939858016,Iris-virginica
+40,4.9295111970791785,3.0774131117505084,1.416072540364399,0.297479985168876,Iris-setosa
+41,7.189367225211311,2.8908900747180364,6.226178539738998,1.764060043737574,Iris-virginica
+42,5.139383357020923,3.7491690437875906,1.7496421428398299,0.19925475291390654,Iris-setosa
+43,6.340105806605715,2.5167853361109813,5.659005845165648,1.52006053696779,Iris-virginica
+44,5.682430667871958,3.7942102781686495,1.6746355097069145,0.2978167267866397,Iris-setosa
+45,5.542806361106876,2.5497150197069867,4.276733579108717,1.134967991778066,Iris-versicolor
+46,5.5364314968708275,2.607239889590822,4.410564107239206,1.1985257988180438,Iris-versicolor
+47,7.092923881108777,3.0,5.846715463681324,2.0757296062605324,Iris-virginica
+48,7.9,3.797607713164757,6.422412877179636,1.9903934552301286,Iris-virginica
+49,4.999855865580708,2.0000006701687547,3.4487102487625663,1.0161389652007606,Iris-versicolor
+50,5.001121993153299,3.5703719157610747,1.3908916344225166,0.2007527212877159,Iris-setosa
+51,4.5910669198224525,3.4176110684130316,1.4002229054953024,0.2973537723415537,Iris-setosa
+52,5.365867361954455,2.463596305863891,3.6671385836685046,1.020681621337824,Iris-versicolor
+53,6.02404502569059,2.775510880950605,4.2260298109275105,1.0715937152417325,Iris-versicolor
+54,4.981874341765263,3.6228048573724707,1.4004226018237347,0.20129406433293054,Iris-setosa
+55,5.3707794662985515,3.899999632240797,1.3273931663036223,0.41094809280872885,Iris-setosa
+56,5.789323454673361,2.722871324405866,4.248442494024312,1.0277639871941475,Iris-versicolor
+57,7.7039565053987005,2.7896511761575407,6.71264938370238,2.0161112399209458,Iris-virginica
+58,5.149061626257872,3.40052646588811,1.4018171294669508,0.19800418344880807,Iris-setosa
+59,5.351168304558592,3.4033421031873474,1.5927535731218627,0.3752645754115474,Iris-setosa
+60,7.198285898536438,2.884383215763912,6.220731326783715,1.7781612916416962,Iris-virginica
+61,7.708426582950802,2.601599303383904,6.899998668665886,2.3069292970055804,Iris-virginica
+62,6.676345377732755,3.0760311453659352,4.664420600470423,1.4850617325317004,Iris-versicolor
+63,5.606910455638266,3.0,4.450512332163745,1.4991274417860947,Iris-versicolor
+64,6.028552750169731,3.4045818688225187,4.488748643216196,1.6128325365161622,Iris-versicolor
+65,5.653078443552663,2.6036053172082103,4.22732791563891,1.0966523170452709,Iris-versicolor
+66,7.663927195685111,2.6114018564885852,6.899998443093433,2.30119591950952,Iris-virginica
+67,6.804966253667506,3.171522174411707,5.716301207719529,2.2168212154514886,Iris-virginica
+68,5.537988371885315,2.454278211662804,3.823633609483846,1.0805283405865704,Iris-versicolor
+69,5.726284937606978,2.7782180519386066,4.475828038288923,1.3000591888880597,Iris-versicolor
+70,7.6902174891050965,2.593877006168659,6.89999883298593,2.2937734668258023,Iris-virginica
+71,5.531836190605944,2.409777759614313,3.7655864781770925,1.0462146562550931,Iris-versicolor
+72,4.9793366133268275,2.0,3.2900991592790203,1.0194257693232807,Iris-versicolor
+73,6.058504689170617,2.8456730439663036,4.679970345623773,1.2992256687233943,Iris-versicolor
+74,7.732995418097004,2.59488253583832,6.899998737633944,2.3157910278787077,Iris-virginica
+75,4.977238915657081,2.440782845174639,2.9583669856846884,1.0466282390196568,Iris-versicolor
+76,4.4848633787276135,2.2461009034089487,1.3234531920269021,0.28692294008268854,Iris-setosa
+77,5.018088907708518,3.5542008440585877,1.3897154414162047,0.20148351414022572,Iris-setosa
+78,4.4,2.9054184014262976,1.4000777599933276,0.19766413037051866,Iris-setosa
+79,6.8280223349778515,3.183872244465446,5.757746712247545,2.2893456071534075,Iris-virginica
+80,5.096982392105049,3.812530991309463,1.5609025342696925,0.20799121733055964,Iris-setosa
+81,4.591632171849609,3.599941790493582,1.0,0.20583056372560543,Iris-setosa
+82,5.623704989035894,2.8737216706299042,3.681432601001677,1.2842016355802086,Iris-versicolor
+83,6.112728722223973,3.0,5.266816052229879,1.803497916970941,Iris-virginica
+84,5.119833560013566,3.7876319722810865,1.7527805568317145,0.20260319852327818,Iris-setosa
+85,6.021477618229891,3.348926760480303,4.5166575593571,1.5920216607632955,Iris-versicolor
+86,5.984129809272876,2.701097495513682,5.0344570572765805,1.588152542685979,Iris-versicolor
+87,4.857404179661176,3.0,1.4007506056053332,0.1,Iris-setosa
+88,4.4,2.8873293796705655,1.4052948400494845,0.2067123042672512,Iris-setosa
+89,5.9123236890224256,3.0,4.2066775537015,1.5140693406819985,Iris-versicolor
+90,6.020118945204406,2.2006903782260125,4.902942808394247,1.5014443388092313,Iris-virginica
+91,6.257417177606641,3.3987576497407943,5.602059709292024,2.3962928793435263,Iris-virginica
+92,5.520305233668252,2.573942137363558,4.279314793506849,1.1899393171498367,Iris-versicolor
+93,4.5890067488162805,3.6099627535721353,1.0,0.19425000149247762,Iris-setosa
+94,5.992072871730907,3.0,4.439842044244589,1.4941233984371798,Iris-versicolor
+95,5.045938383563023,3.4160810906601156,1.8900379056904346,0.3942592541998743,Iris-setosa
+96,6.227052126821743,2.177264863980395,4.516237262149577,1.4961046026008196,Iris-versicolor
+97,5.91794821096552,3.0,5.094845908638799,1.8201716779194954,Iris-virginica
+98,5.899589430805347,2.7797453041175713,4.6546436499047905,1.2456699193165817,Iris-versicolor
+99,7.301499578246274,2.887592371478559,6.289095672780411,1.7908956606844866,Iris-virginica
+100,4.90470604237806,3.114469770306229,1.6260993750369115,0.1,Iris-setosa
+101,5.140113468670472,3.714982103290659,1.5984742262184215,0.3378905017783506,Iris-setosa
+102,5.188863908239717,3.380877616195086,1.4018573860718204,0.19581332869246845,Iris-setosa
+103,6.054452735875117,3.341583587615329,4.526294912723087,1.5605734187253775,Iris-versicolor
+104,6.5048999193466415,3.2008888414707783,5.0925638588774085,2.0138102669164737,Iris-virginica
+105,6.780118897760299,3.0,5.505250144204758,2.0892984132561647,Iris-virginica
+106,4.400000492834662,2.889373547423095,1.365584225651272,0.20031036483145545,Iris-setosa
+107,4.998814403490607,3.611959464490542,1.3924783237150133,0.19852157677999882,Iris-setosa
+108,5.218382396365999,2.683159261606258,3.894177108968605,1.3916782160421963,Iris-versicolor
+109,6.0098760836327685,3.3661236434415387,4.523449819683836,1.5939357111929453,Iris-versicolor
+110,5.7856636203355665,2.8489440675734987,4.071741309479572,1.1704571401819823,Iris-versicolor
+111,7.40122999627959,2.8770497786924785,6.477673881807851,1.8712087448551884,Iris-virginica
+112,6.858346968511601,3.0,5.564906333432822,2.093499019588263,Iris-virginica
+113,4.669317974585273,3.4149364281516688,1.4227889190423582,0.2823675732400911,Iris-setosa
+114,4.604112007489955,3.6121059389744903,1.0,0.20516259497338052,Iris-setosa
+115,5.092733768272176,2.6088289593227687,3.690941227803599,1.3496640265067492,Iris-versicolor
+116,4.649287849938638,3.401685071004737,1.4118982713530162,0.2985281625409124,Iris-setosa
+117,4.970300089897397,3.59489287902319,1.378755976565385,0.20201004484165522,Iris-setosa
+118,6.916279598901421,3.187195829848848,5.68579632745896,2.305670908338583,Iris-virginica
+119,6.801816052927727,3.007487630633207,5.2333274079690755,2.251310038940088,Iris-virginica

