a

iris/tab_ddpm/5_4/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.710747298056914,3.3377298698916555,5.681150922722099,2.4999996058133975,Iris-virginica
+1,5.801549362348517,2.6859940747291824,5.102445369069396,1.8791101646058457,Iris-virginica
+2,6.239225585644387,2.2351586949776796,4.4469354962014656,1.4326985864660282,Iris-versicolor
+3,6.526301933844346,3.0,5.817264173279108,2.206140580190569,Iris-virginica
+4,5.445849436277753,3.0,4.500511924758972,1.4905052372464689,Iris-versicolor
+5,5.78966492648994,2.7073506017445355,5.077055838367156,1.8858894740921135,Iris-virginica
+6,5.213976174732428,3.5929614647502546,1.4541121952421832,0.2014864806381888,Iris-setosa
+7,6.003745022349318,2.2170371133639946,4.0120684208412225,1.0160447065896188,Iris-versicolor
+8,6.9482011562149655,2.8123605392963245,4.813821122978141,1.40565131789591,Iris-versicolor
+9,5.059269344074389,3.493716273495947,1.391721288825768,0.19633642513111835,Iris-setosa
+10,5.426445487712783,3.0,4.45170137850059,1.4931400100105703,Iris-versicolor
+11,5.342302691512529,3.7364064957028083,1.5036675210066148,0.19890348455963638,Iris-setosa
+12,5.628948817926833,2.6565271617491604,4.456019057902094,1.244478348527043,Iris-versicolor
+13,5.644303726933248,2.8963576881997284,3.9253849912627796,1.2886225254233061,Iris-versicolor
+14,5.533139202379703,2.3961611993929024,3.6575223811733757,1.005015467114974,Iris-versicolor
+15,6.557207351583291,3.0,4.3958010305284505,1.3891870851984272,Iris-versicolor
+16,5.577356668741633,2.7052491455761474,4.460992291321874,1.2641108337515743,Iris-versicolor
+17,5.527626807032894,4.2,1.4203117098481481,0.20259550505451498,Iris-setosa
+18,4.953606079310853,2.3894011282201886,3.4531354103541765,0.9911040247590137,Iris-versicolor
+19,7.661760729199279,2.8056409485429925,6.665615121895419,1.9900334071106436,Iris-virginica
+20,5.310170901309597,3.3734492048402016,1.4876075517550291,0.37774988663973896,Iris-setosa
+21,5.693474045537771,2.7893524991986314,4.474945281510298,1.2893260432442295,Iris-versicolor
+22,4.978589060244526,3.419794872993556,1.5662845700561694,0.3545414657767369,Iris-setosa
+23,5.917117069438718,2.2383509603231606,3.9976484099853913,1.013948537478955,Iris-versicolor
+24,5.045766950105445,3.0,1.7983662415490427,0.19638947817558428,Iris-setosa
+25,5.62110223678712,3.0,4.531124558060737,1.513647086955079,Iris-versicolor
+26,5.8793165418122255,3.165033727858526,4.728129990359698,1.7366082518610304,Iris-versicolor
+27,5.669618457855833,2.959336138375532,4.101317419020138,1.2871710917652173,Iris-versicolor
+28,6.134509338911681,3.3955441841797365,5.325850950650552,2.3142691147800503,Iris-virginica
+29,5.156470730197111,3.3115105678947168,1.6369349949464522,0.45927178927054896,Iris-setosa
+30,7.197375594135637,2.8946330885339657,6.250326325421775,1.8051839277783641,Iris-virginica
+31,5.896714330088876,2.7788705556889433,4.610939337657775,1.2346867156570795,Iris-versicolor
+32,4.782768198340993,3.0,1.3870698522681564,0.36980663341748865,Iris-setosa
+33,5.390846424105465,3.4004786676772762,1.5147653713881797,0.29887950411279807,Iris-setosa
+34,5.0297967604011555,2.0000004722231863,3.705437202910084,0.8244561185843493,Iris-versicolor
+35,7.286208071962696,2.9020007507826246,6.278237901246426,1.7910847166369963,Iris-virginica
+36,6.83758305747533,2.8079552599824646,4.798587057180561,1.4077412281065385,Iris-versicolor
+37,5.032052170701974,2.0,3.69920250495521,1.0210801516502035,Iris-versicolor
+38,6.49231972289321,3.202292631735091,5.069969842085449,1.9949747970942224,Iris-virginica
+39,5.980464607129868,3.4055302753322074,4.481982630064031,1.6129022234207846,Iris-versicolor
+40,4.824590824902809,3.4123246962932154,1.6495948319652212,0.20221127817628967,Iris-setosa
+41,5.075537116414424,3.29718396148797,1.6092442727211973,0.4363773391030572,Iris-setosa
+42,6.910519545450918,3.0799038238655134,5.110467010325047,2.2961348359430804,Iris-virginica
+43,6.023028820950397,3.4111844910701965,4.4688716318856905,1.5843032923039029,Iris-versicolor
+44,6.318486226740719,3.2676977665682045,4.711765224440818,1.5925862616148754,Iris-versicolor
+45,5.707476614804198,2.805260527623661,4.252008031104456,1.2581200462220596,Iris-versicolor
+46,6.2830600374241685,2.6889609197541273,4.916743800535845,1.7995692134312065,Iris-virginica
+47,4.50481551664253,2.397346078140272,1.2955962974061075,0.30744579733551747,Iris-setosa
+48,5.9860747111516295,3.0,5.109130338280215,1.8120161710616736,Iris-virginica
+49,6.61841660846769,3.306969146789928,5.536324549614109,2.087858879022377,Iris-virginica
+50,7.702466770051266,2.7800814604078083,6.718599284210901,1.9943863247169142,Iris-virginica
+51,5.002746505121607,3.3826070046775607,1.6592141991026566,0.40827745620512834,Iris-setosa
+52,4.40000056549695,3.1779689278722554,1.2998752342587139,0.19501273825815119,Iris-setosa
+53,6.489021812801363,3.0,5.777464849975266,2.1821564974667167,Iris-virginica
+54,7.62039345697049,3.0,6.614294000877005,2.0961592683090995,Iris-virginica
+55,5.4717597976648165,3.0,4.52183991166032,1.4759646521169252,Iris-versicolor
+56,4.9750261554153115,2.0,3.5061714673800344,0.976093199609434,Iris-versicolor
+57,7.899998857627721,3.781780284923234,6.395529792896097,1.9833693632161373,Iris-virginica
+58,5.205874470320862,3.7890324796260786,1.4270964756263316,0.4311694614099656,Iris-setosa
+59,5.725031583245225,2.9547966510599797,4.498684308930015,1.4153887504631266,Iris-versicolor
+60,4.913224633779036,2.3737035113044906,3.1836028526337943,1.0193740365997175,Iris-versicolor
+61,4.967981551631593,3.445395089253167,1.544796807931324,0.20185050357178466,Iris-setosa
+62,5.06132819870205,3.356281359821715,1.6418294140071412,0.39386479078000025,Iris-setosa
+63,6.2147533865377325,3.401168634542476,5.372204691169483,2.3015747652402503,Iris-virginica
+64,5.874254054157264,2.810085338371569,4.458792200256109,1.3785972956428538,Iris-versicolor
+65,4.794881845678892,3.399544830984939,1.5840693075059138,0.19899261379133715,Iris-setosa
+66,5.513293349643127,2.4052483102885347,3.737499863482645,1.0098887450225975,Iris-versicolor
+67,6.234997471782801,3.3948312285988025,5.3862090213851825,2.290886872051923,Iris-virginica
+68,4.968360041132777,3.0,1.5384973127630688,0.20192026055541024,Iris-setosa
+69,6.307917226893792,2.4669849181359504,5.002215084223691,1.8936603329420676,Iris-virginica
+70,6.209669588942375,3.3917803865693594,5.444223709274456,2.3033681233824383,Iris-virginica
+71,6.755586038522145,3.244721477582741,5.79557984186292,2.2217080225868315,Iris-virginica
+72,5.860326259699646,3.2079151078866013,4.8170053281159575,1.8212291754168308,Iris-versicolor
+73,6.731583796785823,3.2859586000061087,5.674037817365454,2.4999995852291264,Iris-virginica
+74,4.587940176880256,3.562103773609498,1.0000005686912303,0.19938821276561758,Iris-setosa
+75,4.991982446814997,3.3782558928507265,1.5777707227395648,0.42634698793988357,Iris-setosa
+76,5.1112937871688,3.5252949590353295,1.3935791409597336,0.19956743985927422,Iris-setosa
+77,4.491719257078588,2.2858982335303093,1.2919879370938232,0.2992567954197266,Iris-setosa
+78,5.961775802987914,2.184386652811481,3.987387582429902,0.857710751183921,Iris-versicolor
+79,4.994328086880018,3.0,1.5765562616014503,0.20269014163333327,Iris-setosa
+80,4.49929364387453,2.277685694086028,1.3248800745506464,0.297798829175843,Iris-setosa
+81,5.887250990076408,3.2380711628810084,4.8010820082217665,1.8042509781241922,Iris-versicolor
+82,4.994364972525706,2.0,3.6030469504706564,1.0121804324436008,Iris-versicolor
+83,5.274136818808077,3.399175890622789,1.470967627700173,0.20936574112638398,Iris-setosa
+84,5.950075277708726,3.1944786132160123,4.779821397713933,1.7766051070727507,Iris-versicolor
+85,5.693548996467252,3.0,4.2041829427872335,1.1978017272825958,Iris-versicolor
+86,5.48842750879512,2.3946971928967598,3.711577778337934,1.0228676144978779,Iris-versicolor
+87,6.706519173990314,3.0,5.011447417063988,1.7043118978321794,Iris-versicolor
+88,6.704669677911799,3.087957581454934,4.76766266868892,1.5247125366155099,Iris-versicolor
+89,5.439615352945016,3.4428806524806324,1.6476504508881937,0.20231871208899463,Iris-setosa
+90,6.236954846167461,3.3158621352587896,4.641705193376204,1.581752708861791,Iris-versicolor
+91,6.2039947695928035,3.3819121557526963,5.436186211596558,2.2978537456188652,Iris-virginica
+92,6.8735257988559,3.0891035427484264,5.3712832317833055,2.2635643105728183,Iris-virginica
+93,5.2861398478488395,3.3506512389246295,1.696676467561252,0.20726388248071692,Iris-setosa
+94,6.4868966719835575,3.0,5.528745655848866,1.788201460960222,Iris-virginica
+95,4.4000006338117705,3.2154329723841086,1.2945381001517953,0.20282378925571665,Iris-setosa
+96,4.841382585767841,3.0,1.4510126021745753,0.1,Iris-setosa
+97,4.8915850727677865,3.070122730311736,1.471878829572136,0.1,Iris-setosa
+98,5.741394517813019,2.884633990594128,4.2602340447034,1.309653078205991,Iris-versicolor
+99,6.056194479337912,2.906127597626517,4.511562475935395,1.4757003226389447,Iris-versicolor
+100,5.085342752966327,3.739147107551701,1.4934931223365067,0.4237910472154618,Iris-setosa
+101,5.8112486510506525,2.6967967964211668,5.106684259011935,1.8916843213259316,Iris-virginica
+102,5.60985863415093,3.0,4.203865223478293,1.3396483519226228,Iris-versicolor
+103,4.9334558507899,2.4262482459612373,3.422947434468468,1.0229161189120073,Iris-versicolor
+104,6.568581412902636,3.0,4.412962182382626,1.4125231632482556,Iris-versicolor
+105,7.703462636587938,2.585877817864167,6.899998761236756,2.29676463937285,Iris-virginica
+106,5.91344521595287,3.2157853367887825,4.784990372672145,1.7775488218849547,Iris-versicolor
+107,7.251230193295241,3.0,6.065370777840587,2.1096246222096875,Iris-virginica
+108,7.671181789216313,2.5654507602788286,6.9,2.2771546358725443,Iris-virginica
+109,4.400000764572455,3.181399522012724,1.332805457554348,0.2037374546777672,Iris-setosa
+110,6.264742005362106,2.688020473317936,4.90087653440615,1.7980648525393588,Iris-virginica
+111,6.118664037417848,2.810363821384646,4.721052399517113,1.194480808799609,Iris-versicolor
+112,6.612590545428535,3.1419136433198007,4.763314915665397,1.5593473184234201,Iris-versicolor
+113,4.9129668689008055,3.122234118889343,1.520255451631097,0.1,Iris-setosa
+114,6.690770229405278,3.0917719952482736,4.719404546674341,1.5005293115229366,Iris-versicolor
+115,4.816075309170225,3.374710020577652,1.8841174773267013,0.19842931183097706,Iris-setosa
+116,5.65274836392661,2.9856909322924623,4.204204692713666,1.319354080823638,Iris-versicolor
+117,6.709173116554814,3.0,4.980247284370763,1.7052511176479075,Iris-versicolor
+118,6.457165693913249,3.0,5.7913130570577644,2.1447966366788513,Iris-virginica
+119,5.009920305156753,3.619238874094398,1.36905879031617,0.20326609244477592,Iris-setosa