iris/tab_ddpm/5_3/14/test.csv

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

iris/tab_ddpm/5_3/14/train.csv

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

iris/tab_ddpm/5_3/14/val.csv

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

iris/tab_ddpm/5_3/15/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.664759077374417,2.7483230936402148,4.485218800414576,1.281090882755887,Iris-versicolor
+1,5.679923394610639,2.8707822755747068,4.032976764535012,1.2836525235710128,Iris-versicolor
+2,5.781759086889256,2.8217839428464098,4.5060736159314745,1.3092950334080236,Iris-versicolor
+3,5.005585805945007,2.0,3.55457513305193,0.8987080867929216,Iris-versicolor
+4,4.4,2.880904643591796,1.3830384406943714,0.20111151589711412,Iris-setosa
+5,5.551552843063747,2.6665265034916343,4.464204541498914,1.2549878744375038,Iris-versicolor
+6,5.936902435997222,2.9624390536791223,4.456894164787936,1.5016594345922234,Iris-versicolor
+7,6.167347059818887,2.196891483873474,4.4874890701629875,1.5044282430398264,Iris-versicolor
+8,6.850049694340761,3.065275282983872,5.192322682895342,2.2498874509889677,Iris-virginica
+9,7.696881338192283,2.5922072513446133,6.9,2.300423541808845,Iris-virginica
+10,5.64713871877412,3.0,4.506022850772289,1.5098490328299268,Iris-versicolor
+11,6.478470182222914,3.0,5.429237190030503,1.805748409085293,Iris-virginica
+12,4.8840814877325665,3.0908154633080795,1.4901637388634497,0.1,Iris-setosa
+13,7.160248774278879,3.0,6.130957006266626,2.1099922507007762,Iris-virginica
+14,7.344548327375289,2.8819996563403616,6.401452726969827,1.81768598105233,Iris-virginica
+15,5.00332177604337,3.6146653520211016,1.3811256474648106,0.2045435255434665,Iris-setosa
+16,4.996433533327586,2.0000004574444477,3.3771257245045443,0.9082347493923926,Iris-versicolor
+17,5.630616939982799,2.8702897699357623,3.577456275259761,1.301853246892128,Iris-versicolor
+18,6.161085113428675,2.593753996480696,5.604001899332867,1.414707054748333,Iris-virginica
+19,4.82856034869268,3.0,1.4028567955342708,0.100000099466807,Iris-setosa
+20,5.676397349228749,3.80165530283979,1.8731798467376275,0.3697308833109324,Iris-setosa
+21,5.990557093688818,2.7179759479993364,5.052403110527459,1.594826450332188,Iris-versicolor
+22,6.322652340024794,2.307587088395651,4.371088970514677,1.3028563330371838,Iris-versicolor
+23,6.70358879629914,3.09365743569672,4.710621840657744,1.507134563758135,Iris-versicolor
+24,5.942058061827392,2.650208962589079,5.279386572143751,1.809918769523574,Iris-virginica
+25,5.55447395082766,2.413104516999732,3.709502031099333,1.071898727080464,Iris-versicolor
+26,4.785387186592871,3.3973200317322436,1.6336214744593796,0.19434558008493819,Iris-setosa
+27,5.783206822044208,3.0,4.562067563818541,1.5039757885004583,Iris-versicolor
+28,6.708643884650201,3.275372131510026,5.696534018926776,2.499999566048909,Iris-virginica
+29,5.594888184008915,3.0,4.412640099087608,1.5088893088739024,Iris-versicolor
+30,6.7990429399841865,2.804895771874294,4.799488614545058,1.3971302217406358,Iris-versicolor
+31,4.5030928022889585,2.308766237497172,1.3157053465354156,0.3248504119469022,Iris-setosa
+32,5.095210534692274,3.8142615859634357,1.496336562581603,0.20086801833157916,Iris-setosa
+33,4.8943537291837735,3.1002277298788927,1.4957519435541395,0.10000014277712957,Iris-setosa
+34,6.68075173770545,2.4723742207019357,5.77584225885477,1.8135316500845486,Iris-virginica
+35,4.596463606354339,3.607135703707186,1.0000004871876826,0.19744905355722925,Iris-setosa
+36,5.091764969057319,3.5012917744822225,1.380770232353963,0.19932345928514583,Iris-setosa
+37,7.374915545169098,3.0,6.331109666763656,2.062259112233642,Iris-virginica
+38,5.177795407825418,2.6874004933485165,3.920295969888629,1.4141570027243517,Iris-versicolor
+39,7.14364915464343,2.920650778895906,6.075688566458854,1.8251193081128758,Iris-virginica
+40,4.8996033919721365,3.0,1.381569075722333,0.20310237114268692,Iris-setosa
+41,4.986393568405099,2.0,3.619792317147866,0.9962625398822218,Iris-versicolor
+42,6.196974324107281,3.2823498653713186,4.654524500150598,1.5639480880443857,Iris-versicolor
+43,7.714711504284571,2.6166231470074686,6.899998935579946,2.3009124057152133,Iris-virginica
+44,6.700497927694456,2.5144554339808933,5.8668317409742805,1.815923188984197,Iris-virginica
+45,6.876496626334666,3.1778265652361344,5.658024790172579,2.299848451718383,Iris-virginica
+46,6.292189841839821,2.8416254913778185,4.263016728361611,1.24653581397979,Iris-versicolor
+47,6.302741747835879,3.400755758283774,5.616576174423746,2.402892901252427,Iris-virginica
+48,6.298386849339394,3.2389260530029826,4.690764139359542,1.5605664270070432,Iris-versicolor
+49,4.990459291421623,2.0,3.4736151955789834,0.9101161904827142,Iris-versicolor
+50,7.67951603858619,2.6174844809254783,6.899998961288875,2.3012983371529403,Iris-virginica
+51,4.963893038810428,2.441432470486928,3.3606769952743294,1.0655952707880783,Iris-versicolor
+52,5.223144035647561,3.4076541141382104,1.3889426220003949,0.1993961942569078,Iris-setosa
+53,7.700449478618031,2.600366809591042,6.9,2.3042589347191753,Iris-virginica
+54,5.383695486720153,3.9,1.2769083821624805,0.37439551601051246,Iris-setosa
+55,4.637949677956018,3.4076218695022806,1.4016375486151138,0.2984260817477868,Iris-setosa
+56,6.468088777103615,3.030045139188646,4.5618141389425535,1.4506032537265485,Iris-versicolor
+57,5.4093359514773285,3.388169063274837,1.7277265964785058,0.1999715990153093,Iris-setosa
+58,6.1709298120404545,2.236056576480509,4.507882390027406,1.4762651763107653,Iris-versicolor
+59,6.90296759839285,3.180190156919724,5.596639187017079,2.3048337531981513,Iris-virginica
+60,6.201750342040177,2.23031765655976,4.471131601160177,1.453075947709268,Iris-versicolor
+61,4.8017904498285695,3.4029494762986965,1.6549886753029548,0.20268251289350211,Iris-setosa
+62,6.3417767028198275,2.993083120687784,5.55679978084133,1.8063226928482883,Iris-virginica
+63,6.800964377145289,3.192168208411977,5.755777345957754,2.2788005461929997,Iris-virginica
+64,5.839260781112476,2.6823679277282206,5.17660818434648,1.8909218985283245,Iris-virginica
+65,6.003619940836093,2.793877473820439,5.332883054313329,1.825749412016651,Iris-virginica
+66,7.664466619305539,3.0,6.653262653586495,2.08042215055741,Iris-virginica
+67,6.3347873502540555,3.0633605688195598,5.117999527060307,1.924633231149797,Iris-virginica
+68,5.430414666493957,3.3838670557068995,1.8206024426274656,0.19781931334828223,Iris-setosa
+69,5.888176851472072,3.0,4.231766315704384,1.4954640342274415,Iris-versicolor
+70,6.032576640147166,3.0,4.496190099885051,1.3842173233217456,Iris-versicolor
+71,6.0231432409079195,2.6953858539583755,5.133333872275205,1.595556096524906,Iris-versicolor
+72,6.802705767749188,3.213464857947578,5.776328103637912,2.263886827311618,Iris-virginica
+73,6.184133788419656,2.201383690098431,4.481861559429132,1.4925420151795261,Iris-versicolor
+74,7.705711362598279,2.6068478135360538,6.8999984283460645,2.3081605238036396,Iris-virginica
+75,6.721246490707696,3.3128727328666763,5.685402698785293,2.5,Iris-virginica
+76,4.4,3.2222818905602253,1.2946898078201188,0.20694274803658685,Iris-setosa
+77,5.869377435598819,3.079018716196492,4.400051740075593,1.5061288249022333,Iris-versicolor
+78,7.626714405586974,2.79870916721258,6.65236050239973,1.9972994021451347,Iris-virginica
+79,6.681954976052976,3.070404779910288,4.615470317517088,1.498932836067368,Iris-versicolor
+80,6.605766513865762,3.0,4.4076243305027765,1.4033830616130176,Iris-versicolor
+81,6.71346541689213,2.4947816106971175,5.829446254972649,1.808050323635697,Iris-virginica
+82,6.785180294703302,3.0,5.477510719084924,2.093433089971673,Iris-virginica
+83,6.20999443626557,2.1836400447604656,4.460856345552151,1.4974650482357237,Iris-versicolor
+84,5.597191953587485,3.0,4.503169532787288,1.4919831147632068,Iris-versicolor
+85,6.337727778579093,3.3850361025163433,5.615486622880945,2.3878326868900723,Iris-virginica
+86,6.707818989709502,3.288000105289655,5.693491779073799,2.11482575045725,Iris-virginica
+87,5.366694559143009,3.8999995132020993,1.272307798570792,0.3529239803907605,Iris-setosa
+88,7.374616017678461,2.891948607489229,6.366633036237602,1.822178643609941,Iris-virginica
+89,6.003607481890614,2.7056928792074952,5.056838554885093,1.5845039938664989,Iris-versicolor
+90,4.999683886953829,2.0000005053830745,3.4241737774171748,0.9731043727751298,Iris-versicolor
+91,6.514373167860963,3.0,5.79372813873469,2.1773415002526444,Iris-virginica
+92,5.718598109723308,3.802103735943972,1.6543579080705502,0.30115880172876763,Iris-setosa
+93,7.6919552216709945,2.627577904494411,6.899998396310075,2.3210251809412976,Iris-virginica
+94,4.6039345079299645,3.6272128804046293,1.000000579967746,0.20157613600147942,Iris-setosa
+95,5.405685138266545,3.899999640343391,1.309198161683342,0.3525498159234218,Iris-setosa
+96,5.0413150734529655,3.530693592119146,1.3875532226711305,0.20628122987899344,Iris-setosa
+97,6.208528850474501,2.245445110924805,4.520835558557025,1.4913158292079955,Iris-versicolor
+98,5.41139825224997,3.9,1.2965784804507694,0.43234629592408225,Iris-setosa
+99,4.611250127808268,3.364279116931239,1.4084012937627677,0.3099641709102712,Iris-setosa
+100,6.825930954713161,3.0,5.529346513179407,2.096021616345385,Iris-virginica
+101,5.81834981981907,2.7137841122480144,4.096369797069437,1.0252432005787204,Iris-versicolor
+102,5.02189259125272,2.0,3.5240675083436934,0.9284527493412418,Iris-versicolor
+103,5.687025463922787,2.9242913124138297,4.434544338087972,1.3784931919762997,Iris-versicolor
+104,5.390143302340274,3.899999559847271,1.2930627475186187,0.33749728416388314,Iris-setosa
+105,6.012991672150494,2.7001298898138315,5.129866225618678,1.6119272784391845,Iris-versicolor
+106,6.797348804319636,3.1849642859976,5.796904832232279,2.3022153085931327,Iris-virginica
+107,4.58373368043629,3.640507288047829,1.0,0.20350241557692345,Iris-setosa
+108,6.304454138606837,2.314401695483704,4.413538158943313,1.3095668384978414,Iris-versicolor
+109,6.835592676749988,3.188781473870812,5.711426754544332,2.3003183707203028,Iris-virginica
+110,6.338381545681171,2.8362146972290945,4.269300284182588,1.2472157469210094,Iris-versicolor
+111,6.301676530719904,3.398242107348606,5.589637126571273,2.396634906582184,Iris-virginica
+112,6.212913810549276,2.3155300823590723,4.71039900404198,1.5092442618169295,Iris-versicolor
+113,6.067749173109433,3.3984892869106607,4.558288601132186,1.6155985539101734,Iris-versicolor
+114,5.5676078266341005,2.523984588388073,4.246844719098333,1.0764106736705548,Iris-versicolor
+115,5.46690355879007,2.364105600406318,3.6340114078228267,0.9179919559656249,Iris-versicolor
+116,7.719711581870079,2.572525841637324,6.9,2.3136921237989383,Iris-virginica
+117,6.105751885458057,2.593990122204476,5.619739708286032,1.4040225411165175,Iris-virginica
+118,5.048052048465554,3.410129910616278,1.6167721058796027,0.4567279028797197,Iris-setosa
+119,4.498652785870823,2.3214484247086737,1.3148257217663417,0.29939815463294744,Iris-setosa