iris/tab_ddpm/5_4/0/test.csv

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

iris/tab_ddpm/5_4/0/train.csv

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

iris/tab_ddpm/5_4/0/val.csv

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

iris/tab_ddpm/5_4/1/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.194460326033089,3.3892905663972486,1.4010665990570152,0.20165740018250372,Iris-setosa
+1,4.812590968995102,3.0,1.4067597283466549,0.2995107606131316,Iris-setosa
+2,4.852647684963905,3.04020207711937,1.4655169219097837,0.1000001169578065,Iris-setosa
+3,5.505905674166409,4.199999171556873,1.3994131458159726,0.20140853603325856,Iris-setosa
+4,5.688918863113042,2.8836393202094297,4.092015815476162,1.2947462732283237,Iris-versicolor
+5,4.896318468203064,3.0,1.3734528554293208,0.20318321628527283,Iris-setosa
+6,5.567437032557543,2.639436909455773,4.437543671466962,1.263248229199651,Iris-versicolor
+7,5.800193966160689,2.7122022011616616,5.110842010267192,1.8966459041623045,Iris-virginica
+8,6.058995385622412,3.4009568765848592,4.520057570548924,1.5957889498786402,Iris-versicolor
+9,4.845169207758862,2.418676813564752,3.1746761130339936,0.9424438511904751,Iris-versicolor
+10,6.636759061250364,3.080889674488224,4.6873905666390465,1.478987870300928,Iris-versicolor
+11,5.5756201572767665,3.0,3.986587246834115,1.293262020842914,Iris-versicolor
+12,7.3322757714900515,2.885695038804985,6.327578411415976,1.8053161911086637,Iris-virginica
+13,6.684887997941306,3.0,4.9996245286821575,1.717455953434722,Iris-versicolor
+14,4.898105820365648,3.0,1.387158540629181,0.20253458052219558,Iris-setosa
+15,4.400000528883313,3.1868347931348397,1.2926558614475447,0.1922044388588518,Iris-setosa
+16,4.9993772292024365,2.0000004664323874,3.4382442894790355,1.0092857526212546,Iris-versicolor
+17,5.467801570256708,3.4044046644930077,1.8712566011777902,0.2036312591245166,Iris-setosa
+18,6.142341850875535,2.8218692914520833,4.715068476908119,1.253028112211819,Iris-versicolor
+19,6.483992667100624,3.209196305570191,5.166123289097382,2.017283462399419,Iris-virginica
+20,7.243983563909928,3.030389911494869,6.204757692644938,2.168814268916165,Iris-virginica
+21,6.731878373001338,3.2732393171969516,5.688622798060881,2.5,Iris-virginica
+22,7.706645493431969,2.5923544597367973,6.899998696747152,2.3110356893368316,Iris-virginica
+23,6.695251955909428,3.0,5.728419304053008,1.8047310250966746,Iris-virginica
+24,6.4971620889907165,3.0,5.78783694508674,2.1989286558075736,Iris-virginica
+25,4.908997069511261,3.0,1.418593519989156,0.2011298549304318,Iris-setosa
+26,5.0816479688719385,3.506729828261135,1.4002202491175963,0.20543751199828808,Iris-setosa
+27,7.735027315314807,2.5912255809681195,6.9,2.3028168981342603,Iris-virginica
+28,7.899998894256487,3.8290068083646616,6.440701634402165,1.9955755703885392,Iris-virginica
+29,5.883997282046941,3.1812189382337297,4.786885463336468,1.8162966485449343,Iris-versicolor
+30,6.1647787288581535,2.856067646525251,4.631120575101626,1.252967177625095,Iris-versicolor
+31,5.757779004284993,2.766230634874608,4.256725116547961,1.158092388858299,Iris-versicolor
+32,6.722885056879932,2.5094957110916747,5.774462723402731,1.8031729720792093,Iris-virginica
+33,7.597999364852642,3.0,6.611421386216719,2.0852155883345813,Iris-virginica
+34,6.7211187464950175,3.299914434269324,5.751826728822143,2.119323105070373,Iris-virginica
+35,5.3944190462874895,3.860508116800875,1.3343996997343142,0.355149011289498,Iris-setosa
+36,7.699148487940156,2.5622030439747454,6.899998140408238,2.2823829683398182,Iris-virginica
+37,5.380075172281979,3.8991012155712617,1.2895181071865882,0.47220748600976525,Iris-setosa
+38,6.098368211476186,3.3661503109638047,4.586853007251313,1.6043245845363099,Iris-versicolor
+39,4.575680989994757,3.6324158660909944,1.0,0.19413014239650206,Iris-setosa
+40,5.126736798141679,3.4986343442237327,1.385161328533819,0.1970303209883431,Iris-setosa
+41,4.78859248495586,3.0,1.4134795513538585,0.10000012837457221,Iris-setosa
+42,5.914540375351175,2.845231277624575,4.510457327548509,1.3972670706008663,Iris-versicolor
+43,6.781224831931617,2.787109504441486,4.78278372234317,1.3990935780991354,Iris-versicolor
+44,5.8219884464573886,2.7128219077850595,4.0907940000153005,0.95415017573209,Iris-versicolor
+45,5.695827085976365,3.7801736168041864,1.787156980378305,0.2976154366659401,Iris-setosa
+46,6.235115694713216,3.385122258432511,5.401509985549764,2.3042869324007595,Iris-virginica
+47,6.219071536907863,2.1867368864034495,4.471450496605292,1.4840853907289941,Iris-versicolor
+48,5.9709315731226145,3.4016835455512116,4.499068894074287,1.590812330326122,Iris-versicolor
+49,5.246089612146251,3.3757269654225155,1.5420845311907012,0.1983897593091552,Iris-setosa
+50,5.882591145069206,3.1934998142847038,4.808320236597707,1.8021779658043557,Iris-versicolor
+51,5.000714940326086,3.0,1.5751310132247842,0.19876961344557703,Iris-setosa
+52,5.709535767736461,2.872224065766625,4.205543482553862,1.2967049728564954,Iris-versicolor
+53,7.707545093539987,2.609680466911435,6.899998805213034,2.311682682004559,Iris-virginica
+54,6.265341698341815,3.0358869199269924,5.500577620100178,2.159562796452498,Iris-virginica
+55,5.004677972913332,3.4140590597038982,1.5648216627907787,0.3898827112253604,Iris-setosa
+56,6.531469001892475,3.2370879290919743,5.244267728169127,2.035610848301609,Iris-virginica
+57,5.67239695554237,3.0,4.2108110493237945,1.219191712729628,Iris-versicolor
+58,6.374821472842162,2.9875258552565085,5.525107732118192,1.8160492587208277,Iris-virginica
+59,5.3833365153225055,3.389967706477125,1.664819070930437,0.2019446561046115,Iris-setosa
+60,6.067484106109168,2.941362866314226,4.450406526925079,1.3468784212438671,Iris-versicolor
+61,6.9151731824265745,3.0909903991247294,5.095148288848364,2.3039221176463465,Iris-virginica
+62,4.8096362582254715,3.3929216762847534,1.894438640442758,0.19965681910820687,Iris-setosa
+63,4.784225991271038,3.387194933745807,2.139396643546576,0.20330190928735098,Iris-setosa
+64,4.4,3.199689180646485,1.3175972203397472,0.1951607571821615,Iris-setosa
+65,5.4949465436188705,3.0,4.520286051970111,1.4943590582261037,Iris-versicolor
+66,5.527635936885737,2.4056092687826967,3.7472250568831464,1.009280369085323,Iris-versicolor
+67,4.864068023523754,2.3830943899860584,3.2487637032126226,0.9830827149896111,Iris-versicolor
+68,4.923095155634616,2.3837904081859,3.248937124987492,0.9027822503353886,Iris-versicolor
+69,4.89430112283479,3.0,1.401081519304317,0.19834242746524527,Iris-setosa
+70,5.378202931144023,3.361273035341815,1.9028026485779383,0.20104818143171818,Iris-setosa
+71,5.6502731129315915,2.5462074933499497,4.001057446865809,1.0832135311838258,Iris-versicolor
+72,5.12757541616362,3.29255458811707,1.5904786577400958,0.4964944226600145,Iris-setosa
+73,5.502062041054688,3.0,4.512781066958931,1.499674612111433,Iris-versicolor
+74,5.552213508453457,2.4321308564962076,3.752501489885862,1.0100662629237072,Iris-versicolor
+75,5.590718266351358,2.932395135007043,3.775083502673108,1.306295574612262,Iris-versicolor
+76,4.912705063938433,2.415088504649489,3.274245960915657,1.007987729133273,Iris-versicolor
+77,4.4,3.1927668512409433,1.3173231454372751,0.19863199171606044,Iris-setosa
+78,4.874235554924347,2.408720525284952,3.1843779497951266,0.965779118705751,Iris-versicolor
+79,7.693978282304218,2.6106836893750143,6.899998822723658,2.3054247227890596,Iris-virginica
+80,5.087492269241572,3.579206256960219,1.418992436501772,0.21214163377710882,Iris-setosa
+81,5.17474512702265,3.389668964253899,1.3848976342946586,0.20042953853100612,Iris-setosa
+82,5.7945644118345525,2.701832725995402,5.084872168216936,1.8942105462358474,Iris-virginica
+83,5.984217695004929,3.376926717193703,4.4893645700528495,1.5733183456171267,Iris-versicolor
+84,6.7071553024456545,3.2822064769156087,5.694309799044373,2.5,Iris-virginica
+85,7.690076350299516,2.6367415191175123,6.899998140425103,2.2880850117754825,Iris-virginica
+86,6.703322036613171,3.3066314277844304,5.668591060217198,2.5,Iris-virginica
+87,7.695857357402435,2.7979803592441392,6.710011441714282,1.994341486603482,Iris-virginica
+88,7.696019472203918,2.6171050850722537,6.9,2.292058429378074,Iris-virginica
+89,4.4,3.2257595846545914,1.2875251635807312,0.19811188177960343,Iris-setosa
+90,6.2848533737495575,2.5071955950131257,5.007418662864001,1.9006741512254182,Iris-virginica
+91,6.187747424646379,3.353239410643697,4.615901107062644,1.6032250183663581,Iris-versicolor
+92,6.617820003556486,2.797276455136237,4.745207703107095,1.3642156647123411,Iris-versicolor
+93,6.431643830045843,2.9013419632471518,4.28489451589307,1.3081189609299364,Iris-versicolor
+94,7.688609522807092,2.6053737374600647,6.899998852403639,2.301772022887327,Iris-virginica
+95,5.471486556023968,3.0,4.502070858968865,1.4914679742396795,Iris-versicolor
+96,5.116759265978371,3.494594142516248,1.3916186163317925,0.19755036858876845,Iris-setosa
+97,6.292427052466845,3.3693612402408664,5.446249420331108,2.2941311721710473,Iris-virginica
+98,7.6930651857323165,2.602795704221145,6.9,2.2996385153965266,Iris-virginica
+99,7.640619565566309,2.8073196274033156,6.6502018166831345,1.9583621225950427,Iris-virginica
+100,7.725021585054,2.6116131146914037,6.899998970313491,2.288058674717518,Iris-virginica
+101,5.851163747503689,3.2157714409316505,4.742014489631235,1.7255471723575315,Iris-versicolor
+102,5.523379354483408,3.0,4.495098719834322,1.4822988221528766,Iris-versicolor
+103,5.568599623300866,2.935727451277749,3.647578039136735,1.2908662702518203,Iris-versicolor
+104,5.0088142777122995,2.0,3.46782231389645,1.013767848238821,Iris-versicolor
+105,5.66962596544504,3.0,4.170040003235384,1.242548703748903,Iris-versicolor
+106,5.652944901016438,2.8405497753079887,4.406169502072335,1.300341365886457,Iris-versicolor
+107,5.622082532422278,3.0,4.003592564930615,1.2991283812019772,Iris-versicolor
+108,6.535247181827803,3.0,5.4877513549063694,1.816621002521252,Iris-virginica
+109,5.755976179319554,2.6859884230316022,4.160987025737255,1.016624390063675,Iris-versicolor
+110,5.7921879854320855,2.704928250803058,5.104457519023256,1.9002120506680018,Iris-virginica
+111,6.813078260743077,3.19931674692971,5.882490409289702,2.2943646222777283,Iris-virginica
+112,6.263830938998462,2.503909386899389,4.990049599452158,1.8706169465933686,Iris-virginica
+113,4.765821951016817,3.0,1.3444196644217703,0.1,Iris-setosa
+114,4.807148174218454,3.3807404582630687,1.5696937949380683,0.201600901725053,Iris-setosa
+115,4.893317929239451,3.105625150181632,1.5104719310239432,0.1,Iris-setosa
+116,6.694058592930524,3.2973359629633165,5.707759319576353,2.4999995737550926,Iris-virginica
+117,6.744411486288544,2.8044129437697563,4.740392960125138,1.3585450762589004,Iris-versicolor
+118,5.681754898705703,3.7856199201564222,1.5635598525066872,0.3076644918920031,Iris-setosa
+119,6.268397933309323,3.295530755754542,4.680526640133982,1.5884917252399515,Iris-versicolor

iris/tab_ddpm/5_4/1/test.csv

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

iris/tab_ddpm/5_4/1/train.csv

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

iris/tab_ddpm/5_4/1/val.csv

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

iris/tab_ddpm/5_4/10/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.636620195232193,2.7041346876280614,4.442021784852802,1.2638127966860162,Iris-versicolor
+1,5.8606997537384,2.830311259074119,4.61225045017541,1.3323622430585227,Iris-versicolor
+2,5.886338235506965,2.9849222400631135,5.095067622968955,1.8196447348700038,Iris-virginica
+3,6.003737338232777,3.4028731788676487,4.4752419867859405,1.596437287851976,Iris-versicolor
+4,6.712196248793841,3.302847478789737,5.71730621371047,2.4999996258472996,Iris-virginica
+5,5.677729565516527,3.0,4.192276527700491,1.2604542125668847,Iris-versicolor
+6,4.851525447153206,2.4268416352600366,3.0590656239324416,0.8837494059123752,Iris-versicolor
+7,6.300675869791037,2.3244468848748188,4.390369149351148,1.2979854097076626,Iris-versicolor
+8,6.793870578550482,2.824192072692166,4.759205470362216,1.4103403005995476,Iris-versicolor
+9,7.647905135102453,2.606518467614872,6.899998279212298,2.2934998557019552,Iris-virginica
+10,5.021592223956835,2.0,3.607986043199836,0.9438003587048645,Iris-versicolor
+11,5.938783584160269,3.201488571949792,4.774095539747655,1.814727614966289,Iris-versicolor
+12,5.025164372460652,3.2844904407422417,1.6674308463402447,0.42819451925374025,Iris-setosa
+13,7.7176856531175515,2.6147234601734226,6.9,2.3057723909554646,Iris-virginica
+14,5.130649264874778,3.7480022509509037,1.4378082724571348,0.401166472601584,Iris-setosa
+15,5.542936712878094,2.4246937462307985,3.804035245581966,1.0603706335037244,Iris-versicolor
+16,5.0549797580257385,3.5220622951995773,1.4364393046019364,0.20178383861150603,Iris-setosa
+17,7.606560656371884,2.9913114652576946,6.6339773536973246,2.074692857878362,Iris-virginica
+18,5.612330267185926,3.0,4.06422531547698,1.3012967348952857,Iris-versicolor
+19,5.938740283870899,3.4109510203728166,4.475931190866443,1.5816563966021646,Iris-versicolor
+20,5.030015323183502,3.3536138451018567,1.5695987962193914,0.4446170926470247,Iris-setosa
+21,5.011900279387985,3.0,1.6728253191320628,0.1974320770756249,Iris-setosa
+22,6.085944073587054,3.0,4.598531516698012,1.4028220055717189,Iris-versicolor
+23,5.891362988714381,3.2048655475158387,4.809958650042295,1.7908430637011605,Iris-versicolor
+24,6.797998687665367,3.1515922027023455,5.116732497563813,2.253561317009661,Iris-virginica
+25,6.236579483360527,3.374211647514803,5.40395980815522,2.2877982092696016,Iris-virginica
+26,4.800547984560497,3.0,1.3914816117577193,0.10000012257632977,Iris-setosa
+27,6.706243484163179,3.273424937922201,5.645855306697685,2.499999196628316,Iris-virginica
+28,5.368892444930735,3.4109861362813434,1.4953870297499496,0.4725809097262654,Iris-setosa
+29,6.684914684501728,2.498637293731821,5.733626484244183,1.7956841279717262,Iris-virginica
+30,4.493856478231229,2.3008438448883615,1.3030106746061176,0.2969002247053166,Iris-setosa
+31,6.708849725823286,3.0,4.973950478377138,1.6860547804450259,Iris-versicolor
+32,6.302859032959423,2.710416075906114,4.899233192604879,1.7755323168799138,Iris-virginica
+33,7.714715204243174,2.5776662138905393,6.9,2.3069697231120863,Iris-virginica
+34,5.030451568011385,3.6080268627352097,1.4054044417020453,0.20368495586199298,Iris-setosa
+35,6.21965460202189,3.4006265767032637,5.42583408261436,2.313811806929955,Iris-virginica
+36,5.996045119962888,3.4032772562378306,4.539414607355531,1.6271218384747779,Iris-versicolor
+37,5.245176030231696,3.3521323739404636,1.5504453213934468,0.4254785157344029,Iris-setosa
+38,5.403302641858624,3.388160753170162,1.7549542845470043,0.20304282057979267,Iris-setosa
+39,5.523257741681502,2.601818833545628,4.372400196636315,1.189769448599685,Iris-versicolor
+40,5.971272710366622,2.9132311108791344,4.441023198382005,1.30652586160301,Iris-versicolor
+41,6.678856345544821,3.2863848485825224,5.673988736483373,2.0942786653787544,Iris-virginica
+42,6.705754967751122,3.0,4.9960294451284994,1.7097557730174517,Iris-versicolor
+43,5.7816969868298065,2.798644310937807,5.086148713092049,2.4076018609168797,Iris-virginica
+44,5.403822557183195,3.9098132157402934,1.3257035843182008,0.36244990216686623,Iris-setosa
+45,4.998222137586375,2.00000069739762,3.423738192351683,1.00751004524594,Iris-versicolor
+46,5.113643607377831,3.6574562520911553,1.5067168970514617,0.43823368288702963,Iris-setosa
+47,5.3203483566190215,3.7231607263370576,1.5094699213463236,0.2040244268758522,Iris-setosa
+48,5.788669298294142,2.6603424132631437,4.084533306863738,0.9532674430314705,Iris-versicolor
+49,6.065211658354764,3.0,5.085978047912353,1.8081047417469518,Iris-virginica
+50,5.820118207902122,2.7016468782050005,5.128685253110494,1.8915946291005823,Iris-virginica
+51,6.260108052306639,2.178506122390519,4.440284945831603,1.490728871099511,Iris-versicolor
+52,5.5578170094373105,3.0,4.421209229040762,1.4399383851223755,Iris-versicolor
+53,6.31313995564667,2.28678557915962,4.384920758967757,1.3019419979636166,Iris-versicolor
+54,5.945604509223363,2.788411050441758,4.659120913254742,1.2214089709618798,Iris-versicolor
+55,5.804636180495363,2.6987181944321263,5.098853983991126,1.9078620622390552,Iris-virginica
+56,5.890060649811367,3.18546545477913,4.783571955649389,1.7871513449749734,Iris-versicolor
+57,4.99609212955213,2.000000529163663,3.4762837430387012,0.9298938563672239,Iris-versicolor
+58,5.794418706528009,2.796587019135293,5.138115750092067,2.3979835671083936,Iris-virginica
+59,7.687939872068273,2.629397190432668,6.899998622529306,2.2961730919432797,Iris-virginica
+60,6.172374648492966,2.193573308204596,4.487807697249532,1.4990805607182025,Iris-versicolor
+61,6.338833425802427,2.4892797139995797,5.047029006885029,1.8922778608839907,Iris-virginica
+62,5.8747410158625035,3.0,5.136215318626879,1.8058556819627753,Iris-virginica
+63,6.293898326461143,2.7138786277675497,4.87493102528867,1.7993590970839977,Iris-virginica
+64,5.4609106764467175,3.0,4.502751743024637,1.4938561735433413,Iris-versicolor
+65,5.560023565273925,2.5166105688626406,3.8861890151051917,1.1316007987250505,Iris-versicolor
+66,5.6130235171873215,3.827321801731303,1.5584864160461318,0.287318970940126,Iris-setosa
+67,6.3054210509084285,2.308924255190776,4.428696038484121,1.3118860456714245,Iris-versicolor
+68,5.018635477155423,3.359516901332293,1.6948239442168607,0.4420697367427675,Iris-setosa
+69,7.2494307694356905,2.9051470871632312,6.252084223434835,1.8056357413183073,Iris-virginica
+70,7.687222720680758,2.794672516768942,6.686005005078198,2.0157835572994434,Iris-virginica
+71,6.566650958129732,3.0,4.384841590664552,1.3851197522026957,Iris-versicolor
+72,6.522406973978346,3.0,5.891389051692229,2.183876473298387,Iris-virginica
+73,5.568351566891722,3.0,3.967701246031349,1.2967468678346197,Iris-versicolor
+74,4.8102385117941235,3.4087367379249858,1.6827416222778935,0.19740126912277323,Iris-setosa
+75,4.82196754152088,3.0,1.4253241223543565,0.304668865378692,Iris-setosa
+76,5.213972872297935,3.412483269576325,1.3907454469842573,0.19918736317942254,Iris-setosa
+77,4.972435667961039,3.0,1.839143163921627,0.19978930900983305,Iris-setosa
+78,6.56686260880699,3.0,4.382063050301845,1.3834654323608595,Iris-versicolor
+79,4.400000657056646,3.188184686255751,1.266945398667249,0.20032656527633394,Iris-setosa
+80,4.987897570812837,3.384101431305138,1.5773173363164288,0.4574428014116382,Iris-setosa
+81,5.68021471162199,3.0,4.014111713508299,1.2128950084275976,Iris-versicolor
+82,6.195004762780741,3.0,4.607553829494205,1.4389676719504285,Iris-versicolor
+83,4.61419104082575,3.211604434023958,1.4026779300012393,0.20343104364474263,Iris-setosa
+84,4.90444946780679,3.0,1.3904190386374091,0.20022705828486298,Iris-setosa
+85,5.013981475198744,3.6200357655704574,1.3814995432172679,0.19982958463456585,Iris-setosa
+86,6.209987113147646,2.339387377177198,4.330519333703488,1.304806906748916,Iris-versicolor
+87,6.194523775858027,3.419172919335886,5.422271588295858,2.3220843527528228,Iris-virginica
+88,6.3505851559645565,2.89577689401445,5.261829073372268,1.7711887106404165,Iris-virginica
+89,5.084383570971567,3.3325721231288425,1.569535918830946,0.49614972578603855,Iris-setosa
+90,4.767004452111177,3.0,1.4087492044010672,0.2997423092712057,Iris-setosa
+91,6.178619281522087,2.2050178070061404,4.516406146509059,1.4921383197077993,Iris-versicolor
+92,5.991293158152696,2.8773947428833546,4.480519008550526,1.5047221164986468,Iris-versicolor
+93,5.4784510587854225,3.0,4.483850001382601,1.5024913761765377,Iris-versicolor
+94,6.451340866845682,3.0,5.796833617810734,2.1193143882828975,Iris-virginica
+95,7.639180392523882,3.0,6.636903742747725,2.1037998000822244,Iris-virginica
+96,4.825791118170426,3.388834492002317,1.8540067741350255,0.20120508605536674,Iris-setosa
+97,7.698045534851034,2.6355996255345056,6.9,2.309643831689865,Iris-virginica
+98,7.042538604925011,3.0,5.85159771403753,2.1113213269106055,Iris-virginica
+99,5.552905521969002,2.4550764380409857,3.7614389203515923,1.0615750548065714,Iris-versicolor
+100,5.412243671274055,3.875003137492748,1.2983241042451938,0.3612500247962054,Iris-setosa
+101,7.611532739557512,3.0,6.592628965068323,2.0924076262886935,Iris-virginica
+102,5.965078295748675,3.4114920330272676,4.452185616684956,1.594560627917637,Iris-versicolor
+103,6.687960630670755,3.0,4.954850220917056,1.6953005007318989,Iris-versicolor
+104,5.446665923372935,2.4284213954757776,3.7740425401329905,1.03719599565933,Iris-versicolor
+105,5.776649119045525,2.796558642778443,5.183589287293126,2.4082211379796425,Iris-virginica
+106,4.812704065549796,3.402259572494081,1.6441548488161397,0.20233914613690637,Iris-setosa
+107,7.716832037728922,2.817104009732648,6.69602186287125,2.010750059774676,Iris-virginica
+108,4.579620575108147,3.6359083116043553,1.000000364297997,0.20020907939802285,Iris-setosa
+109,5.795894197790292,2.6669725377436877,4.090399519200391,0.985648106117988,Iris-versicolor
+110,7.727283863172741,2.6367149291485816,6.9,2.28650054061718,Iris-virginica
+111,4.796453035595488,3.4098614151606377,1.634910650211325,0.20016319505281957,Iris-setosa
+112,5.3693873914131185,3.3868172271625836,1.5770940899256094,0.20322326562870793,Iris-setosa
+113,4.899455110604481,3.0,1.4163825728044916,0.2028163106805517,Iris-setosa
+114,6.69246400477429,3.0,4.966669768503281,1.6843615746074276,Iris-versicolor
+115,5.798347354956009,2.703366618929497,5.1126870885655435,1.9042229458045103,Iris-virginica
+116,4.823119442519235,3.381127287626112,1.9085101972571266,0.19825959143444846,Iris-setosa
+117,6.713640805830625,3.079201755021434,4.796234164669349,1.5902826752023,Iris-versicolor
+118,4.900304543769099,3.0,1.4089872127844492,0.19746471900925022,Iris-setosa
+119,5.009404870236934,3.0,1.5643866125350168,0.20354769969523148,Iris-setosa