iris/tab_ddpm/5_3/15/test.csv

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

iris/tab_ddpm/5_3/15/train.csv

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

iris/tab_ddpm/5_3/15/val.csv

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

iris/tab_ddpm/5_3/16/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.894227760622044,3.0,1.3790084576337758,0.19179546876175774,Iris-setosa
+1,5.635578884392168,3.0,4.47992101065618,1.5068660405962435,Iris-versicolor
+2,6.806050707195175,3.205091727273402,5.788179090282771,2.3016432742736535,Iris-virginica
+3,5.9706921445938095,3.0,4.232601657126365,1.4819708275756787,Iris-versicolor
+4,6.69944403574866,3.237474633614239,5.716728680915009,2.137119945620205,Iris-virginica
+5,6.081927969667961,2.60191303693174,5.6078105630455335,1.4017800016180655,Iris-virginica
+6,6.675527729662214,3.103397800707839,4.710175195133858,1.498051526528472,Iris-versicolor
+7,5.478481977326859,2.396322717007838,3.7451443896760988,1.0376522541019915,Iris-versicolor
+8,4.606609062088575,3.410224454517784,1.3931225256810795,0.4018520205722764,Iris-setosa
+9,5.401461702552487,3.3940423123034664,1.498508361572109,0.20287553911547362,Iris-setosa
+10,4.966567509163721,2.439666324814158,2.973573313515548,1.0172697846855425,Iris-versicolor
+11,7.9,3.799567724861034,6.376983334720629,1.9821230753657573,Iris-virginica
+12,7.700158142942859,2.6216375874571063,6.8999982986102015,2.301588058511225,Iris-virginica
+13,5.614864685315012,3.0,4.479010459422037,1.4902142836377923,Iris-versicolor
+14,4.952788736656,2.4109748955591797,3.1211210173560975,0.9914801052819693,Iris-versicolor
+15,5.12714437224833,3.497835998209506,1.4017213474717114,0.1987729537913155,Iris-setosa
+16,5.612171552817335,2.9084962560533647,3.6232969362589453,1.2844338064925411,Iris-versicolor
+17,6.399697724516685,2.975614743340619,5.5570290050959485,1.7863471714718786,Iris-virginica
+18,5.7888510514037135,2.708963743533498,4.14358520955189,1.0431584564465575,Iris-versicolor
+19,4.4,3.0,1.3310171508162236,0.1948865651918612,Iris-setosa
+20,6.202615004856155,2.2064520418712363,4.440017513504807,1.49685921401012,Iris-versicolor
+21,4.942751176824877,2.433348736345719,3.327541206242741,1.0101287318458507,Iris-versicolor
+22,5.118280028606182,3.4008829952367403,1.498781042710997,0.4116384485608525,Iris-setosa
+23,6.29267859148226,2.8940670218849953,5.61071528329883,1.7941648464633746,Iris-virginica
+24,5.3182500696619615,3.716728169836384,1.4960242894016167,0.20354447934231965,Iris-setosa
+25,6.290347790918089,2.506869697805362,4.822691787014985,1.499136941690476,Iris-versicolor
+26,5.41991422494797,3.9,1.2898141361292774,0.38412410761469096,Iris-setosa
+27,6.475997162537627,2.94912297892951,4.306515560785224,1.3214260814822578,Iris-versicolor
+28,5.455754513855621,3.8999995654472093,1.2924417325156294,0.2969585508790664,Iris-setosa
+29,6.685880402125006,3.2428980973784856,5.702760601830586,2.128420259967785,Iris-virginica
+30,5.93813385056874,3.0,5.107053320385744,1.8411234272154562,Iris-virginica
+31,4.830677696832097,3.42525002455486,1.6355988011542948,0.21226740164625935,Iris-setosa
+32,4.400000479370769,2.9213595231501164,1.3859719489653677,0.2004997670741806,Iris-setosa
+33,6.784776696060581,3.1913104663804375,5.792444224216173,2.2761508626168836,Iris-virginica
+34,6.462565839241754,3.0,5.44688644303756,1.7996987035042897,Iris-virginica
+35,5.521441279580634,2.6177092566820295,4.383943327745117,1.1871742792224063,Iris-versicolor
+36,6.302201286864536,2.9039260255708217,5.580011838315704,1.768752365835079,Iris-virginica
+37,4.587466590129684,3.6052462249922503,1.0,0.19836039656996524,Iris-setosa
+38,4.7737214910708365,3.0,1.3848101523033396,0.10000009239746284,Iris-setosa
+39,5.11503388497288,2.455952060733695,3.3843176041090297,1.1161809890902679,Iris-versicolor
+40,5.242192478764928,2.5007911587069804,3.4901820398089893,1.1139080797908216,Iris-versicolor
+41,5.620831118217889,2.8876178635910366,3.6399085725986184,1.2979091705552175,Iris-versicolor
+42,6.514329063406363,3.0,5.785860746241762,2.1979660968470918,Iris-virginica
+43,6.308423596423031,3.3838832258251768,5.604488581970699,2.3971775626142366,Iris-virginica
+44,7.9,3.775551267729202,6.417119137384059,2.030629163660869,Iris-virginica
+45,6.194000801851347,3.1960429301137645,4.64585069391002,1.512629722964025,Iris-versicolor
+46,7.899998759748817,3.7956041494705217,6.477274673666717,1.9862278051342144,Iris-virginica
+47,4.659690247968436,3.408652488322477,1.4222653299226162,0.2951248972839094,Iris-setosa
+48,5.52243538439905,2.4253211377613524,3.79281038390405,1.0424298469128876,Iris-versicolor
+49,5.4169338542945615,3.3913547544768536,1.5284430898830028,0.41071365034977425,Iris-setosa
+50,7.657707188461959,2.81596484324421,6.6929288447481525,1.9747214465539518,Iris-virginica
+51,5.891038163796551,2.659482376226973,5.064592615786994,1.8705022327993426,Iris-virginica
+52,4.813293054478807,3.394709286137684,1.4972950738294089,0.19814724658400917,Iris-setosa
+53,6.307578834547617,2.9311882158383415,5.581119406077827,1.790064867109421,Iris-virginica
+54,5.6038471170140856,2.5240017222558273,3.9066813284735136,1.0870846604391318,Iris-versicolor
+55,6.463937281241096,3.2038741931957078,4.772833218797612,1.570868770267014,Iris-versicolor
+56,6.0907249314739795,2.801523917607705,4.656779757274957,1.2382289548593053,Iris-versicolor
+57,5.962052580339507,3.415677130020839,4.515215765172121,1.5764530980320812,Iris-versicolor
+58,7.625009069445868,3.0,6.613131461958506,2.0906683610299512,Iris-virginica
+59,5.874464861582864,3.0,5.126557070426453,1.800137354537271,Iris-virginica
+60,6.802672066134492,3.0,5.526400286080209,2.0895444012103934,Iris-virginica
+61,5.471666241020673,2.410964146466365,3.67684520052906,1.0077533501752212,Iris-versicolor
+62,6.469597541717525,3.0613989256862784,5.224036330575226,1.9008652894318712,Iris-virginica
+63,5.8411179750514,2.733187850312762,5.156457186608102,1.8587018783104567,Iris-virginica
+64,6.489472302408923,3.1854180968734047,5.080455038589475,2.0339742823366067,Iris-virginica
+65,6.2020863491704645,2.235737958247322,4.505884126251667,1.4264461328272022,Iris-versicolor
+66,5.116920049648206,3.4886293813256084,1.3955730085258247,0.1985543347128747,Iris-setosa
+67,6.268450039117734,3.303205018899552,4.677105232912996,1.5575121467608093,Iris-versicolor
+68,6.5350926727723575,3.072351412471785,5.2510060306439765,1.8923291162362537,Iris-virginica
+69,7.178430030557351,2.885988605009323,6.2467877634758,1.7663805819799394,Iris-virginica
+70,4.8974336258635365,3.40885196515633,1.4829609210030439,0.2082970515329325,Iris-setosa
+71,6.20855889468309,3.413291944845617,5.627808237443263,2.4012199427681016,Iris-virginica
+72,5.132600149709517,3.7824179130650966,1.7946157276069679,0.1998580328550115,Iris-setosa
+73,6.173397406555523,2.2523915853835548,4.432334414496171,1.424696526980783,Iris-versicolor
+74,5.566413595782034,2.4685189073720486,3.9047567908034355,1.0968093845515083,Iris-versicolor
+75,5.297945048892307,3.4999867392462454,1.4952953167667045,0.20360280264231184,Iris-setosa
+76,6.9133525290294635,3.186013137268128,5.840891945884573,2.291145499001459,Iris-virginica
+77,5.370105048151918,3.6795258529762593,1.5408254753909476,0.20738688740827585,Iris-setosa
+78,6.890763057513826,3.0,5.653119301671136,2.145483285109644,Iris-virginica
+79,5.907202851949789,3.0,5.036452783924494,1.7477516693318442,Iris-virginica
+80,4.909831454354872,2.4227205814787904,3.1938107686576678,1.0038632648604258,Iris-versicolor
+81,6.770473120009843,2.818204838857399,4.767991166984377,1.4142773441314234,Iris-versicolor
+82,7.9,3.817618117809668,6.351336591147054,2.001854465820213,Iris-virginica
+83,5.173339071338729,3.3692794328935607,1.3997470504510385,0.1997689985490393,Iris-setosa
+84,5.43906780960455,3.9,1.2930744685330107,0.45335714548858586,Iris-setosa
+85,6.076885698365798,2.798799319212095,4.6689104770694945,1.1832714969742812,Iris-versicolor
+86,5.888433708357195,2.861480585398796,4.559831976688096,1.3015913105858978,Iris-versicolor
+87,5.422509330018956,3.4031927598654756,1.6050954561793025,0.38583607535348957,Iris-setosa
+88,6.281143444776296,2.8972332828918845,5.598936227470487,1.8294165086669032,Iris-virginica
+89,5.49581986581085,3.8999995676197514,1.3033304832964723,0.44897102027013314,Iris-setosa
+90,6.619164672224574,3.0,4.410225925242734,1.3985619566903997,Iris-versicolor
+91,4.770312486661272,3.0,1.379231477036368,0.29978092906705417,Iris-setosa
+92,5.369741597679065,3.9,1.302087132191031,0.3328338338599819,Iris-setosa
+93,5.635581915999768,2.9626337847321804,4.209049058943973,1.2818984418116783,Iris-versicolor
+94,6.816736670376365,3.1916247844806187,5.88584123310208,2.3013083760353523,Iris-virginica
+95,5.975431045403305,3.413782537802728,4.526166561339888,1.6400336044377568,Iris-versicolor
+96,7.254168610557982,2.8695197829295487,6.2508534094110955,1.7819803562642564,Iris-virginica
+97,4.990404444450717,2.0,3.4618343481712888,1.007078529435217,Iris-versicolor
+98,5.61519331767376,2.4641193577846967,3.8819110462232764,1.005282690386532,Iris-versicolor
+99,4.815749100593547,3.0,1.3960319582154128,0.10000009526850427,Iris-setosa
+100,5.8095022114430295,2.6822024132542266,5.07491900080541,1.8908416807892792,Iris-virginica
+101,5.571341834531093,2.5530977781660495,4.254642356296526,1.138859377434009,Iris-versicolor
+102,6.2866508002398795,2.2842102822609194,4.402912899695553,1.2725806492141463,Iris-versicolor
+103,5.393072257397444,3.3993818885911073,1.7340495171776096,0.20776219914320793,Iris-setosa
+104,5.428140215671985,3.395274940424331,1.4998488354554336,0.19520726046611503,Iris-setosa
+105,6.698999429000763,3.093269956661373,4.6525200951497245,1.4897261872592282,Iris-versicolor
+106,6.059061673869703,2.8122620901713913,4.680436060868104,1.1481976574377042,Iris-versicolor
+107,5.868469621073482,3.0,4.314001166217842,1.4781693799992441,Iris-versicolor
+108,6.548110665047186,3.0,4.352122097364289,1.3728740927017766,Iris-versicolor
+109,6.113162771216498,2.7936767834346625,4.716894147368741,1.2222325589324354,Iris-versicolor
+110,6.380650899977899,2.9732587685061906,5.567092593966558,1.8144358276776238,Iris-virginica
+111,5.56280267285685,2.716277814506878,4.4590561976729415,1.2825632171138333,Iris-versicolor
+112,6.684353379348101,3.299853917922956,5.706547382915715,2.5,Iris-virginica
+113,6.252909832119646,3.408335938895977,5.626606765739249,2.406153759686826,Iris-virginica
+114,4.4,2.888468349781116,1.4027392495096433,0.1942772703221443,Iris-setosa
+115,5.111181354458335,3.693433741845579,1.681704668385524,0.4226696012308583,Iris-setosa
+116,5.363601868678936,2.6701567619144293,4.301926518780139,1.330497092905801,Iris-versicolor
+117,6.813742646364881,3.2028241036326177,5.808254051472988,2.294605856647124,Iris-virginica
+118,5.176028415187665,2.703606390574328,3.815213405776205,1.3951337545733418,Iris-versicolor
+119,6.486458524404052,3.0,4.345929643926351,1.3809849093754012,Iris-versicolor