iris/tab_ddpm/5_4/10/test.csv

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

iris/tab_ddpm/5_4/10/train.csv

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

iris/tab_ddpm/5_4/10/val.csv

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

iris/tab_ddpm/5_4/11/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108069175795475,3.2839073471012554,1.6675351599337571,0.5025031426581602,Iris-setosa
+1,6.204982593692513,3.3818186664896164,5.408403768937475,2.2862314749318102,Iris-virginica
+2,6.759588814528938,2.83282529910092,4.818512139178903,1.4261364779133998,Iris-versicolor
+3,5.704678008581158,2.8515310464431263,4.28124021080008,1.3072066405430538,Iris-versicolor
+4,5.31784689276016,2.3882758714595345,3.528327298497649,1.0241852501559754,Iris-versicolor
+5,4.9016779440393226,3.106767023828322,1.5095841815640008,0.10000012944979149,Iris-setosa
+6,4.808900483640079,3.0,1.4383171990424322,0.100000105575811,Iris-setosa
+7,4.792861908210893,3.0,1.372623876538667,0.1,Iris-setosa
+8,7.6905441737355975,2.610691082062425,6.899998911636217,2.2839413013650796,Iris-virginica
+9,5.476986745830489,3.0,4.511326055336041,1.4998613051368077,Iris-versicolor
+10,6.88227052338839,3.1529007611566415,5.9078836463569795,2.2818963498933966,Iris-virginica
+11,4.921590988797044,2.419468841506384,3.254951619945027,0.9930532284935494,Iris-versicolor
+12,7.452769114571069,2.911169404838048,6.45450545984927,1.9356401753896724,Iris-virginica
+13,4.975883480787448,2.405657317158255,3.4819178438719507,0.9895320553413531,Iris-versicolor
+14,5.13278664852065,3.313854575052553,1.693283242064861,0.49304294437239105,Iris-setosa
+15,5.4270049247636525,3.4342619378071637,1.817180539425284,0.19949237004540193,Iris-setosa
+16,7.899998565710174,3.7965558025775477,6.402173863604111,2.003558354374606,Iris-virginica
+17,4.8560154627179,3.029057152144984,1.456060644245185,0.10000009574347204,Iris-setosa
+18,5.800297597992231,2.695793088684445,5.106917152275039,1.9006259320820662,Iris-virginica
+19,6.006389269123986,3.3657662149022385,4.525859679908431,1.6113615612127559,Iris-versicolor
+20,6.072714277353156,3.0,4.475373376306957,1.3788228714954045,Iris-versicolor
+21,7.69848150717302,2.631344409294072,6.899998522932796,2.301164541177323,Iris-virginica
+22,6.6934679928627245,3.290405441647479,5.660745032201969,2.499999541975515,Iris-virginica
+23,7.67937731795752,2.6322004624655677,6.9,2.3112341229152977,Iris-virginica
+24,5.509486124028847,3.0,4.50809509221429,1.5010823177502124,Iris-versicolor
+25,6.512466144470753,3.0,5.84549765730826,2.2173599027467272,Iris-virginica
+26,6.062413189814377,2.246819697363148,4.189393430015928,1.093004281638957,Iris-versicolor
+27,7.9,3.8384838225809337,6.395912656838827,2.009275207311812,Iris-virginica
+28,4.992340393080406,3.0,1.5701638042482111,0.2009106024373836,Iris-setosa
+29,6.676481222177154,3.0275520686638293,4.6656235302513664,1.4541746857953353,Iris-versicolor
+30,6.155978896294739,2.2585269144411333,4.282542818302808,1.1444821013129294,Iris-versicolor
+31,6.69045839828992,3.0,5.015712936102081,1.7059719544244136,Iris-versicolor
+32,5.410349388159093,3.9288832838255967,1.2624065081810707,0.4248629591195334,Iris-setosa
+33,5.383055585665355,3.40418034437588,1.5774061538063435,0.2004749126760566,Iris-setosa
+34,5.070231728577799,3.3067484155687157,1.6648844189866845,0.5022348791259585,Iris-setosa
+35,6.670971332104406,3.285472934008594,5.606731783347094,2.5,Iris-virginica
+36,6.245993320705244,2.8966503170190054,5.572792979344744,1.798082678369124,Iris-virginica
+37,6.302008106847146,2.3120091139146557,4.401271376062531,1.3135974363173608,Iris-versicolor
+38,4.987140227582929,3.614121899983624,1.4035382463897987,0.20400088509493913,Iris-setosa
+39,5.238250579116344,3.3067265423036716,1.7166976368418922,0.2027203387194214,Iris-setosa
+40,5.59510499650208,2.7400456805615794,4.479685346660261,1.2727717730708168,Iris-versicolor
+41,6.69052638003581,3.3028143681080606,5.660759575666205,2.5,Iris-virginica
+42,5.654551186914209,2.5218660015291374,3.9587478399428138,1.0710383375925177,Iris-versicolor
+43,5.003362703207692,3.591670697267895,1.3993479685244328,0.19646035674087808,Iris-setosa
+44,5.105547632447278,3.510145272264578,1.4132912257155659,0.19824098305271526,Iris-setosa
+45,5.527114208577037,2.363103957150161,3.723371406573371,0.8377362495331293,Iris-versicolor
+46,5.2995542719518,3.7341897785158507,1.4973792465977658,0.21478356115908454,Iris-setosa
+47,4.8992833808049365,3.122586974735852,1.5073605087488489,0.1,Iris-setosa
+48,4.4,3.2093778897483243,1.299387741554551,0.19840552519345123,Iris-setosa
+49,4.978360019503764,2.0,3.3809668961700585,0.9694046000439773,Iris-versicolor
+50,6.029224672488791,3.3788359991629306,4.5358489419515315,1.6159338574468147,Iris-versicolor
+51,5.090909350935888,3.5059660498066174,1.4093860091528896,0.207187314311518,Iris-setosa
+52,6.871611463588257,3.1043954454335583,5.079577021147794,2.299684024245628,Iris-virginica
+53,6.047038135436966,2.7779618666599286,4.673855471355617,1.1835573264666537,Iris-versicolor
+54,7.696331975485909,2.5986403034011256,6.9,2.305694298892559,Iris-virginica
+55,6.70595290588419,2.5004695238274315,5.867249176353455,1.8107328629268695,Iris-virginica
+56,6.251981564647706,3.3423886154475824,4.662452415491498,1.6022530067413527,Iris-versicolor
+57,4.4,3.1630533408722354,1.3010635434402942,0.19181776654920168,Iris-setosa
+58,4.802991029818396,3.4129130009442488,1.9825529230230348,0.19689744624314715,Iris-setosa
+59,7.705022050202524,2.5870735438672767,6.899998921555596,2.2947156255687076,Iris-virginica
+60,6.007628482813232,3.393780867105357,4.491869507619126,1.605517510708982,Iris-versicolor
+61,6.216850316007374,2.232850358789399,4.489199319158373,1.4587574990682937,Iris-versicolor
+62,6.733410038350109,3.2836899390815613,5.617432088730407,2.5,Iris-virginica
+63,4.762265880370981,3.35077880653664,1.5575108813696517,0.19610845639620103,Iris-setosa
+64,6.710392099727263,3.299973976449823,5.645588342875139,2.5,Iris-virginica
+65,6.0825455283482475,2.8087329495618905,4.690222006391837,1.1859411693809854,Iris-versicolor
+66,6.698969555093271,3.0,5.003054867161044,1.7009134469943645,Iris-versicolor
+67,6.4949001092993655,3.0,5.770815736354758,2.1641935562332697,Iris-virginica
+68,5.012386831334161,3.39140913881453,1.70487007742949,0.44490433538319646,Iris-setosa
+69,6.24561927542862,2.8871426075843365,5.57718112803746,1.7911409227411936,Iris-virginica
+70,6.303180431545927,2.46797751532226,4.990751485910451,1.9010683756277225,Iris-virginica
+71,7.700718077007904,2.605101465056993,6.8999983494125665,2.2729331423377497,Iris-virginica
+72,4.592281174487095,3.1773253648124022,1.3843982510781037,0.20370259054300519,Iris-setosa
+73,7.899998960202722,3.8399683983380344,6.400252705421356,2.0009077472747006,Iris-virginica
+74,6.0917888143231185,2.80492653900832,4.713786118338374,1.2063669915287976,Iris-versicolor
+75,5.805805076743057,2.7842817770972004,5.085047844310953,2.402164016857406,Iris-virginica
+76,5.402442805596697,3.9071154332075833,1.2711821734165982,0.46883106492391924,Iris-setosa
+77,6.391996757697437,2.894794914865525,4.288301448214708,1.2892580822681046,Iris-versicolor
+78,6.686575261924205,3.0,4.997164524616232,1.7049211269265845,Iris-versicolor
+79,5.7818180170123865,2.798083237296866,5.100104262000184,2.3939861364235084,Iris-virginica
+80,5.252223327529723,3.251968381008048,1.742736911725092,0.20034212938349877,Iris-setosa
+81,6.6480758901542405,3.08000841534611,4.790380453000115,1.556166604886746,Iris-versicolor
+82,5.654062886428656,2.887784730059583,3.9831261659615684,1.3092218696363431,Iris-versicolor
+83,5.730745382131742,2.8079958856137712,4.500983575555037,1.2961559791032307,Iris-versicolor
+84,6.468304396890925,3.218371771772954,5.088354519413113,2.0212053573843862,Iris-virginica
+85,4.90802525532289,3.0,1.3989978504831768,0.1950515163775723,Iris-setosa
+86,6.282618193752667,2.7182521593466604,4.887175708965437,1.7925842882654688,Iris-virginica
+87,5.086243360238244,3.6135109031931156,1.508783431367152,0.42218017129658963,Iris-setosa
+88,5.966598479268085,2.203430849472315,3.945186526157494,0.9686659251766692,Iris-versicolor
+89,5.900774580608278,3.20917010957947,4.817885383082834,1.7823363245261088,Iris-versicolor
+90,5.498253274509464,4.2,1.4013251938159375,0.2048595031309426,Iris-setosa
+91,5.664788129983806,3.0,4.211579026532021,1.2281210163487515,Iris-versicolor
+92,4.756946755268184,3.392210212148958,1.8910900441692995,0.20116407810954479,Iris-setosa
+93,5.488335121565407,4.199999369663077,1.3994410176010907,0.20039977987514734,Iris-setosa
+94,4.602563388946122,3.6199308906095133,1.0,0.1936142382943996,Iris-setosa
+95,5.821030272444514,2.801064599321743,5.178184144314471,2.403081024079931,Iris-virginica
+96,5.048030151182133,3.350106574356904,1.6914440759022151,0.48182979711662677,Iris-setosa
+97,6.309296351950647,2.5056936856101717,4.9902251047872666,1.8906565358478093,Iris-virginica
+98,5.373164888534014,3.36795098502936,1.5773018349503336,0.19604915515292343,Iris-setosa
+99,5.790756294891647,2.80294999021362,5.192107606408016,2.4045299233365967,Iris-virginica
+100,6.683429394572595,3.0,4.993745690884797,1.6813943480183964,Iris-versicolor
+101,5.616476820173532,2.908643447800734,3.764603738435209,1.2927073022503768,Iris-versicolor
+102,5.4741708301812215,2.6183977277332424,4.428745909555284,1.2242763130304504,Iris-versicolor
+103,5.813653116172953,2.713847223634544,5.134361295798387,1.9018815075751432,Iris-virginica
+104,5.649302543746007,2.6863744987778935,3.910925367651336,1.1800914259925193,Iris-versicolor
+105,4.788358165838168,3.0,1.4033864414730042,0.2961176395652362,Iris-setosa
+106,5.689940694603424,3.0,4.213710878271149,1.2257237042697628,Iris-versicolor
+107,5.579635382071615,3.0,4.085347842189941,1.3228820657702467,Iris-versicolor
+108,6.81246208097405,2.548193654122664,6.06935584667339,1.8175787110254678,Iris-virginica
+109,6.822236853288766,2.786674089421308,4.802238170026354,1.4037359880065048,Iris-versicolor
+110,5.551520320082192,3.0,4.501038660557254,1.4582551337540473,Iris-versicolor
+111,6.830885736236269,2.805031971348156,4.8318370533108945,1.408446827461816,Iris-versicolor
+112,6.005462066098029,2.8675141483824524,4.508948270795112,1.3211394578426765,Iris-versicolor
+113,7.9,3.7717639724262466,6.39723628919356,2.02192831104629,Iris-virginica
+114,4.589666543398559,3.6503272701552207,1.0,0.20152165856417403,Iris-setosa
+115,7.703020034818448,2.611104766038753,6.9,2.3061550044267705,Iris-virginica
+116,5.398270136578582,3.3871149249844734,1.49937303697185,0.44668675894948706,Iris-setosa
+117,6.700752347386124,2.4955596247586143,5.80055271176057,1.7994332401319302,Iris-virginica
+118,6.25776903986785,2.571826460969118,4.966084811532868,1.872531927380921,Iris-virginica
+119,7.9,3.829856305922819,6.357484805681634,2.0181941166753496,Iris-virginica

iris/tab_ddpm/5_4/11/test.csv

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

iris/tab_ddpm/5_4/11/train.csv

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

iris/tab_ddpm/5_4/11/val.csv

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

iris/tab_ddpm/5_4/12/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.59361557642306,3.225411518704655,5.27028078860821,2.049619565614724,Iris-virginica
+1,6.544761969522894,2.9924562091641134,4.366952665755062,1.35894866977285,Iris-versicolor
+2,5.441529427655055,4.2,1.382181489888862,0.1990397598800875,Iris-setosa
+3,5.002818603877126,3.0,1.616250906589594,0.20435542025035439,Iris-setosa
+4,5.8112715088510045,2.812809062098621,5.104443118883448,2.4007979614747885,Iris-virginica
+5,5.6890755848765115,2.7905908953943586,4.479062178178159,1.2806098193322166,Iris-versicolor
+6,6.056744601696412,3.0,4.600988833956628,1.4233421571467244,Iris-versicolor
+7,5.806948553002231,2.7368782300622074,4.160889409645229,1.0023174075218724,Iris-versicolor
+8,6.3785225770954375,3.12328954470169,5.090249031090658,1.9665176886614628,Iris-virginica
+9,4.892054995117092,3.0785477223244433,1.469816549063741,0.1,Iris-setosa
+10,4.796682326173202,3.396721456910927,1.7427363993267961,0.20235118285415418,Iris-setosa
+11,5.353527088388309,3.8462288953454875,1.3168591012500406,0.3764816441012447,Iris-setosa
+12,7.683387206892835,2.8869019683279378,6.690445430868771,2.039459652833229,Iris-virginica
+13,5.642939700489626,2.541241410468381,4.001922355534036,1.1522357201059594,Iris-versicolor
+14,5.431729781504579,3.0,4.498147106771113,1.4864561379081132,Iris-versicolor
+15,5.80158425266866,2.688789794076313,4.068678344107184,0.887644268735402,Iris-versicolor
+16,5.919106032996644,3.2096193245689615,4.804815158527063,1.7842725815991078,Iris-versicolor
+17,4.802906746354786,3.0,1.3980483891049154,0.3263671393729931,Iris-setosa
+18,5.283258971584981,3.6600871554035694,1.4963196157900451,0.1970784737395498,Iris-setosa
+19,5.549484748388329,3.831956711533714,1.5372149048619368,0.26953314088722635,Iris-setosa
+20,7.688465136523179,2.6015247162843007,6.899998916672343,2.2924044941005537,Iris-virginica
+21,6.111542881299224,2.9717898326681262,4.559661429096739,1.452997472584185,Iris-versicolor
+22,6.320252508303074,2.47324555693629,5.003603698842707,1.893327176177965,Iris-virginica
+23,4.816613712807057,3.0,1.4034306314261553,0.1,Iris-setosa
+24,5.413159087537013,3.0,4.475671759970694,1.4706487798764423,Iris-versicolor
+25,4.621736751337962,3.2141372229456397,1.4003178534784713,0.20526119231013099,Iris-setosa
+26,4.776938330588717,3.4020489904130007,1.5709336485680292,0.197699635455358,Iris-setosa
+27,6.348767684691396,2.9905478744738017,4.449062964333914,1.373728310612089,Iris-versicolor
+28,4.602226161929268,3.616450717644783,1.0000004758634495,0.19987684788312696,Iris-setosa
+29,5.693307704547593,2.7570301999295483,4.472608977759087,1.281496543206011,Iris-versicolor
+30,6.717489961361296,3.352091999711506,5.639252127038539,2.5,Iris-virginica
+31,6.668834537985164,2.4995001957582987,5.794847895939246,1.8028346506661506,Iris-virginica
+32,5.6133634994164066,3.0,4.110409616953893,1.2846304681058696,Iris-versicolor
+33,5.073090385184978,3.267794928164237,1.549887383251506,0.45100355831917066,Iris-setosa
+34,5.126093247571294,3.504175347941077,1.40022666825138,0.20170129559450223,Iris-setosa
+35,5.381712864266354,3.3778137466010945,1.8384732019812728,0.1960311675654302,Iris-setosa
+36,6.46347151248744,3.2837865939796003,5.215092672713128,2.064865153404928,Iris-virginica
+37,6.443439352331521,2.8947219849552064,4.293577450802735,1.2926012861234861,Iris-versicolor
+38,7.691047481956873,2.568931909296951,6.9,2.2974596308333486,Iris-virginica
+39,5.270635345928402,3.653707983066754,1.4838435730924178,0.1987191241722412,Iris-setosa
+40,5.971837303176592,2.8091724578428208,4.613883741591618,1.292660887013498,Iris-versicolor
+41,5.35903437971067,3.514923827305884,1.5496152246108381,0.349694114694814,Iris-setosa
+42,5.6476792561255955,3.0,4.200367526919647,1.2770682897788388,Iris-versicolor
+43,5.345981517910874,3.0,4.45843583959892,1.503832711889634,Iris-versicolor
+44,6.416479997608218,2.9033451390619422,4.274764431098345,1.3241999830819102,Iris-versicolor
+45,5.022389072837826,2.3921873930616195,3.275597998020494,0.9551266974907362,Iris-versicolor
+46,6.482782221741016,2.9556319784436687,4.351320835297563,1.3473149225695629,Iris-versicolor
+47,5.53623195596362,2.464794212029142,3.8967049938446268,1.0408420776928238,Iris-versicolor
+48,5.856298580117631,2.7952327180292196,4.634545487991196,1.2038892049089864,Iris-versicolor
+49,5.080752902789343,3.7278409685874485,1.484501893233467,0.3951005315223045,Iris-setosa
+50,5.596561073806446,2.5345252524213673,3.894593546246525,1.0863389812965725,Iris-versicolor
+51,5.3031976549078115,3.36507850699066,1.5026446635890154,0.40394951889338404,Iris-setosa
+52,7.681950359040746,2.613251278749653,6.899998911129675,2.3028520155709384,Iris-virginica
+53,4.78858687504462,3.3960772510355604,1.79074048423592,0.19692714917504545,Iris-setosa
+54,5.874618330885448,3.0,5.118052931355583,1.7831517237343149,Iris-virginica
+55,5.7182348699179135,3.823427873564593,1.8623520041757664,0.3042077685211722,Iris-setosa
+56,5.956084402048865,2.904209661381439,4.486828690782101,1.4533519125899659,Iris-versicolor
+57,6.496873195590064,3.0,4.3589895712656626,1.3605716919278974,Iris-versicolor
+58,6.191980689877276,3.4109624401859704,5.413328334266838,2.3003531781549995,Iris-virginica
+59,7.6892370777573325,2.5861969286712045,6.9,2.2875625353894184,Iris-virginica
+60,4.907646144886205,3.105699447908035,1.496626918355061,0.1,Iris-setosa
+61,5.620319893222625,2.7446872295933304,3.9853071279224705,1.1633820567212698,Iris-versicolor
+62,6.326797677857613,2.877148417771425,4.316696918273586,1.2814079998070746,Iris-versicolor
+63,5.504242811778103,3.0,4.527975396448817,1.4958019637105566,Iris-versicolor
+64,4.854069292724442,3.4172422880280005,1.5608550409387583,0.20282430101601528,Iris-setosa
+65,5.394753738364001,3.3903632894762774,1.6565715100808949,0.2017752150947524,Iris-setosa
+66,6.1639914934829285,2.2096123360634183,4.490786109689737,1.4668373091140916,Iris-versicolor
+67,5.100899902994948,3.506545643894446,1.3987456800410443,0.2029000618336641,Iris-setosa
+68,5.778039504492285,2.751346811610653,4.557450244733296,1.2690441838840065,Iris-versicolor
+69,5.59095518550156,3.0,4.529557114813237,1.5151344220277292,Iris-versicolor
+70,6.712330092442276,3.0,5.014544994370315,1.7100189415883218,Iris-versicolor
+71,5.46675174891006,4.2,1.3977975392107782,0.21146307508197304,Iris-setosa
+72,5.403444762448817,3.8841848050396695,1.3230843336481812,0.34343869611281136,Iris-setosa
+73,5.009980632899552,2.000000831213533,3.516172599985015,1.0185280384594442,Iris-versicolor
+74,5.436729416052112,3.4039275177280777,1.4955348818006964,0.40066585766031887,Iris-setosa
+75,6.175284371742684,2.8385321881183336,4.697707036055898,1.2463939874400398,Iris-versicolor
+76,4.983963328705183,2.0000004746382514,3.4429855417698305,0.9893210285217746,Iris-versicolor
+77,7.71242711719094,2.6144661744845075,6.899998915995531,2.3090811853969893,Iris-virginica
+78,6.478805436707665,3.0,5.785055377024295,2.1629066122976637,Iris-virginica
+79,5.48913796893833,3.0,4.4592551192018615,1.4835390599327107,Iris-versicolor
+80,6.825837388504002,2.8087438793639348,4.815359376018918,1.412874151412416,Iris-versicolor
+81,5.62927190543154,2.517960203219638,3.848103518124389,1.054590622556112,Iris-versicolor
+82,4.9036287277345165,2.394448915830068,3.2929170545631417,1.0166075588421857,Iris-versicolor
+83,5.690624779218837,2.559937416954535,3.962738088820312,1.0096695623899932,Iris-versicolor
+84,5.111068156048046,3.275048189154113,1.8747905869683776,0.5252613637909296,Iris-setosa
+85,4.79057926362674,3.0,1.38468659343109,0.1,Iris-setosa
+86,6.241900075958884,3.227032869686812,4.710416577166883,1.6014560655070362,Iris-versicolor
+87,6.0746182677832925,2.235474409366376,4.096340171425076,1.0613914731880836,Iris-versicolor
+88,5.186351068361371,3.442117609158563,1.3887290749973284,0.19960908408570943,Iris-setosa
+89,6.493522829264222,3.0,5.430684934845643,1.8137458746968909,Iris-virginica
+90,6.530705768410209,3.2018482919541853,5.088957367450763,2.0261053084170104,Iris-virginica
+91,5.89491153817331,3.1971229008814146,4.771840230110198,1.7934977990980718,Iris-versicolor
+92,5.540489706970418,2.6680369834870357,4.45095999145317,1.239415158449423,Iris-versicolor
+93,4.900478158885496,2.401266568346717,3.216449917819198,1.0048424632027801,Iris-versicolor
+94,7.712497182518017,2.8021141212731924,6.702727987996671,2.003368463590794,Iris-virginica
+95,6.842835008633375,3.098399148461139,5.095494603007337,2.2839711590804033,Iris-virginica
+96,6.708464670646796,3.0,4.915705773910385,1.667677294937864,Iris-versicolor
+97,6.237625354832766,3.3660324751227413,5.442046174423913,2.2945988986876578,Iris-virginica
+98,4.495067832174531,2.292832505587619,1.2872836069393243,0.2971414200541762,Iris-setosa
+99,6.640980580199587,2.4704538305305546,5.668095572053381,1.7888726234451657,Iris-virginica
+100,7.480821225039363,3.0,6.489446558166703,2.1202849981690495,Iris-virginica
+101,4.852385972015768,3.0,1.4150900714739323,0.29497005634465395,Iris-setosa
+102,7.717251550558721,2.5540291881406163,6.9,2.3008474386744413,Iris-virginica
+103,5.120264162197286,3.499680513089829,1.4012588917800026,0.2010256865454685,Iris-setosa
+104,5.518891927304174,2.549617576331785,4.235930096528819,1.158295785307926,Iris-versicolor
+105,5.415849644271482,3.8966647214759957,1.3143090803150952,0.3794689527126849,Iris-setosa
+106,6.74907895857622,3.1171258136525033,5.1164872548785105,2.2099667349618635,Iris-virginica
+107,5.616807015313576,3.0,4.33206176856886,1.3847988422941688,Iris-versicolor
+108,6.812169923609234,2.813804273232579,4.815945448364187,1.4124051122787944,Iris-versicolor
+109,6.025607263419113,2.2012704874396283,3.9650130311518517,1.0058887729836323,Iris-versicolor
+110,6.6830336210588825,3.2900498567181673,5.652032620861229,2.5,Iris-virginica
+111,5.14374731939424,3.5289650468592897,1.4034057368869886,0.20007571045685799,Iris-setosa
+112,6.479151049785835,3.0,5.8354529586081565,2.215790360382164,Iris-virginica
+113,5.008606630005665,3.0,1.574335363434771,0.19540273725945517,Iris-setosa
+114,4.794295555855769,3.0,1.4111935464207646,0.2773217495234436,Iris-setosa
+115,5.008397562351013,3.6104834011583304,1.3853263698294767,0.19876140309625936,Iris-setosa
+116,7.687768778897902,2.7929806641738213,6.697449610565726,1.9881130835537846,Iris-virginica
+117,6.231472582173019,2.260734452267022,4.415703652774828,1.3499140990118603,Iris-versicolor
+118,4.8657545981787695,3.349175879838398,1.805025095788039,0.19831644976886942,Iris-setosa
+119,6.371557208180208,3.295648415518243,4.718581323310871,1.5934107094767764,Iris-versicolor