iris/tab_ddpm/5_3/16/test.csv

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

iris/tab_ddpm/5_3/16/train.csv

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

iris/tab_ddpm/5_3/16/val.csv

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

iris/tab_ddpm/5_3/17/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.081195854091182,2.505869902863654,3.1251929179818223,1.1023748958374373,Iris-versicolor
+1,6.638841672671012,3.0391119454491995,4.6151049902530445,1.4568921253927944,Iris-versicolor
+2,5.149947192912763,3.5679130678517055,1.4907533378751125,0.3653237811699196,Iris-setosa
+3,5.331520521890187,3.6491228655235872,1.4925989782446654,0.20511362082002388,Iris-setosa
+4,6.853762398702524,3.2030518158346744,5.736395946668303,2.307418076752043,Iris-virginica
+5,4.597148651997428,3.605979376910324,1.000000638985683,0.1995132246200355,Iris-setosa
+6,5.515160351871111,2.4207302536922994,3.664368890235774,1.010239632935229,Iris-versicolor
+7,6.234449998256865,2.9014426141086935,5.5902615513455975,1.8117326230016806,Iris-virginica
+8,5.002936143141281,3.3949868735969724,1.5731485595332435,0.38284346566188854,Iris-setosa
+9,7.277911093052951,2.8886496942638438,6.284193681492856,1.7863550601266878,Iris-virginica
+10,6.112839082738747,2.6023527756578835,5.607921534327082,1.3979944948205976,Iris-virginica
+11,6.978322256111031,2.972993980854508,5.872072260667942,1.9782092077856477,Iris-virginica
+12,6.355754547589239,3.1140352117666437,4.693716104973913,1.487630289049459,Iris-versicolor
+13,5.93360600969005,3.0,5.102566566590769,1.775339203265731,Iris-virginica
+14,6.798262603558387,3.085947429290193,5.69414388726375,2.1997253154436955,Iris-virginica
+15,4.4,2.9137168245492253,1.3916958364573562,0.20111631589527507,Iris-setosa
+16,6.233992768639447,2.491625913008611,5.057841732360902,1.8950255562815448,Iris-virginica
+17,6.4879532449320285,3.0,5.795223551419643,2.2180424997593104,Iris-virginica
+18,5.416480615129553,3.9,1.3100567318797043,0.45758188802873623,Iris-setosa
+19,5.212829254183063,2.708081469838628,3.8980854882885128,1.4011299130123038,Iris-versicolor
+20,7.9,3.8165554609960153,6.339007010661547,2.007969859140761,Iris-virginica
+21,6.707523470857128,3.3139756701766334,5.702189275579903,2.4999996133487823,Iris-virginica
+22,5.090354047557237,3.6927283538216535,1.4973417954027988,0.4325738497072795,Iris-setosa
+23,4.594637535950858,3.619560859151913,1.0000003732608644,0.20037688014992777,Iris-setosa
+24,5.664760862616466,3.7883318560969523,1.6840368323748993,0.3126232104121227,Iris-setosa
+25,6.443399690917314,3.0,5.711723384734819,2.0175374534942305,Iris-virginica
+26,5.010193084516729,3.580483204903712,1.403127787393731,0.20410336473351295,Iris-setosa
+27,5.175485079358053,3.467353889951769,1.4138982730590117,0.20023087786810123,Iris-setosa
+28,5.988269562953675,3.3885459566189438,4.474391754028289,1.5490907264339098,Iris-versicolor
+29,5.68302568297334,2.7587406583105714,4.514332081041971,1.296078830753086,Iris-versicolor
+30,5.410965474365475,3.4079590283170327,1.5663746493130966,0.36773408108213773,Iris-setosa
+31,5.954789486086237,2.695135447599655,5.1261259064704765,1.5825393530698497,Iris-versicolor
+32,5.14508699264161,3.482664200520489,1.402818464263698,0.20368341393151723,Iris-setosa
+33,5.673554400866427,2.950232933078341,3.806283879686566,1.3316770097204027,Iris-versicolor
+34,5.003751543640646,3.1622252513134663,1.401469091589741,0.19748061141758105,Iris-setosa
+35,5.613199951621142,3.0,4.53199055437002,1.4971538698527833,Iris-versicolor
+36,5.31559745730669,3.698955724179898,1.4964156577560155,0.1972380491729519,Iris-setosa
+37,6.693176963172607,3.1102140174937007,4.676210430019595,1.5036276238091593,Iris-versicolor
+38,6.1412049085741245,3.1221552855835024,4.492948688920645,1.4793775778073694,Iris-versicolor
+39,6.0022420021338,2.732725629937687,5.069885849156457,1.5786622438823543,Iris-versicolor
+40,6.9315375598589535,3.1518702214962326,5.764025251305092,2.2605476899576975,Iris-virginica
+41,5.006867945061503,3.381413823007261,1.6243239933452325,0.37079603865750876,Iris-setosa
+42,7.739805410459341,2.577233823582828,6.9,2.326383000437241,Iris-virginica
+43,5.266932930148405,3.722072863987513,1.4968117330284534,0.20261118265299236,Iris-setosa
+44,5.391815179173569,3.403224025018289,1.4984104313871294,0.2475043607137954,Iris-setosa
+45,7.693995058728102,2.5967875613695774,6.9,2.283622832608038,Iris-virginica
+46,4.4,3.215398953900459,1.2700092372758967,0.1999104020622574,Iris-setosa
+47,5.674349318038126,2.568112808118144,4.235751523934107,1.1442690810802485,Iris-versicolor
+48,4.891269637738639,3.0832484784566696,1.5417403190668446,0.1,Iris-setosa
+49,4.597303689725093,3.5905026142096674,1.000000417578409,0.20005988067141076,Iris-setosa
+50,6.340367343080697,3.2261081978066155,4.661109179889914,1.5612551334534075,Iris-versicolor
+51,5.984369086204848,2.2002245563686724,4.964187633862492,1.5027224546511746,Iris-virginica
+52,4.935041814487905,2.4380857800988327,3.1866090895049917,1.024032856404978,Iris-versicolor
+53,5.78918120753672,2.675160427175978,3.9495012661904516,0.8779834090408627,Iris-versicolor
+54,5.3956837544415155,3.9,1.3191515545160102,0.3564120865063144,Iris-setosa
+55,5.937442615525526,2.916649885456218,4.519670301620823,1.3530784630784463,Iris-versicolor
+56,4.622135299440868,3.602021654341282,1.0000004254471424,0.20932135777479183,Iris-setosa
+57,5.121650327813266,3.782992475873642,1.644330323098714,0.19918739319296985,Iris-setosa
+58,5.641910907703111,3.0,4.205746659964003,1.3081955531302503,Iris-versicolor
+59,6.014133305702373,2.759856641797719,4.8989493478901736,1.5775155082127574,Iris-versicolor
+60,6.218572343070829,3.0369377527859287,4.6187113290916155,1.4690044172737335,Iris-versicolor
+61,5.967171495160793,2.829982705780249,4.493196833543246,1.2241641377339885,Iris-versicolor
+62,5.188454833967253,2.69029035233193,3.836588263280941,1.3655005555895323,Iris-versicolor
+63,6.622983337799678,3.0,4.494698637940579,1.4466155609746711,Iris-versicolor
+64,4.4970423951170915,2.330348297181097,1.2929845741547346,0.35160359291691623,Iris-setosa
+65,5.412978018650021,3.396467085787595,1.5917756998202632,0.2653472066022657,Iris-setosa
+66,6.2697339954826905,2.26073675334334,4.383214865990745,1.320019343623972,Iris-versicolor
+67,4.597681806410437,3.617405998688707,1.0000004337522808,0.19766221252935773,Iris-setosa
+68,7.682527561772845,2.631927029269673,6.899998023543009,2.2945413185728136,Iris-virginica
+69,4.5965770456057795,3.409816537104088,1.4013656772665593,0.38642662381925497,Iris-setosa
+70,6.873352570133424,3.099874274612784,5.130560498872595,2.2932329243704705,Iris-virginica
+71,5.310487334567391,3.718922863804254,1.498772615937646,0.20547228305056628,Iris-setosa
+72,6.687920848664571,3.2694586736382547,5.724517793023732,2.1080207284518577,Iris-virginica
+73,5.914303559021995,3.261011074328165,4.478536067855911,1.5144840187009991,Iris-versicolor
+74,5.001905917465765,2.0,3.49792059044791,1.0019642984785775,Iris-versicolor
+75,5.018515104424806,2.000000720649694,3.5153843354319516,0.85758777219285,Iris-versicolor
+76,4.84383093451465,3.0,1.397063363873686,0.287172412519485,Iris-setosa
+77,4.908432872570747,3.0,1.3972955699425271,0.19912048322563342,Iris-setosa
+78,6.095796125872845,2.6107801822182326,5.598232979990455,1.3910128575148195,Iris-virginica
+79,5.611665612833388,2.9050075026003865,3.641154358264423,1.3044933656185964,Iris-versicolor
+80,7.3108525786383955,2.907303450171528,6.256463494357369,1.7952061185889328,Iris-virginica
+81,5.231449983014938,2.7421795384760483,3.986692373486445,1.418446881615391,Iris-versicolor
+82,5.947533498454022,2.1845129302680983,4.9730291770824175,1.4907866067855555,Iris-virginica
+83,5.875014591914644,3.0,4.221619440971926,1.495532245270946,Iris-versicolor
+84,5.388600411756046,3.3909283585898224,1.5898811772966126,0.19813059186779397,Iris-setosa
+85,6.05613765489579,2.5745569957646786,5.617393338434794,1.428716102199272,Iris-virginica
+86,5.594254250631976,2.9065785133895745,3.6541739981772583,1.3076872320834,Iris-versicolor
+87,5.982724581201377,2.74526631150398,5.037517143701178,1.5968972624493991,Iris-versicolor
+88,6.9332180112276705,3.0412603980582533,5.9027499977615605,2.197563623531821,Iris-virginica
+89,7.715510978447185,2.7993181813105927,6.709613045906985,1.9928136246866128,Iris-virginica
+90,4.668818854452127,3.4168687975580117,1.4340375024644054,0.2519421753113714,Iris-setosa
+91,4.841544585724581,3.392044391343158,1.5125542575081579,0.19917661852816215,Iris-setosa
+92,5.6680377391405825,2.8690315767865777,3.9894378568489577,1.2793155045836406,Iris-versicolor
+93,6.818671265227616,3.0590496860369982,5.1332049452230235,2.2689477367881357,Iris-virginica
+94,5.37146192819477,3.401777728088718,1.4954549806699846,0.36907897744726426,Iris-setosa
+95,5.140038201915198,3.772713170672154,1.4911270798460414,0.20266049562877078,Iris-setosa
+96,6.467026274386521,2.9760829102964137,5.531433138207594,1.7867197251064526,Iris-virginica
+97,6.164141882371723,2.7958365197362633,4.285775255131307,1.1680187464793783,Iris-versicolor
+98,4.9884860736552,2.0,3.479133650949935,1.0036138426670034,Iris-versicolor
+99,6.664433891390274,2.46480968044833,5.768044850438332,1.8035698905541344,Iris-virginica
+100,5.8928427726404085,3.0,5.152643120512966,1.813450297467063,Iris-virginica
+101,6.126578883724607,2.60780587105799,5.611476485480413,1.4005182444320754,Iris-virginica
+102,5.407800963275511,3.899999365422079,1.298611757838522,0.40337038121029833,Iris-setosa
+103,7.7207416038492855,2.779754726792032,6.715445766613737,2.0045299314901195,Iris-virginica
+104,6.927795791896813,3.09861660529878,5.1827771587638445,2.2981083655657764,Iris-virginica
+105,6.877097088035692,3.106142722442846,5.068076093099423,2.3045628349280887,Iris-virginica
+106,5.61940124587834,3.0,4.531410198128494,1.5051797691756859,Iris-versicolor
+107,7.899998882581242,3.798951257323153,6.4093579138411485,2.0225888286524545,Iris-virginica
+108,5.723099630899618,2.9595466565473645,4.408714275279735,1.332660309509038,Iris-versicolor
+109,4.910722259480416,2.376530960658782,3.3089506481754,1.0176162876016754,Iris-versicolor
+110,5.983485789433621,2.180195605633168,4.988247417197459,1.5015070074562418,Iris-virginica
+111,4.5809906690939295,3.618020850440225,1.0000003979305472,0.19862984125518807,Iris-setosa
+112,6.804219351245493,3.2026274327656683,5.747177717439557,2.3001628638731666,Iris-virginica
+113,5.602985093732964,3.0,4.494977431967826,1.4992898048191423,Iris-versicolor
+114,6.282320198768204,3.2650784743422534,4.729972098255775,1.5715787622133943,Iris-versicolor
+115,5.392517892216703,3.8999996042249134,1.327433418304537,0.43514096590573315,Iris-setosa
+116,5.806659567486972,2.7385136392579694,5.075155302606915,1.8674758312586097,Iris-virginica
+117,5.935362319382025,2.9478430459259624,4.493030992268156,1.3377447169200138,Iris-versicolor
+118,6.809761450251152,3.202635110474019,5.82243883098579,2.3095885846632807,Iris-virginica
+119,6.207934195063817,3.1218845263587696,4.622219999796251,1.4635412399970513,Iris-versicolor