iris/tab_ddpm/5_4/12/test.csv

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

iris/tab_ddpm/5_4/12/train.csv

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

iris/tab_ddpm/5_4/12/val.csv

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

iris/tab_ddpm/5_4/13/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.803613527988785,2.672207952797143,5.082613655367427,1.889303747017355,Iris-virginica
+1,5.663688078147083,3.0,4.132664498366433,1.2064278830164854,Iris-versicolor
+2,5.008653622492505,3.0,1.5706607117429294,0.20045741056642277,Iris-setosa
+3,5.803721498433632,2.7036516795683676,5.121838577171011,1.8908290105224734,Iris-virginica
+4,6.719004186212818,2.4784560105857114,5.944099229575967,1.8319123873962961,Iris-virginica
+5,5.00579006559744,2.0000005498022437,3.4779037597849736,0.9397719373293951,Iris-versicolor
+6,4.996928388590875,3.613932752255086,1.3939218591274791,0.2001955873439981,Iris-setosa
+7,5.490140188225939,3.4178876982651545,1.5015260184797201,0.3475088248843407,Iris-setosa
+8,4.504354671872619,2.280726763091335,1.2844148846307464,0.2900493825263322,Iris-setosa
+9,5.004488067940683,2.000000690329208,3.59045946929302,0.9552903541420374,Iris-versicolor
+10,7.508746417843356,3.0,6.494567366888795,2.0756055002076024,Iris-virginica
+11,4.816963083547762,3.0,1.400274009685322,0.10000010018067557,Iris-setosa
+12,6.471680726894597,3.0,5.534390553468074,1.7867133065596554,Iris-virginica
+13,5.2408656687754025,3.656366721890952,1.4792822565565138,0.19838940841035385,Iris-setosa
+14,6.2505243375504556,2.3840269788121606,4.326215299910902,1.2459110151936672,Iris-versicolor
+15,5.012588357253305,2.0,3.487374353051802,0.9411164177191549,Iris-versicolor
+16,5.796960698664222,2.8071753921259424,5.0996794283647215,2.4015176194356362,Iris-virginica
+17,6.670505316176801,3.3021825900831043,5.637636255598343,2.49999962194767,Iris-virginica
+18,4.400000467046087,3.197311695359198,1.2928243007478963,0.19991943668722645,Iris-setosa
+19,7.693712893406879,2.6167230361540645,6.899998627137401,2.2914912895289357,Iris-virginica
+20,6.78040141193877,3.2163540488806004,5.7910344994576555,2.264941548349527,Iris-virginica
+21,5.206603405918852,3.410336337849217,1.3889525475832367,0.19892942982518938,Iris-setosa
+22,4.807246266112181,3.0,1.403738843246275,0.10000009685589699,Iris-setosa
+23,6.682888218664285,3.1441267964111463,4.743288438437338,1.5145777115277061,Iris-versicolor
+24,6.325631383075557,2.319458991495084,4.418497673529693,1.337191818666708,Iris-versicolor
+25,5.046360393474771,3.3347927303804914,1.6232851149974377,0.4700167164571026,Iris-setosa
+26,6.841776158846216,3.09950877898637,5.124135600761457,2.2910644852052524,Iris-virginica
+27,5.001803868098179,2.0,3.3543871334527298,1.0427244552797594,Iris-versicolor
+28,5.797105309813642,2.695657716217883,5.087561110363284,1.9054145226463741,Iris-virginica
+29,7.738332200615835,2.59000104604825,6.9,2.3133868745992396,Iris-virginica
+30,6.759788340221851,3.0,5.572900308252496,2.204869309458754,Iris-virginica
+31,5.3694750456915115,3.9470236790973403,1.2865376292050559,0.4767083965335631,Iris-setosa
+32,6.713733268914904,3.0,5.003107493738675,1.7151668633559682,Iris-versicolor
+33,7.7060939241903155,2.604074211818614,6.899998751495899,2.2902791740167956,Iris-virginica
+34,6.289727202391405,3.339756380199447,5.288862033707679,2.1867189718306514,Iris-virginica
+35,4.884395769140955,3.0,1.395064784160272,0.19981690462032586,Iris-setosa
+36,4.907904616757618,3.121595177743695,1.5024365196597098,0.1,Iris-setosa
+37,6.234438554003701,2.9144568771133272,5.5142884947094775,1.7733374826706465,Iris-virginica
+38,6.119306141606029,3.3616260049126763,4.574510376050063,1.6144805049576192,Iris-versicolor
+39,5.797465182311088,2.717355109272422,5.092735270321896,1.8937124173166864,Iris-virginica
+40,4.799682031183297,3.0,1.3853900384098312,0.290419614833675,Iris-setosa
+41,5.096841982978021,3.584587946392086,1.4071132748660196,0.20513787387646637,Iris-setosa
+42,4.902363457574092,3.0,1.4035149423946678,0.19928595761348072,Iris-setosa
+43,5.596128655643287,2.6877810297002807,4.4822458706173105,1.2354077319563852,Iris-versicolor
+44,4.495408650186194,2.3141405105346355,1.292362682472233,0.3139897861569105,Iris-setosa
+45,4.400000597705087,3.174594938219115,1.299569174128611,0.20510880534905046,Iris-setosa
+46,6.292275933918702,2.895590656929823,5.599169097223539,1.7970692955513938,Iris-virginica
+47,5.210802511692058,3.390827638180564,1.3928962811853027,0.2001349873845732,Iris-setosa
+48,6.514294198521805,3.2050626996020037,5.093079578373993,2.0032326815007213,Iris-virginica
+49,4.781585618860418,3.4049127275804554,1.6681646377039265,0.20050421152016615,Iris-setosa
+50,5.49157658212632,4.2,1.4022380551326845,0.20798605792575017,Iris-setosa
+51,6.49201706242214,3.208505963701698,5.095595065164693,1.9951828640457472,Iris-virginica
+52,4.97116835267984,2.0,3.5202882804002136,0.9246126730474269,Iris-versicolor
+53,5.53259080055672,3.7321052801805514,1.5656840860124774,0.2408875734992048,Iris-setosa
+54,6.526455255157617,3.0,5.813170269910316,2.1924225864195597,Iris-virginica
+55,6.219495899467519,3.4092210290509204,5.372906884522801,2.3084695272174027,Iris-virginica
+56,5.8218189468900015,2.8640110507892254,4.431511964648962,1.3592369966450946,Iris-versicolor
+57,7.687345904896158,2.58162336794453,6.9,2.30376656249097,Iris-virginica
+58,6.559136513433434,3.1486684886121803,5.258353006553892,1.9612818455204648,Iris-virginica
+59,5.00558360514199,3.0,1.6412319564689615,0.20166105869481596,Iris-setosa
+60,5.792601859893547,2.6961002880521345,5.103820550986474,1.8968470043381125,Iris-virginica
+61,6.665663125719034,3.2672725902933513,5.478736193970988,2.092351826706742,Iris-virginica
+62,6.512555968425704,3.0,5.780481847356072,2.196775908280356,Iris-virginica
+63,5.178705734648634,3.7639546564069892,1.4466609527194771,0.34867198743839223,Iris-setosa
+64,7.678479929647547,2.7939293932172897,6.693546324602975,1.9874525631591777,Iris-virginica
+65,5.3387696667395685,3.6918939770172674,1.5112022071178475,0.201938103353259,Iris-setosa
+66,6.8163025429924815,3.157544419608287,5.887854278267224,2.304165586890866,Iris-virginica
+67,4.4000004497741445,3.205932671891415,1.296511614117809,0.19124860555782672,Iris-setosa
+68,5.513242108138559,4.2,1.4059728425224742,0.21407323838738052,Iris-setosa
+69,5.6906866037326544,2.8888164214074568,4.218445726368223,1.302961718965653,Iris-versicolor
+70,4.505685079566513,2.335265778278794,1.3021625358704463,0.339392169518769,Iris-setosa
+71,4.97155598780453,2.0,3.4276266928455676,0.977658976632348,Iris-versicolor
+72,4.678792760443672,3.138606844438928,1.4131150190936943,0.20027643389348376,Iris-setosa
+73,6.146506410986435,3.0,4.593598859296778,1.4013281678904954,Iris-versicolor
+74,4.784026972285559,3.0,1.3750769037801365,0.10000010708810726,Iris-setosa
+75,7.591538476209978,3.0,6.53343276046989,2.0949696312335933,Iris-virginica
+76,4.58459631558552,3.187028948247419,1.387321467537869,0.2018276341886262,Iris-setosa
+77,4.790363544513462,3.0,1.4068475936250593,0.3503342122696579,Iris-setosa
+78,6.796834455803716,2.7905144615913016,4.816501812239931,1.3964968269319484,Iris-versicolor
+79,6.711922545104354,3.3342686040025082,5.678349679353656,2.499999616211548,Iris-virginica
+80,5.828010476286408,2.706094227458849,5.092819105988778,1.915909792554789,Iris-virginica
+81,5.0536049250322534,3.041409547063018,1.6858079397518382,0.19818070055870124,Iris-setosa
+82,4.790008579960111,3.0,1.390064726012223,0.29359107009672325,Iris-setosa
+83,5.536367364716368,2.4144687546991097,3.8571326177796648,1.0383075674767184,Iris-versicolor
+84,6.684883312832252,3.275871119528634,5.655595710927872,2.0943067597992218,Iris-virginica
+85,6.704487027123043,3.283916996861027,5.715233959535376,2.5,Iris-virginica
+86,4.814875180883825,3.0,1.4070076497722745,0.27598716879847063,Iris-setosa
+87,7.694248403795796,2.617006044768877,6.9,2.294772194145219,Iris-virginica
+88,6.522505305007758,3.0,5.799579421887045,2.2247455273164753,Iris-virginica
+89,5.809639248416537,2.8044161278744864,5.118413763676164,2.4062550235332774,Iris-virginica
+90,6.122313890924476,2.8035402839874077,4.716026234552695,1.1865416201933758,Iris-versicolor
+91,6.305836096930101,2.677497208911441,4.946806332624056,1.7954545037056762,Iris-virginica
+92,7.660329706287963,2.628809774408872,6.899998503891907,2.2940903444119485,Iris-virginica
+93,5.820318639637487,2.8123788057082866,5.106034852417458,2.3954594093203165,Iris-virginica
+94,4.899241114440952,3.1278759323638945,1.4814812790346206,0.10000009366613313,Iris-setosa
+95,7.716985855607087,2.6061871506216283,6.9,2.305537113269513,Iris-virginica
+96,7.721184564144683,2.6114117608203875,6.9,2.3173725365842186,Iris-virginica
+97,7.398777955118295,3.0,6.38038799873223,2.130574028298636,Iris-virginica
+98,4.872482893264336,2.398309555915394,3.0794309025024447,1.0023106546832579,Iris-versicolor
+99,7.739153353695864,2.6434170414676657,6.9,2.303825894440918,Iris-virginica
+100,5.793876067313615,2.812988928059691,5.151862970652805,2.400233884994105,Iris-virginica
+101,6.006267710947061,3.396476821265445,4.536709523950418,1.601069582515918,Iris-versicolor
+102,7.602804983478496,3.0,6.5779814772696605,2.0964375408968206,Iris-virginica
+103,5.969932068690779,3.4070958717034863,4.480476854837738,1.60256042487898,Iris-versicolor
+104,7.624960025652988,3.0,6.599622780944219,2.101302404776632,Iris-virginica
+105,4.803385158037447,3.0,1.3969728202921448,0.3375936919500764,Iris-setosa
+106,7.1110049617838325,3.0,5.844731248583861,2.168442827919115,Iris-virginica
+107,5.706907976056969,2.863813517576667,4.064108962943783,1.2961729388920025,Iris-versicolor
+108,7.401188771820431,2.8768856097812185,6.401477226417008,1.8188336657574378,Iris-virginica
+109,6.010343586025679,2.905313680459113,4.46860641453169,1.5249012278989011,Iris-versicolor
+110,6.496762627267754,3.0,5.870082189136552,2.225669862997532,Iris-virginica
+111,5.825477857421159,2.8110812245761028,5.129023357083591,2.4035504420395615,Iris-virginica
+112,5.6614671905039495,2.862553157336941,3.7375371780767925,1.2895062098113743,Iris-versicolor
+113,5.756482282639753,2.8025730570434657,4.093880357838854,1.0485796697553906,Iris-versicolor
+114,5.798658100213603,2.9742172165040444,4.514123401837299,1.4279301617234266,Iris-versicolor
+115,5.418340121075189,3.436698999753079,1.4623284698445103,0.31557179192157553,Iris-setosa
+116,5.465783276345883,3.407566070131576,1.939556837528259,0.19961683574429012,Iris-setosa
+117,7.6911018913019005,2.603772591780319,6.9,2.2634456288074634,Iris-virginica
+118,4.999883241491025,3.4063214990716735,1.6205544319133753,0.4139095943406162,Iris-setosa
+119,6.571698672309687,3.0,5.458673650726948,1.8349522983205635,Iris-virginica

iris/tab_ddpm/5_4/13/test.csv

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

iris/tab_ddpm/5_4/13/train.csv

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

iris/tab_ddpm/5_4/13/val.csv

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

iris/tab_ddpm/5_4/14/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.536733975510753,2.4318140106463906,3.748975211757599,1.0101005268847036,Iris-versicolor
+1,6.384070777589434,2.8964539430359326,4.308274995892596,1.2931613197333525,Iris-versicolor
+2,5.943092314230692,2.785587596440577,4.654397847653313,1.1670895037774225,Iris-versicolor
+3,4.980327001677746,2.0,3.3089734527930905,0.9609279051847024,Iris-versicolor
+4,5.581906441541886,2.940075823021427,3.592617222187192,1.3153725573500774,Iris-versicolor
+5,4.599166190867373,3.6369533265950293,1.0,0.19971845352847267,Iris-setosa
+6,6.51655653268404,3.0,5.532204561842589,1.8019136089086514,Iris-virginica
+7,6.526037168101438,3.0,5.484593374296577,1.8065871673085563,Iris-virginica
+8,4.731581550060521,3.0,1.4064222369030253,0.1993161886680583,Iris-setosa
+9,5.194193555492799,3.4094941196034507,1.3934535610112873,0.20052647082789357,Iris-setosa
+10,5.730714601294775,2.8166126708595463,4.498039840782991,1.3224630805610826,Iris-versicolor
+11,6.305721089964171,2.7264083744022987,4.915679917964322,1.7849160472358256,Iris-virginica
+12,6.258541248118214,2.914188494581491,4.3097893811478265,1.2932625226232513,Iris-versicolor
+13,5.4016729600143085,3.4088668904546404,1.7257638907852753,0.20193752775825255,Iris-setosa
+14,5.617138846722128,2.006901516712948,3.850788484633964,0.8462964741539578,Iris-versicolor
+15,4.895384368161602,3.0,1.4006267575117377,0.1921368050627641,Iris-setosa
+16,7.422134614182413,2.8922121892384403,6.410629034303057,1.8174508118623949,Iris-virginica
+17,5.625328457996236,3.0,4.059559813337618,1.2621851964399569,Iris-versicolor
+18,6.536521622541962,3.2181271059923597,5.077154953050017,2.0248240062365483,Iris-virginica
+19,7.545198093538782,3.0,6.558223525731262,2.061395378526578,Iris-virginica
+20,6.700853391896703,3.3001553803026953,5.710341052199479,2.0953590184101456,Iris-virginica
+21,5.088699509150773,2.383833574724605,3.5056388581888975,1.0011229244291604,Iris-versicolor
+22,6.073566158428062,2.798172353534289,4.691628359066108,1.1936979264654917,Iris-versicolor
+23,6.735242812640961,3.103010552611596,4.724041071650303,1.513621962089093,Iris-versicolor
+24,5.383457726242069,3.4059065271384843,1.5228809491809996,0.4334869492775849,Iris-setosa
+25,6.291936315727188,2.3159673852345684,4.400221523804103,1.3010576629996777,Iris-versicolor
+26,6.685854416395238,3.2808930413662973,5.641519911158923,2.096455470690597,Iris-virginica
+27,5.869194360446493,2.8736012135237656,4.518505724895705,1.400487832490143,Iris-versicolor
+28,6.771611166354729,3.2102178119778197,5.925217720839917,2.2518452971339378,Iris-virginica
+29,6.110092939290477,2.8063853488621997,4.711000064155933,1.2064049161409995,Iris-versicolor
+30,5.945817743344352,2.9044156676060373,4.505883023556742,1.4901300705027112,Iris-versicolor
+31,6.7274533646993,2.5098218589124706,5.899004863617891,1.8066444162096902,Iris-virginica
+32,6.290057951070203,2.5947783214774205,4.9592285894150825,1.8362515336134582,Iris-virginica
+33,5.784814580391577,2.8641668880579947,3.9322138058023963,1.2738434795065894,Iris-versicolor
+34,4.600075149498723,3.2124831872039503,1.3982416985153572,0.19727933227137634,Iris-setosa
+35,6.0704534346234515,2.206540113138067,4.042893384151647,1.0537134489589077,Iris-versicolor
+36,6.310934509741283,3.302534400754904,4.701120521445512,1.599133616232753,Iris-versicolor
+37,6.777354127157639,2.874272514747504,4.831391447324606,1.5136353968297862,Iris-versicolor
+38,6.836545283638419,3.1666665033530172,5.854777459192653,2.274011694073251,Iris-virginica
+39,6.823215128342642,3.094920390569573,5.116850466357593,2.3193921149220893,Iris-virginica
+40,4.91712146829279,3.0,1.4051107910945528,0.20158666268048656,Iris-setosa
+41,7.185093400713756,2.8983719772250374,6.247491355954533,1.7899147782727778,Iris-virginica
+42,4.775169256567895,3.3831622548719897,2.10548927081044,0.20039487343776716,Iris-setosa
+43,6.630656486459602,2.4963868676580647,5.737415678882918,1.8038356576347385,Iris-virginica
+44,5.626564434090359,3.769452691565781,1.5770996899297534,0.2991646783558599,Iris-setosa
+45,5.542150442074842,2.5658254602774577,4.309339532588166,1.1435557267369711,Iris-versicolor
+46,5.527869200182607,2.598686262855615,4.3982966540950645,1.1878150111521377,Iris-versicolor
+47,7.155174812656352,3.0,5.954345543241286,2.0780051992688873,Iris-virginica
+48,6.71224611442074,3.306494279885875,5.749905155021866,2.5,Iris-virginica
+49,4.994984660085432,2.000000567736014,3.465937966924279,1.0225784643699705,Iris-versicolor
+50,5.015802351050017,3.540562751422731,1.3918734902781316,0.1999555991539001,Iris-setosa
+51,4.969818603565418,3.639913671630014,1.4061366179207695,0.20003496969521742,Iris-setosa
+52,4.499506775767619,2.310902833388176,1.3265181243529756,0.2925288028450144,Iris-setosa
+53,6.011887227038875,2.8072591823989352,4.280228164540808,1.1012824932858531,Iris-versicolor
+54,5.000675951857829,3.6615237319214047,1.401193573548693,0.19747687805789746,Iris-setosa
+55,5.4727568246749145,4.199999322907727,1.417209170100646,0.20079906515521403,Iris-setosa
+56,5.973829018866305,2.789640949551489,4.646098332644399,1.158398160114892,Iris-versicolor
+57,7.693642721760912,2.7942778525631504,6.709165792709032,2.019003875139216,Iris-virginica
+58,5.135775441807535,3.409051766048722,1.4054444092284366,0.19953991618473238,Iris-setosa
+59,5.345643512663229,3.394143533291921,1.5294257275715732,0.39326691801725466,Iris-setosa
+60,6.315531534806358,2.8558838357273104,4.281161646301104,1.257094947406352,Iris-versicolor
+61,6.426124312806657,3.0,5.260892384110561,1.8486747692560228,Iris-virginica
+62,6.687043515100803,3.106081929008848,4.719238339108021,1.4928716372575443,Iris-versicolor
+63,5.497366300411742,3.0,4.464331124600193,1.5063635849590467,Iris-versicolor
+64,5.905585081302928,3.2069739839033162,4.770093703390407,1.8044325484486148,Iris-versicolor
+65,5.007186958557267,2.0,3.3529626435458204,0.9117477037381967,Iris-versicolor
+66,6.246853602207471,2.893136534095773,5.528202008857283,1.80235700552103,Iris-virginica
+67,6.5364051830730645,3.2114818458156495,5.177543004778711,1.9926854659212474,Iris-virginica
+68,5.498240326098629,2.5500381667789247,4.281521594535147,1.1767185028351095,Iris-versicolor
+69,6.1079399894042234,2.7922055681818643,4.664399283261672,1.2128504335220267,Iris-versicolor
+70,7.682358231878336,2.6051547727033517,6.899998995914748,2.2976040836064593,Iris-virginica
+71,6.23447480494131,2.219353719810364,4.445317478026868,1.3932564606301447,Iris-versicolor
+72,4.980746125010482,2.0,3.423725539634347,1.0137939091477812,Iris-versicolor
+73,5.1266992544047305,3.4433811189188357,1.4056472019351822,0.2013976202927101,Iris-setosa
+74,7.733695459045255,2.5898950028730416,6.899998808697481,2.3169355954406843,Iris-virginica
+75,5.094044827870304,2.40307924369378,3.4158085671064597,1.0038297847006732,Iris-versicolor
+76,4.486850859651805,2.243616220049362,1.3223879312327251,0.28815729113106797,Iris-setosa
+77,4.78594906555728,3.4021560390848675,1.6296884168696957,0.20178078345166672,Iris-setosa
+78,4.779411414239147,3.0,1.4162449125338874,0.1,Iris-setosa
+79,7.699845105173775,2.589480914816476,6.9,2.3007515189519694,Iris-virginica
+80,5.014547197014559,3.6631718780873403,1.4017640143368204,0.20692186950234567,Iris-setosa
+81,4.586964007220378,3.606310563528899,1.0,0.20150534405855727,Iris-setosa
+82,5.634593673136807,2.8919400885031994,3.716360957324203,1.29215045586063,Iris-versicolor
+83,5.950827531129379,3.0,5.110862952584442,1.8036448468810997,Iris-virginica
+84,5.338318030123962,3.6935627756433904,1.5179616740134128,0.20421410047760719,Iris-setosa
+85,5.994726618980443,3.3931804959870004,4.509027613247145,1.614175001827213,Iris-versicolor
+86,6.064253837043582,2.8039418018689983,4.663177827178535,1.2109477104344393,Iris-versicolor
+87,4.866119329892315,3.0,1.4133070635774878,0.1,Iris-setosa
+88,4.4,3.1809655190027746,1.3276098746181826,0.20308664966083886,Iris-setosa
+89,5.86268662228445,2.9804477815239,4.499679028075348,1.5379274004738894,Iris-versicolor
+90,6.313926373983438,2.6757709674742687,4.862892764849589,1.8076491469973945,Iris-virginica
+91,6.138765601873405,3.4000529362580476,5.39134991164772,2.294915086336392,Iris-virginica
+92,5.547968695402477,2.610951130192849,4.323692204369991,1.205216485858292,Iris-versicolor
+93,5.472370008046256,4.2,1.4021378657154313,0.1957154002181179,Iris-setosa
+94,6.290564639619958,3.3124039741481632,4.696062100124903,1.619239270201884,Iris-versicolor
+95,5.046661673082234,3.412036251045241,1.824100123571656,0.40032882588736257,Iris-setosa
+96,6.239218983997257,2.1870214314744483,4.515593720038694,1.4850717236615818,Iris-versicolor
+97,5.476240132915657,3.0,4.509230685975565,1.507335576005488,Iris-versicolor
+98,6.045320163418879,2.795514630806953,4.71236703006646,1.1999110878874086,Iris-versicolor
+99,7.325938858052885,2.8961755094701465,6.309470142197156,1.7917320263951888,Iris-virginica
+100,4.910574485195982,3.1370326278297966,1.5187219933542129,0.1,Iris-setosa
+101,5.1035343567532365,3.68792525209376,1.5087173225397956,0.39459481374629646,Iris-setosa
+102,5.483888384376253,4.199999102270985,1.3948804295108923,0.19655098465908866,Iris-setosa
+103,6.053090697783201,3.3687728367963605,4.532694608180783,1.5953036266570142,Iris-versicolor
+104,7.899998764114833,3.790381342326076,6.3541033406714185,2.014925313050163,Iris-virginica
+105,6.491857801330718,3.0,5.76845271103617,2.1936421051591437,Iris-virginica
+106,5.508011464978668,4.199999114223643,1.3697459835979373,0.2014070112489539,Iris-setosa
+107,4.821551954281301,3.0,1.4171212445170054,0.1,Iris-setosa
+108,5.746138510670507,2.793917461475065,4.1425896026100535,1.2121587306991184,Iris-versicolor
+109,6.005827515874691,3.3585868510357884,4.53216267988824,1.6117070344129365,Iris-versicolor
+110,6.2756052480593505,2.8956154659268303,4.267152797233311,1.274278572576237,Iris-versicolor
+111,7.596607071823387,3.0,6.655571509326924,2.1086150295319754,Iris-virginica
+112,7.066393156936124,3.0,5.662099132655694,2.196070323667289,Iris-virginica
+113,4.782187258392398,3.4040291161566834,1.6545222621288942,0.19639255466383437,Iris-setosa
+114,5.029795873929703,3.5914675429842373,1.3927922919764026,0.20343500474761858,Iris-setosa
+115,5.54495947182365,2.8926155684691444,3.5007991495913218,1.3071775007710502,Iris-versicolor
+116,4.819753471534529,3.4013667462362553,1.9002941332686683,0.20103213460441685,Iris-setosa
+117,4.96482068481207,3.6032621524608253,1.379258955455357,0.20401164753915876,Iris-setosa
+118,7.707761405510979,2.5945522347398775,6.8999987241942495,2.311297043776168,Iris-virginica
+119,6.660771665837002,3.251788755100977,5.593412342788008,2.5,Iris-virginica