iris/tab_ddpm/5_3/17/test.csv

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

iris/tab_ddpm/5_3/17/train.csv

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

iris/tab_ddpm/5_3/17/val.csv

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

iris/tab_ddpm/5_3/18/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.724611200804194,2.589041128640784,6.8999989029955815,2.3070282216282214,Iris-virginica
+1,4.8091426227746465,3.3954960477460707,1.5550335778689408,0.19890151607014056,Iris-setosa
+2,5.214526580475077,2.706156562573091,3.975908291475098,1.395540498266979,Iris-versicolor
+3,6.7137715329188,3.0844648812756765,4.6508280177089985,1.4708861348462583,Iris-versicolor
+4,5.063129330854346,2.4976908560880635,3.0923735343915744,1.0898719867862425,Iris-versicolor
+5,5.197842904693722,3.383089927745866,1.3831177758247468,0.2015712613798787,Iris-setosa
+6,5.683199654359652,3.7996435915765066,1.6290053596079508,0.29601908717250236,Iris-setosa
+7,5.122531393388293,3.482949093879052,1.4051923842595533,0.20022709145491274,Iris-setosa
+8,4.605769908521478,3.6181787820043345,1.0000003927239027,0.19908687633901978,Iris-setosa
+9,6.521299942019473,3.17897766123863,5.13129304661641,2.00816258992958,Iris-virginica
+10,7.004566473758116,3.210754549253182,5.744141325159414,2.2908308151830132,Iris-virginica
+11,5.305535954813595,3.6871380204755426,1.499205758994084,0.20459131350578336,Iris-setosa
+12,7.899998597000579,3.796880236943703,6.348265869306882,1.9966672175274014,Iris-virginica
+13,5.582650056855148,3.0,4.087925998550855,1.3038434991149708,Iris-versicolor
+14,6.267708249563297,2.2664928555785644,4.382098434359879,1.3136914190519795,Iris-versicolor
+15,6.509508075851848,3.0,5.801723358694311,2.231927036080404,Iris-virginica
+16,7.7013435155530585,2.8123660340784844,6.714473293663819,1.9787188355604926,Iris-virginica
+17,6.262343162979441,2.4413645616858526,4.746610256482449,1.4901913179248611,Iris-versicolor
+18,7.69756232228227,2.6080038399948005,6.899998808420184,2.2850514317596327,Iris-virginica
+19,7.7386447226055655,2.5666739010167707,6.9,2.334854549754239,Iris-virginica
+20,6.00680013731822,2.2001621636201634,4.958089907526424,1.5012333976094245,Iris-virginica
+21,6.834187687546115,3.223133682371865,5.73187862388496,2.2676093810939837,Iris-virginica
+22,6.705693789162933,3.289947570585139,5.679324098519222,2.499999439724486,Iris-virginica
+23,5.729122689277958,3.7980414575529142,1.6993286387485684,0.2970512974596741,Iris-setosa
+24,5.526032633732227,2.444271500729533,3.7411676663623843,1.0147407625610554,Iris-versicolor
+25,6.49482553271653,2.9566177085881797,4.314315647590301,1.333172963400261,Iris-versicolor
+26,5.389145296885684,3.899999489545662,1.284038664155063,0.3874680483735386,Iris-setosa
+27,4.82987295745534,3.4056128690681726,1.5687625022076765,0.20017290184255748,Iris-setosa
+28,6.498258640254394,3.0,5.793620109949031,2.2033146846858886,Iris-virginica
+29,7.699531260385056,2.8529250405730036,6.697265022841502,2.0165173304923854,Iris-virginica
+30,6.96036904866168,3.112945217001424,5.116672670692098,2.295475174304444,Iris-virginica
+31,6.673285719330877,3.31375674307418,5.718902372690666,2.5,Iris-virginica
+32,5.9774823098559455,3.217984078518366,4.524000831814868,1.5414260694584647,Iris-versicolor
+33,6.30805690284819,2.5027788648584437,4.905963365821013,1.5064529270892062,Iris-versicolor
+34,5.854738799346213,3.0,4.190576148778961,1.4874034754130707,Iris-versicolor
+35,5.495628028840804,2.5960344100828823,4.416580603107672,1.1840063872143354,Iris-versicolor
+36,6.603007618683292,3.2255818768451263,5.226783694178993,2.0909090606415894,Iris-virginica
+37,6.703021931066653,3.0972838892914054,4.696500628664201,1.493286358612175,Iris-versicolor
+38,4.790410218879533,3.3932097028846524,1.649579486115485,0.20166533097971887,Iris-setosa
+39,5.193774707558836,2.69503916989177,3.8866382946813225,1.391991483769345,Iris-versicolor
+40,4.829401710753637,3.393071249915616,1.7246196217570522,0.20070488745067497,Iris-setosa
+41,6.464553029380816,3.0,5.537808953137507,1.8230379349597319,Iris-virginica
+42,6.339104147499346,3.369938337471112,5.610684049522247,2.393691186851911,Iris-virginica
+43,4.9552464016252,3.4841048890957147,1.4302464030520237,0.20001958087095256,Iris-setosa
+44,6.86988339742522,3.0,5.724478155597764,2.103251227320485,Iris-virginica
+45,5.004423581648909,3.4058065372861113,1.5536110755364854,0.38716421981402827,Iris-setosa
+46,5.789628593206849,2.728317733338764,4.184086143865694,1.0018029772563313,Iris-versicolor
+47,4.788153071367643,3.0,1.3989370114987452,0.2932356852360433,Iris-setosa
+48,4.8076032533463,3.3920879728583,1.6395083809281976,0.20034884229060732,Iris-setosa
+49,6.678073148982577,3.0811711242684914,4.6713471655860355,1.496049263404656,Iris-versicolor
+50,5.017139813248451,2.0,3.5206804794406,0.9035988761439329,Iris-versicolor
+51,4.904601249253579,3.0,1.402949833498481,0.19959356743447465,Iris-setosa
+52,5.143921382684382,3.71054574114189,1.7167894301463082,0.3950840072366991,Iris-setosa
+53,4.609657337328009,3.597703959954218,1.0,0.20531344747792657,Iris-setosa
+54,4.978692288874969,2.0,3.448872571994877,1.0152111731139046,Iris-versicolor
+55,5.561804973467395,2.9054364217842035,3.5697686748852786,1.2998174384658159,Iris-versicolor
+56,6.806607130781294,2.803431875502332,4.772080294385863,1.3978396365528913,Iris-versicolor
+57,5.62008998206864,2.8954998313786713,3.697613854020346,1.3065238420330751,Iris-versicolor
+58,4.5986825791362245,3.6247574423021636,1.0,0.19632924646041106,Iris-setosa
+59,4.9892913442262605,3.6415588516126833,1.4055359408590637,0.19784760001437648,Iris-setosa
+60,6.821750411700962,2.800354751498859,4.8025669977807715,1.3958152653371756,Iris-versicolor
+61,6.015015765063389,2.9388644977829945,4.574389599741321,1.368393712501982,Iris-versicolor
+62,5.236895378063061,3.4070091180942175,1.4030752604027785,0.19942301285621794,Iris-setosa
+63,7.709489845975494,2.608295960788851,6.899998887768021,2.3031666995995903,Iris-virginica
+64,6.30619762749625,2.283340776141597,4.417586620636569,1.305883107261894,Iris-versicolor
+65,4.80717054358257,3.0,1.4035333704940418,0.10000010869484423,Iris-setosa
+66,4.400000453658696,2.9062431036509233,1.3909691124201378,0.20263303447877745,Iris-setosa
+67,6.553083274050213,3.0,4.375643847772291,1.3840068804675094,Iris-versicolor
+68,6.80538442376353,3.163610135929127,5.801418356371401,2.300089701427294,Iris-virginica
+69,5.093626897378477,3.7055877658889633,1.4945081418819335,0.4028874919272455,Iris-setosa
+70,6.344416912954944,2.915452758264007,5.597315618748773,1.8068494506564463,Iris-virginica
+71,6.687695852573316,3.0691223875828157,4.681709674427053,1.4979220186395552,Iris-versicolor
+72,6.666738523829477,3.292606658522015,5.714223243847498,2.499999429067422,Iris-virginica
+73,6.449261012586491,2.9197425534825014,4.334678463836778,1.3186592180621757,Iris-versicolor
+74,6.0599898181815615,2.3125163633386525,5.048678914684992,1.5375343831909067,Iris-virginica
+75,7.6364494482493335,2.820068251620102,6.6673784974466495,1.964074917474114,Iris-virginica
+76,6.87793401054403,3.1944503044930803,5.711909947026152,2.292469922439682,Iris-virginica
+77,7.686784089068274,2.813446100918232,6.683076482720698,2.0148653036111623,Iris-virginica
+78,5.104394570698375,3.4872453965548864,1.3876949473647093,0.29946493986428396,Iris-setosa
+79,5.8796469711968316,3.0,5.080709495530096,1.774153395181323,Iris-virginica
+80,6.291720949525841,2.2949075364148905,4.4180195286583475,1.2764977078250779,Iris-versicolor
+81,4.40000062644233,3.19400913384328,1.2622161391359124,0.19735571436973984,Iris-setosa
+82,5.8899015599155895,3.0,5.092920531988846,1.8195225414610017,Iris-virginica
+83,7.324889586372135,2.8162610376240043,6.442208791495033,1.8413747006881216,Iris-virginica
+84,5.509732275377595,2.6285971767173706,4.426394005900438,1.2290144423307154,Iris-versicolor
+85,5.38322272317722,2.5603538239825565,4.300488026869736,1.1602360621587842,Iris-versicolor
+86,4.620173464549611,3.6334781301481485,1.0,0.19277894321025102,Iris-setosa
+87,6.346886349910125,3.110415695235171,5.092818548816544,1.9711430308594413,Iris-virginica
+88,6.724753930460719,3.286101366199035,5.736177511077959,2.0992314826829923,Iris-virginica
+89,4.8503626502898545,3.036629973773475,1.4747088434746303,0.10000010177955436,Iris-setosa
+90,5.488179401490186,2.5711930099313127,4.320696329314885,1.1826980143321535,Iris-versicolor
+91,5.788975666921787,2.716782285851633,4.16049806180752,1.0531270189434512,Iris-versicolor
+92,5.076977138172888,3.505665903561546,1.4028800048320933,0.19652746429481074,Iris-setosa
+93,4.400000529270438,3.1464819043513996,1.2968162440804376,0.1929621599110063,Iris-setosa
+94,5.885216232888937,3.0,4.222907029892638,1.4964718266254449,Iris-versicolor
+95,5.1408021045497545,2.503730424019265,3.0897874978105646,1.0939848432657733,Iris-versicolor
+96,5.788417705580656,2.7089444615467624,4.099151801978769,0.9559757600624186,Iris-versicolor
+97,4.823333830843544,3.0,1.3941075629711617,0.1000001045076525,Iris-setosa
+98,5.638219567868302,2.9911063006218632,4.033413192848734,1.289291996974036,Iris-versicolor
+99,4.488640413523345,2.26667849332448,1.2831817964330225,0.28912970150222894,Iris-setosa
+100,4.891826116109162,3.1185207054430673,1.4874757505096174,0.10000009776925459,Iris-setosa
+101,4.997844335584596,2.0,3.1518806484643305,0.9509857861283404,Iris-versicolor
+102,6.252697093619831,2.490199271976978,4.99694768463818,1.883176274029234,Iris-virginica
+103,6.293625742931733,2.921060976083102,5.59655488840624,1.8314928719707888,Iris-virginica
+104,6.480111157689474,3.0,5.784930265232333,2.2026399825626495,Iris-virginica
+105,5.718046433233745,2.7124520816361826,4.295067601997826,1.0795362979150935,Iris-versicolor
+106,5.693397281010919,2.8086558741603613,4.09943533504572,1.1846252107946325,Iris-versicolor
+107,6.274766718292239,2.902392577012539,5.600024887846859,1.830499866762982,Iris-virginica
+108,5.118503343719352,3.702998674861364,1.562962537214644,0.4015787151257232,Iris-setosa
+109,6.912049709599449,3.1920359050743587,5.751968375849765,2.310991818453964,Iris-virginica
+110,4.400000451029671,2.9174848381594525,1.3839313103576574,0.19858344532639138,Iris-setosa
+111,6.004960649138057,2.206764901268626,5.032123938201612,1.5029599591318097,Iris-virginica
+112,4.806283551125139,3.0,1.4002098274763213,0.1,Iris-setosa
+113,5.876822003533618,3.0,5.062586645307649,1.8114160571525901,Iris-virginica
+114,7.240488019061514,2.8808938125204455,6.213328034863483,1.7826391347078632,Iris-virginica
+115,7.9,3.8012828269096137,6.392818495248617,2.001689624028295,Iris-virginica
+116,5.820358103702137,2.6955645753374733,4.195469302523393,1.0180856058634467,Iris-versicolor
+117,4.4,3.1608585085860588,1.311098565187725,0.20221046850627672,Iris-setosa
+118,6.208386788545321,2.783280963211375,5.598483310141299,1.7350913154751069,Iris-virginica
+119,5.0657514155381325,3.5054639789015685,1.3946725154617094,0.1977603905157282,Iris-setosa

iris/tab_ddpm/5_3/18/test.csv

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

iris/tab_ddpm/5_3/18/train.csv

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

iris/tab_ddpm/5_3/18/val.csv

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

iris/tab_ddpm/5_3/19/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.730812242577929,3.31670926081856,5.705148808957801,2.4999994957486114,Iris-virginica
+1,5.102209641546892,3.5031800211510515,1.383163454234474,0.30183891148046244,Iris-setosa
+2,7.119498854133761,2.7298319452054276,6.18379450203976,1.788351579579243,Iris-virginica
+3,5.9077522312254365,3.0,5.110890199484733,1.8044619515852405,Iris-virginica
+4,7.672071878391345,2.6192145837153378,6.9,2.298256421984872,Iris-virginica
+5,6.5573601186160335,3.0,5.501641370518251,1.8912461607678177,Iris-virginica
+6,5.1913776397937115,3.3868002525790195,1.4084809095011341,0.2017036020447457,Iris-setosa
+7,6.980093935750967,3.0,5.770817749129486,2.063702294795329,Iris-virginica
+8,6.787557658277139,2.8056861553662813,4.860110344539666,1.409271460875822,Iris-versicolor
+9,6.311246427482051,2.886997870450993,5.631796255878256,1.827166790759836,Iris-virginica
+10,4.903327682887638,3.0986839707897675,1.8082586831951315,0.10000009395000188,Iris-setosa
+11,5.048653553440683,2.4615117450873365,2.8664704710743303,1.0871407727306375,Iris-versicolor
+12,5.608213068498625,2.5199141169648622,4.028589191603571,1.155290761895904,Iris-versicolor
+13,6.042107637614045,2.680242493763691,5.076691841243027,1.5721928331312562,Iris-versicolor
+14,7.722330458376061,2.796280926596282,6.727670423398688,2.01980535390696,Iris-virginica
+15,5.077075580817326,3.509336810632657,1.3914804750801624,0.20333331755118667,Iris-setosa
+16,6.029497716224885,2.9660303691068726,4.585384402068138,1.3604311527362145,Iris-versicolor
+17,5.738076075787672,2.6971455325838694,5.059151784828764,1.8975835545226787,Iris-virginica
+18,6.423278350401339,2.901675407528889,4.333459033435306,1.3071720990317526,Iris-versicolor
+19,6.197426024774994,2.9206895122568457,5.5086473233870725,1.7975372844057596,Iris-virginica
+20,6.258714733354146,2.9001826168888134,5.607262184574175,1.7889061595886369,Iris-virginica
+21,6.088246332252874,2.5926103308110795,5.6144935024944775,1.402987570493575,Iris-virginica
+22,5.419314794782981,3.8999995221898858,1.3253411891078912,0.38289693011365306,Iris-setosa
+23,4.9092691883709785,3.0,1.3941598022149786,0.19417375482078014,Iris-setosa
+24,7.38075844895227,2.898015581606033,6.40898802465207,1.8061459347953361,Iris-virginica
+25,7.286079207737471,2.9116905109606983,6.238699274594446,1.811361654433131,Iris-virginica
+26,6.693079972111517,3.3071925482344615,5.684446685133579,2.4999995748873367,Iris-virginica
+27,5.749224068141543,2.7444865401374177,4.3206019369606325,1.1614831021068777,Iris-versicolor
+28,5.827972448370224,2.693153885368485,4.01572767494358,1.0091835324022267,Iris-versicolor
+29,6.69125846938367,3.320697620932763,5.695213749183335,2.5,Iris-virginica
+30,6.241913092936474,3.4003635856872894,5.576813592765101,2.4075288513212776,Iris-virginica
+31,7.662392402318362,2.6145162888724096,6.899998664833159,2.2850456501664786,Iris-virginica
+32,6.017746148843877,2.2252975338315744,5.001499179319383,1.503820287613612,Iris-virginica
+33,4.612559848782387,3.603945484653566,1.0,0.19844830907026292,Iris-setosa
+34,6.97610087013833,3.202959159756477,5.660192651536009,2.3061938479397575,Iris-virginica
+35,5.085827478837243,2.5052682807343376,2.9212222521425613,1.091403507927791,Iris-versicolor
+36,6.809074237162439,3.0,5.413487291951746,2.1809478285035744,Iris-virginica
+37,5.04350148525891,3.54325565312008,1.400262978039262,0.2008760833984326,Iris-setosa
+38,6.489081401960868,3.0,5.532432882790719,1.8163429155706599,Iris-virginica
+39,5.417060605749301,3.899999610894422,1.298862196285779,0.38483467958935236,Iris-setosa
+40,5.979214459068756,2.680327651686262,5.115657697171542,1.610327342225804,Iris-versicolor
+41,6.29096783436734,3.3804005387949934,5.624227051813247,2.399567779550911,Iris-virginica
+42,5.413698222233796,3.899999562354495,1.3078375152897626,0.38014211132381226,Iris-setosa
+43,5.735694229608063,3.0,4.3906492915449995,1.5013087862364827,Iris-versicolor
+44,5.966863226968847,3.051666859132716,4.39728042370307,1.5039236115509973,Iris-versicolor
+45,5.403659923844754,3.4065550624766656,1.6941495101542066,0.20062067992210883,Iris-setosa
+46,5.021220279144714,3.401858260012356,1.6916266630742665,0.35536837275931904,Iris-setosa
+47,5.217718195527408,3.401962299277612,1.4002033467724773,0.1978811978346341,Iris-setosa
+48,4.612779542433989,3.4012749181117856,1.4038899004824523,0.313790455266114,Iris-setosa
+49,5.849647329825484,2.710885337591631,4.056791485656456,0.9749182945753063,Iris-versicolor
+50,7.676191858076346,2.8889851361409615,6.661703273568461,2.0779767570606875,Iris-virginica
+51,6.839146221137107,3.0,5.568853691200883,2.0570750094791794,Iris-virginica
+52,5.410196707775339,3.390516023261849,1.6095323743801944,0.4273874123461333,Iris-setosa
+53,5.78614412801924,2.9953571007004953,4.457646146418284,1.4390181999719713,Iris-versicolor
+54,6.807317159656668,2.7770703652248563,4.8274069027328315,1.398610984863757,Iris-versicolor
+55,6.6947335398997385,2.5067666292928252,5.794383775792338,1.7882036558681986,Iris-virginica
+56,4.4978562654997205,2.3152747916106313,1.2868296404278736,0.298595620220385,Iris-setosa
+57,5.9941610925309075,2.8660808559718856,4.552508873767676,1.4964773014109976,Iris-versicolor
+58,5.5294018377881065,2.6072215310949995,4.40933591483709,1.224754958156219,Iris-versicolor
+59,4.790278332575886,3.3799221019893717,1.7080941489226902,0.19813936884933858,Iris-setosa
+60,6.352930612861803,2.8562084275760444,4.294152593977465,1.2577470737375855,Iris-versicolor
+61,7.9,3.8153511933057143,6.441458106072353,2.027100123229305,Iris-virginica
+62,6.279284456205568,3.319442305050608,4.705099075711673,1.601919247090156,Iris-versicolor
+63,5.086550921779021,3.4946999982955447,1.3899918059301886,0.19886775659181813,Iris-setosa
+64,7.2497758718305585,3.0,6.165327133322585,2.1070363054548364,Iris-virginica
+65,7.9,3.7751992598548973,6.3934177640673795,2.007454688263369,Iris-virginica
+66,4.9842797092528395,2.0,3.4376942586601955,0.8956665837506301,Iris-versicolor
+67,5.1218192645902345,3.4567350357814846,1.400583254036464,0.19861945848691592,Iris-setosa
+68,6.166556677290119,3.0879415050875108,4.62768919293103,1.4960510280039025,Iris-versicolor
+69,5.514188468593008,2.6157535776970873,4.440781482736288,1.2250246696138438,Iris-versicolor
+70,6.908421676431325,3.104354568315073,5.10273485052869,2.2903366789071824,Iris-virginica
+71,6.3105296807810305,2.4612613166868944,5.011110126441834,1.894811445951703,Iris-virginica
+72,6.004867367419098,3.4014086351743718,4.517622622514755,1.587396063079217,Iris-versicolor
+73,7.676267330955508,3.0,6.672875164345732,2.0881368080862703,Iris-virginica
+74,7.707309315306318,2.797359506716523,6.680255710066093,1.9896553648871114,Iris-virginica
+75,4.883456459953505,2.4044236455881967,3.1682325994016036,0.9821303228189173,Iris-versicolor
+76,5.616268335832375,3.0,4.155924474857172,1.3078067091980174,Iris-versicolor
+77,7.286656336778874,2.883997361172218,6.250380741539786,1.7882258535286617,Iris-virginica
+78,5.562911607182427,3.0,4.0604042688767015,1.3041364324217692,Iris-versicolor
+79,5.665208108348817,2.873624731947645,3.9688271937009167,1.2733723623598876,Iris-versicolor
+80,7.700950926548566,2.5963161163493513,6.899998503702526,2.301693456924355,Iris-virginica
+81,6.153724888421084,3.0328005536517155,4.626929835629463,1.4587388139472095,Iris-versicolor
+82,4.898319524023078,3.086176084095381,1.5681222036881088,0.10000011290442197,Iris-setosa
+83,4.979187287164212,2.4523181750429366,3.017080500257702,1.0407282658078263,Iris-versicolor
+84,5.747298061574863,2.8576543762946662,4.43775641212693,1.2792654792608649,Iris-versicolor
+85,4.618248003838858,3.598928569747073,1.0000004108020173,0.20004117361819995,Iris-setosa
+86,5.304139996005858,3.713944550727724,1.5698516194630785,0.2015099652449672,Iris-setosa
+87,5.220168425972332,2.7228010106979412,3.959375894915374,1.3997642251829205,Iris-versicolor
+88,5.95873279326357,3.0,4.47453660176614,1.4760977277947487,Iris-versicolor
+89,5.588264446924955,2.4632487992974674,3.8623917158200025,1.0861473759683065,Iris-versicolor
+90,6.7179093111706685,3.311381764748849,5.705217616923614,2.5,Iris-virginica
+91,4.897363243048307,3.13696888133762,1.5392499913333235,0.10000011155541297,Iris-setosa
+92,5.646995104242988,3.0,4.500652334787672,1.4921010398726338,Iris-versicolor
+93,5.637486736987899,2.5558862534824125,4.229316974745711,1.126785748195837,Iris-versicolor
+94,6.948127767770888,3.2158100206256854,5.670097934358739,2.3077486291587395,Iris-virginica
+95,6.698071480891483,3.106957483835472,4.646100464847744,1.4894302558710697,Iris-versicolor
+96,5.766270642872669,2.7195995659699097,5.11638457178505,1.896735743686393,Iris-virginica
+97,4.591523446365929,3.596009151142828,1.0,0.20233611010281638,Iris-setosa
+98,5.540541692988728,2.4559863527863053,3.75375186777425,1.0643006236613788,Iris-versicolor
+99,4.400000471937063,2.92824933692744,1.3990200956126164,0.19960286318582962,Iris-setosa
+100,5.070038219760576,3.535120191243782,1.3970896689596777,0.19971655001457878,Iris-setosa
+101,5.998306699292092,2.681809546832587,5.111928427141325,1.619344122470952,Iris-versicolor
+102,5.105842378680019,3.7961011691715902,1.6826226045012211,0.20144321099083337,Iris-setosa
+103,6.097956244935744,2.608475929472423,5.595124412278749,1.3862123916405236,Iris-virginica
+104,5.472789622017403,3.899999456739229,1.3191366000299427,0.45250338851804517,Iris-setosa
+105,5.948840533033863,3.2905688354306744,4.3682725817809365,1.5540758600755826,Iris-versicolor
+106,5.083690985534663,3.5158717590387627,1.4050683720161625,0.2988611331027147,Iris-setosa
+107,7.599823588865152,3.0,6.602415116590991,2.0914083887559465,Iris-virginica
+108,7.330583306762616,2.882623249358935,6.3573074522320026,1.8051521471014937,Iris-virginica
+109,4.98140347663226,2.0,3.2778663669956183,0.9369636488124278,Iris-versicolor
+110,4.4000007383872894,3.2179063651097426,1.2827948807844498,0.20395109384738308,Iris-setosa
+111,5.364784694467246,3.4034475087913014,1.5019709248319595,0.19973886719902603,Iris-setosa
+112,7.275249033809503,3.0,6.212558915673505,2.1148525071865536,Iris-virginica
+113,6.308912624682384,2.2874770112534675,4.390956080075923,1.3004344959927696,Iris-versicolor
+114,5.003477618639179,3.5914381308072105,1.3941517753425645,0.20136580776689147,Iris-setosa
+115,7.9,3.794747075398721,6.405994973476133,2.0017005264698513,Iris-virginica
+116,4.9891582385049675,2.0,3.4628392535900336,0.9970219324990754,Iris-versicolor
+117,7.325435437340536,2.8803205350569288,6.3295653454217975,1.8083802301906162,Iris-virginica
+118,4.500821714731345,2.313824114966524,1.3032959897385354,0.29573891355173043,Iris-setosa
+119,4.498593179189806,2.3134938510550023,1.2983708364353004,0.29426861009721805,Iris-setosa

iris/tab_ddpm/5_3/19/test.csv

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

iris/tab_ddpm/5_3/19/train.csv

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

iris/tab_ddpm/5_3/19/val.csv

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

iris/tab_ddpm/5_3/2/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.057022059641427,2.292619133118813,5.055395344668423,1.516739447319368,Iris-virginica
+1,4.594815697267147,3.6300055003169422,1.0000003714220391,0.20245330046966833,Iris-setosa
+2,6.523475822378059,3.0,5.5086267703115785,1.8021697209409937,Iris-virginica
+3,6.306844739082211,2.4645988077173255,4.868997817865772,1.4897594180791423,Iris-versicolor
+4,6.29681248887713,3.3886560330491298,5.631910569482977,2.3917742360469796,Iris-virginica
+5,6.3443790806973395,3.287246953024246,4.713632508223375,1.5950082156863117,Iris-versicolor
+6,4.898864631689956,3.0,1.3958954276648954,0.1973819296981308,Iris-setosa
+7,4.804399271312491,3.3751919915664788,1.4955786322361804,0.1968133827331766,Iris-setosa
+8,6.705113031935722,3.2833238221993426,5.681021484795707,2.4999995279407603,Iris-virginica
+9,5.754303793860273,2.8548711185007067,4.5190676111280155,1.328576874861268,Iris-versicolor
+10,5.156334595849717,3.687888760968944,1.5658340549637602,0.397039698604312,Iris-setosa
+11,6.510086416757383,3.0,5.516578082601139,1.7859249668532982,Iris-virginica
+12,5.806607932657015,2.992390280282216,3.9332773641715826,1.404474206139167,Iris-versicolor
+13,6.387954567710916,2.951025131188552,5.54594585316111,1.7967728449638656,Iris-virginica
+14,6.690828418893902,3.29025132717094,5.694780579277856,2.5,Iris-virginica
+15,5.736555754159843,2.854741600832684,4.258926895071809,1.2922318893693248,Iris-versicolor
+16,6.080813068995795,2.5727819828445666,5.608747257527321,1.3992964109065638,Iris-virginica
+17,5.3409048587296315,3.685239903289849,1.4991216683442263,0.1989500989068878,Iris-setosa
+18,7.72211038935308,2.6052651949738803,6.9,2.3082554299878644,Iris-virginica
+19,5.0845341801132555,3.695387435008938,1.5366912757251465,0.4066524008979095,Iris-setosa
+20,7.729583708186961,2.6005926629310756,6.9,2.298986732298596,Iris-virginica
+21,6.2816765201125495,2.903617164691495,5.59055349761433,1.8164968534712722,Iris-virginica
+22,6.014855666891615,2.1907172057814543,4.977262896285597,1.5153851464936714,Iris-virginica
+23,6.302784894020122,3.3826310432339843,5.599203711256665,2.4058648758361683,Iris-virginica
+24,5.564284799214608,2.515167882072227,3.8721718757171,1.0964706968238356,Iris-versicolor
+25,5.091936754858456,3.813380813100233,1.6951353729127505,0.19845083217644516,Iris-setosa
+26,7.700444659396259,2.7966934535257186,6.6873177155441565,2.0203944560318177,Iris-virginica
+27,5.249431026396754,3.401161178681448,1.433662985067119,0.20000927665039436,Iris-setosa
+28,5.151890060709469,3.7428836274691304,1.5416137033029105,0.2055840485406819,Iris-setosa
+29,5.600660165209615,3.0,4.112878724233749,1.3012795689220356,Iris-versicolor
+30,4.400000444053072,3.1970449302055286,1.2892058691252326,0.18821409684490892,Iris-setosa
+31,4.587127775117799,3.399421209283914,1.377977256398261,0.3094733337043765,Iris-setosa
+32,5.546288341194426,2.4057994136411636,3.817785616086098,1.0028374068308943,Iris-versicolor
+33,4.911850340933297,2.434001752220882,3.3293945611051425,1.0287598247985388,Iris-versicolor
+34,7.700960365353838,2.5810731308766095,6.9,2.2969632058439537,Iris-virginica
+35,5.639313870029611,2.939982643797784,3.769081602572639,1.3143617178633704,Iris-versicolor
+36,4.922916061986728,2.4050099417136748,3.2731437994900316,1.0120320308876605,Iris-versicolor
+37,7.9,3.8026526938990592,6.387088977812273,2.017810804367967,Iris-virginica
+38,6.660819740331055,3.0333112041571573,4.531427314453485,1.4448109476057172,Iris-versicolor
+39,5.391628130803972,3.403925452636227,1.498324316344004,0.3708810199687462,Iris-setosa
+40,5.643930627679191,2.9170129095876725,3.9205425028784475,1.3101019985070501,Iris-versicolor
+41,5.395255102590439,3.9,1.3107707439737486,0.381811558968858,Iris-setosa
+42,7.527849398338519,3.0,6.517731681716405,2.0920955099175833,Iris-virginica
+43,6.331757309366253,3.261825431561233,4.719795009882371,1.5665938075385857,Iris-versicolor
+44,5.647483729347998,2.879188779852117,3.7769056347449674,1.3023566904515642,Iris-versicolor
+45,4.930385048460988,2.422972641446073,3.4035221047855977,1.0359066270867763,Iris-versicolor
+46,6.023838427666468,2.6377071884002095,5.1279043088251415,1.5783135469626668,Iris-versicolor
+47,6.183771321933898,3.3549964745647003,4.598104220570353,1.6317723038363656,Iris-versicolor
+48,6.382290758470965,3.3604859193901366,5.614845265473654,2.3775122982940085,Iris-virginica
+49,4.787777584637651,3.0,1.3965081292944492,0.2956056434490915,Iris-setosa
+50,5.7524953150250635,2.785601653843478,4.08574164258097,1.1776781102915734,Iris-versicolor
+51,5.4023161667735184,3.8999996064392835,1.2883959727325474,0.3223429937036944,Iris-setosa
+52,4.797845665236027,3.411471362757059,1.5488993938811966,0.20182632588360513,Iris-setosa
+53,5.78080683175721,2.8277699509371272,4.537655131400569,1.3056040811435432,Iris-versicolor
+54,5.409462987301566,3.402950978018384,1.6618744463538109,0.19599137804277933,Iris-setosa
+55,6.513498225399473,3.0,5.830797779784357,2.2077766832755157,Iris-virginica
+56,5.4460519690643485,3.8999994811865935,1.2947480717316004,0.35749990856595165,Iris-setosa
+57,5.711530694191221,2.630469985862207,4.101814494565829,1.0678589955131905,Iris-versicolor
+58,5.194747261336441,2.695709933593326,3.8776422028531026,1.3988012922809014,Iris-versicolor
+59,6.794111852171842,3.226405194588134,5.8352001077198725,2.309452004946369,Iris-virginica
+60,7.17243271776376,3.0,6.150799823212082,2.1326503186614993,Iris-virginica
+61,5.910400014245437,3.0,4.258067915167241,1.499391656793364,Iris-versicolor
+62,6.393163292868491,3.2476864039482183,4.708683063159242,1.5576711881415806,Iris-versicolor
+63,6.010446521234039,2.7217926424991408,5.084393578087797,1.5952770737521282,Iris-versicolor
+64,5.362930250435938,3.7230520274572565,1.5921823818074121,0.21401312475639575,Iris-setosa
+65,4.4,2.915011181412424,1.4008817113878158,0.2005521244588454,Iris-setosa
+66,5.736894772946908,2.9201733353291788,4.5893066866414385,1.472005738736543,Iris-versicolor
+67,5.667915814667268,2.8181449028579055,4.492545871967243,1.329422865734726,Iris-versicolor
+68,6.204610555843502,3.335556663943405,4.6477225749907936,1.5740034725274912,Iris-versicolor
+69,6.8909795922340376,3.2081142362638895,5.691265191178854,2.312709861126761,Iris-virginica
+70,5.202645286027195,3.4200233881736506,1.400955744690442,0.20335752018453446,Iris-setosa
+71,6.00616289675882,3.3789700273608485,4.495538618616481,1.614296700003651,Iris-versicolor
+72,6.0120150612221765,2.6133437175436147,5.055134575133832,1.9011430387385544,Iris-virginica
+73,5.600588533233062,2.875227082643651,3.5762352773922386,1.3020133649361012,Iris-versicolor
+74,6.844755095308368,3.0,5.311253828449916,2.1926102554841163,Iris-virginica
+75,6.274521073256177,2.8635124502588103,5.609504953109373,1.80855256577738,Iris-virginica
+76,5.089397104838885,2.513342613216025,3.2059484400808334,1.1179326500452622,Iris-versicolor
+77,5.650173180118347,2.816437696720833,3.653764027621294,1.2718910048251986,Iris-versicolor
+78,4.502624770631017,2.3173182918843604,1.28309187017832,0.29080372801634324,Iris-setosa
+79,6.101923940614673,2.61989729112338,5.599308841478004,1.3964277301182026,Iris-virginica
+80,4.999898536930899,2.0000006749263877,3.394012865575595,0.9595853382212058,Iris-versicolor
+81,6.758576545031672,2.860195112713974,4.76086966573072,1.4049439956253087,Iris-versicolor
+82,4.60357841157216,3.5972981505507344,1.0,0.2027876065729806,Iris-setosa
+83,5.572209605066878,2.4407299172444734,3.786807175094763,1.0857259415797358,Iris-versicolor
+84,4.607984024866789,3.390311550005129,1.379053982303696,0.2983862937385207,Iris-setosa
+85,6.508876947823427,3.171917727740658,5.144439489012548,2.02494386396873,Iris-virginica
+86,5.583712349511592,3.0,4.06817733150692,1.306543160461914,Iris-versicolor
+87,5.247081304002244,2.702635275706708,3.9800222460360524,1.3960056431065275,Iris-versicolor
+88,6.816018891237458,2.7896633274568794,4.760439192102051,1.397676496210943,Iris-versicolor
+89,6.68904647643379,3.289643173179506,5.670474310782036,2.0940058047733268,Iris-virginica
+90,5.549644847115989,2.5031799998280357,3.8174126108999578,1.0735274537901907,Iris-versicolor
+91,4.9073287032941595,2.401784940199935,3.4313358542913592,1.0053024678324052,Iris-versicolor
+92,5.214450561960664,3.3961009443282837,1.3829410516976122,0.2013413613497413,Iris-setosa
+93,5.641441938374874,2.7360205348970483,4.496902585930237,1.2621854192360502,Iris-versicolor
+94,6.158826299153988,2.824675562387552,4.6587934603125625,1.2131426457462149,Iris-versicolor
+95,6.030478471356596,2.6912669203667834,5.022381851850872,1.5806106594836282,Iris-versicolor
+96,6.1480188399537985,3.0,4.5968503117977235,1.439959966538607,Iris-versicolor
+97,5.980613428217443,2.2122369880498374,5.038639253061168,1.495964595696254,Iris-virginica
+98,4.602470902331495,3.6044436180374952,1.0000004146964308,0.18872673449161717,Iris-setosa
+99,5.291261051215252,2.567965752808412,3.793705197845918,1.2977806641962057,Iris-versicolor
+100,5.738730029735542,2.849613999444662,4.4184727657068175,1.2961251365108417,Iris-versicolor
+101,5.568189715770344,2.468720708878153,3.9027244178565383,1.0815486597898114,Iris-versicolor
+102,5.6112718532942365,3.0,4.487420626757404,1.491595326673992,Iris-versicolor
+103,6.615325228890956,3.0,4.406108724324723,1.4040575265947657,Iris-versicolor
+104,5.550308905066485,2.4767102616287517,3.8029657843098352,1.0731680613177068,Iris-versicolor
+105,5.776045388007227,2.750859951203527,5.09063056622276,1.8949399779613567,Iris-virginica
+106,4.400000449738096,2.9174642709418785,1.3907733262079598,0.1947273615376541,Iris-setosa
+107,5.080953359415071,3.8018501823624917,1.496991496808715,0.1979092430267526,Iris-setosa
+108,5.71335282607682,2.5850802213080883,3.9421670540006937,1.1134061431176305,Iris-versicolor
+109,5.420882596953037,3.405610513537454,1.4997182916489213,0.4058336532550478,Iris-setosa
+110,5.37824973002458,3.4456575231170596,1.518889477647908,0.2239377958571201,Iris-setosa
+111,7.708756143275139,2.6068207264671193,6.9,2.298431184297583,Iris-virginica
+112,6.021382705334053,2.905501199409396,4.515773394025495,1.495995001941462,Iris-versicolor
+113,5.512100507863652,2.603446600772539,4.413480870498225,1.2169101890522203,Iris-versicolor
+114,4.494121598950227,2.2863111152771904,1.3084250867472693,0.3290079698733287,Iris-setosa
+115,4.4,2.8687994759711506,1.3979309559955293,0.20084744171291335,Iris-setosa
+116,5.212928274868753,3.4052577399274737,1.3945055119477854,0.20445304330519443,Iris-setosa
+117,6.702471285556829,2.514696791054425,5.773308094664895,1.7792916721333984,Iris-virginica
+118,6.074913289277725,2.606351141009243,5.585058136349336,1.4025403038215045,Iris-virginica
+119,5.310691032898178,3.6934558018630876,1.4992595820975745,0.19939221137867486,Iris-setosa

iris/tab_ddpm/5_3/2/test.csv

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