iris/tab_ddpm/5_4/14/test.csv

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

iris/tab_ddpm/5_4/14/train.csv

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

iris/tab_ddpm/5_4/14/val.csv

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

iris/tab_ddpm/5_4/15/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.671415480353669,2.7823178251997405,4.486702960555845,1.2857831349242026,Iris-versicolor
+1,6.248390480837166,2.866391801316801,4.291800094992639,1.2857259533010268,Iris-versicolor
+2,5.555221310560583,3.0,4.494988582985238,1.5122262231214947,Iris-versicolor
+3,4.996252861284986,2.0,3.546636088333594,0.911621634023416,Iris-versicolor
+4,4.7843550550116145,3.0,1.3624904821859662,0.1,Iris-setosa
+5,5.587052504908484,2.689426213601613,4.458447933592269,1.2600850271335649,Iris-versicolor
+6,5.978214643234951,2.9688106577047297,4.560108497390057,1.5280467434009268,Iris-versicolor
+7,6.162839930772687,2.198614634560361,4.478992144759027,1.5012023605933233,Iris-versicolor
+8,6.8646875729808405,3.0986022936588427,5.092472525364598,2.286097302610729,Iris-virginica
+9,7.699021376706944,2.595963622528263,6.9,2.293770477838433,Iris-virginica
+10,5.0265985087337715,3.580865019115583,1.4011218534151377,0.2056894764262175,Iris-setosa
+11,6.265694014306418,2.9032697894992676,5.551433684201143,1.7944617763597452,Iris-virginica
+12,4.864935083064666,3.048372854225148,1.4648309699556463,0.1,Iris-setosa
+13,6.785735307991373,3.1822864611662207,5.8996470954998435,2.235234750116499,Iris-virginica
+14,7.899998891583614,3.7719620315605114,6.440856154781898,1.9945403043946859,Iris-virginica
+15,5.045711100129364,3.566740503754644,1.3774223515225377,0.20316515374320954,Iris-setosa
+16,4.982895504903091,2.0,3.3977354126645,0.9272262915666345,Iris-versicolor
+17,5.6406389270492046,2.8909751511406414,3.6331089870268465,1.3034713324661207,Iris-versicolor
+18,6.33396073250113,2.5133468744978367,4.989999333710066,1.8995985363693273,Iris-virginica
+19,4.860608081614423,3.0,1.4428557250251073,0.10000010070296478,Iris-setosa
+20,5.6411424895940545,3.742061459242138,1.702538610724879,0.37875020520263963,Iris-setosa
+21,5.710239711014165,3.0,4.471819105762689,1.4593267452474503,Iris-versicolor
+22,6.109311089819657,2.2636384310453344,4.118664823034786,1.0935870316487768,Iris-versicolor
+23,6.708873306591421,3.0,5.011125757946578,1.7015159500405963,Iris-versicolor
+24,6.29362351971832,2.618077284708851,4.922661990517664,1.8160513907140474,Iris-virginica
+25,5.993467527027306,2.196460584807932,3.9107170633098662,1.024980035106346,Iris-versicolor
+26,4.7832751341790605,3.3922435438948684,1.846766664086152,0.19479664645590275,Iris-setosa
+27,6.0551292034424025,3.3347615374471484,4.605130070872853,1.624056932212322,Iris-versicolor
+28,6.923112966178639,3.085625733344223,5.114588539650377,2.2938042009234927,Iris-virginica
+29,5.876508845115959,3.213908296761235,4.7404516648254535,1.811319261197232,Iris-versicolor
+30,6.700383837090184,3.0,4.994954363832155,1.6870827852270687,Iris-versicolor
+31,4.503446642811739,2.2919669538245095,1.3111049363982321,0.33119072302634195,Iris-setosa
+32,5.385379581185287,3.9348735295250217,1.2703275146857556,0.3966277169619046,Iris-setosa
+33,4.886638189302303,3.086346787350261,1.4779544405639635,0.1000001536014467,Iris-setosa
+34,6.705203798806239,2.4868726150406304,5.800074746363937,1.8143007385882544,Iris-virginica
+35,4.599625578170689,3.590303900144981,1.000000482059328,0.19780613151490983,Iris-setosa
+36,5.103448498644237,3.4908389699451448,1.3905541714853047,0.19819864033160867,Iris-setosa
+37,7.376027682565666,2.923795563452275,6.382830126568993,1.8306219715722387,Iris-virginica
+38,5.477482400248221,2.591050282146604,4.404783947750654,1.2382092024919944,Iris-versicolor
+39,7.097437870065458,2.9089721774797237,6.1292116240399555,1.8032187187095345,Iris-virginica
+40,4.9968423529230215,3.0,1.554430719784569,0.20161003660634577,Iris-setosa
+41,4.895778477630201,2.400034797076158,3.5086045212596013,1.0157819151278247,Iris-versicolor
+42,6.19648820206899,3.332426094134532,4.634197781866715,1.6013266359302971,Iris-versicolor
+43,7.70967082935854,2.6216569759895267,6.899999003693077,2.2984430327906766,Iris-virginica
+44,6.707294136605451,2.5142710583255834,5.888599750650648,1.8080407426132,Iris-virginica
+45,6.682387995679514,3.2612933921112828,5.639751793188805,2.1250938758991214,Iris-virginica
+46,6.095516399854416,2.838776036183664,4.264962098649344,1.2471575840542866,Iris-versicolor
+47,6.201565934127313,3.3990692313176356,5.426340556468802,2.3062044590980384,Iris-virginica
+48,6.185344857064599,3.3348623324862956,4.6187930877524765,1.6027070681165139,Iris-versicolor
+49,4.986154825422433,2.0,3.488367019580029,0.9451073523049476,Iris-versicolor
+50,7.685488386348185,2.628452352852686,6.899998963872328,2.301641758579649,Iris-virginica
+51,4.924075380744693,2.4059846754816467,3.448024018378324,1.0298033466261203,Iris-versicolor
+52,5.229519006459681,3.4077616708289282,1.3924788452789647,0.20033739559402292,Iris-setosa
+53,7.706152617767845,2.608641495502687,6.9,2.304614639362877,Iris-virginica
+54,5.483536451792739,4.2,1.3747160405133543,0.197624036918729,Iris-setosa
+55,4.828675540830635,3.4048426025542686,1.5748424345528202,0.20079896028803992,Iris-setosa
+56,6.60046781983463,3.1814171841477217,4.704076314682265,1.53167891983636,Iris-versicolor
+57,5.427022272061689,3.3914203630022035,1.7972684649704724,0.20022039718813334,Iris-setosa
+58,6.253122277151941,2.3002315382675103,4.386282994534841,1.2899960019585512,Iris-versicolor
+59,6.745506601518836,3.0390756596338244,5.320918093225534,2.28829764516707,Iris-virginica
+60,5.675661606808065,2.6064293375107996,4.127123265386697,1.132619896280856,Iris-versicolor
+61,4.806719540379478,3.4054607253771407,1.8062285043697057,0.20258135619038606,Iris-setosa
+62,5.791532089633737,2.72740567169147,5.134950120066587,1.9011448770756605,Iris-virginica
+63,6.72815294362582,3.256189371436881,5.740961614883018,2.1582645512436214,Iris-virginica
+64,5.80967147721302,2.6878215044146514,5.128029883970842,1.9092762155139786,Iris-virginica
+65,5.9534080315274585,2.9539900615181094,5.065841743681876,1.8192108966143277,Iris-virginica
+66,7.6491476746076525,3.0,6.63005956286717,2.0858285754228594,Iris-virginica
+67,6.167262159320961,3.3752597905266857,5.384964039344833,2.292317899947718,Iris-virginica
+68,5.434705248177248,3.3892817336606154,1.8815748793525304,0.2000284258265704,Iris-setosa
+69,6.1000149759672775,3.1419729806352645,4.644277035322737,1.52664500444149,Iris-versicolor
+70,6.327969159027299,3.0,4.379506632448909,1.3633010708276188,Iris-versicolor
+71,6.10342939849617,2.808268553605959,4.707691543900339,1.2297281898507342,Iris-versicolor
+72,6.7133136709478105,3.2962731833782386,5.740736870567711,2.1009448850243015,Iris-virginica
+73,6.242766202255726,2.266933993005026,4.331436761937239,1.2747371912599432,Iris-versicolor
+74,6.839390997370488,3.196253881481454,5.879741562276196,2.3087369226657577,Iris-virginica
+75,6.701662989517567,3.0,4.985924405589515,1.6992424859981905,Iris-versicolor
+76,4.4,3.2315184413459703,1.2944481356429556,0.2071960857538226,Iris-setosa
+77,6.002117283035008,3.39657660434506,4.5213925600099,1.606224930975019,Iris-versicolor
+78,7.8999983639384315,3.7683122072162316,6.383946340422919,2.0261312801464078,Iris-virginica
+79,6.683986044062654,3.077250456858423,4.669360060850637,1.5170284321798626,Iris-versicolor
+80,5.318539883822639,3.7197621676168873,1.5029867281477105,0.2032448148747583,Iris-setosa
+81,6.711571335469583,2.4954181461532374,5.8581832092279456,1.8031817094475384,Iris-virginica
+82,6.485358419792807,3.0,5.436749975841074,1.806604111467648,Iris-virginica
+83,6.766067973333749,2.7811002981005295,4.737567607355951,1.387043774185654,Iris-versicolor
+84,5.50146902324715,3.0,4.501415103462121,1.5002393074807379,Iris-versicolor
+85,6.269558930952551,3.381711467146339,5.434779482357947,2.2776304502106526,Iris-virginica
+86,6.714756072049872,3.2885699265344703,5.68897549234464,2.5,Iris-virginica
+87,5.459216773931416,4.199999169399854,1.364434800835447,0.19967190528057727,Iris-setosa
+88,7.371584855681655,2.8987150925976737,6.355803585152398,1.8153647098127428,Iris-virginica
+89,6.075176666394528,2.9323391540149246,4.5666557518771596,1.5390590732234146,Iris-versicolor
+90,6.691894920832651,3.0,4.991640585796041,1.6965024679996727,Iris-versicolor
+91,6.497725873339443,3.0,5.793059127191654,2.1715087087424543,Iris-virginica
+92,5.429303920709973,3.9145795105132173,1.3056506742689902,0.4077847860057947,Iris-setosa
+93,6.263347280454787,3.0,5.2078353976161535,1.8301056414741088,Iris-virginica
+94,4.59964921278894,3.6503901003996964,1.0000005609702995,0.20101495265138727,Iris-setosa
+95,5.495447094852342,4.199999315269636,1.4089592368840436,0.1973021227942217,Iris-setosa
+96,4.660352668413601,3.225327812279099,1.4270389753563892,0.20611121230674143,Iris-setosa
+97,6.1996847063390526,2.228776749625104,4.48226377897088,1.479495012849943,Iris-versicolor
+98,5.495148125729493,4.199999376146862,1.3913947148208077,0.20476124893160091,Iris-setosa
+99,4.603280874073761,3.1358222043586172,1.4104897740708622,0.20366545941617975,Iris-setosa
+100,5.813599075052572,2.8040641533590964,5.143523366914659,2.389273803084262,Iris-virginica
+101,5.746063051775862,2.825189917844548,4.07842756916839,1.208265726617227,Iris-versicolor
+102,6.2522180778946845,2.2036145604326003,4.498102554499764,1.4750724688674521,Iris-versicolor
+103,5.456088278416743,3.0,4.471888259741188,1.4924086565075405,Iris-versicolor
+104,5.483830071855235,4.199999220756479,1.3996447005731139,0.19333918124882932,Iris-setosa
+105,6.692492482922683,3.0,4.982357238571451,1.6949244744007435,Iris-versicolor
+106,7.689990298177209,2.6009629381203108,6.899998923404077,2.3062516963895656,Iris-virginica
+107,4.583645248945269,3.6708581453877183,1.0,0.1996167686523783,Iris-setosa
+108,4.893558995077817,3.065304395449261,1.4745300079734387,0.10000011374491256,Iris-setosa
+109,6.759544004693001,3.177085818954066,5.778443344572414,2.2738511878719234,Iris-virginica
+110,6.371722781290474,2.8711551764029517,4.283099101017074,1.276587225475059,Iris-versicolor
+111,5.784151962781134,2.8038356517269567,5.085280090620288,2.402243177674519,Iris-virginica
+112,6.198410265966865,2.229042361824181,4.492860443643424,1.4909396652464042,Iris-versicolor
+113,6.0901526532586505,3.387938573234645,4.5818065545478435,1.614329873781503,Iris-versicolor
+114,5.787581022659432,2.4509133958923544,4.15117839893705,1.0140468445880055,Iris-versicolor
+115,5.980543893932952,2.1778153725158043,3.9588463511138072,0.954317456759542,Iris-versicolor
+116,6.918090458922904,3.0580410535908547,5.225568260272533,2.289198559070374,Iris-virginica
+117,6.24131045481569,2.732999290627617,5.003866597126307,1.8022593318713245,Iris-virginica
+118,5.130858958547674,3.316001517632722,1.6564129855085274,0.5141982298123045,Iris-setosa
+119,4.502227889994098,2.3303604062842065,1.3166147195827649,0.3048643736238751,Iris-setosa

iris/tab_ddpm/5_4/15/test.csv

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

iris/tab_ddpm/5_4/15/train.csv

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

iris/tab_ddpm/5_4/15/val.csv

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

iris/tab_ddpm/5_4/16/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.894045488576539,3.0,1.3820860041226086,0.19507257696793798,Iris-setosa
+1,5.539719551851466,3.0,4.498568194796423,1.5310739493743533,Iris-versicolor
+2,6.557385317900226,3.0,5.8503701621965645,2.2316458209621715,Iris-virginica
+3,6.465204822233629,3.1307093874507816,4.537275345397186,1.4750439621792708,Iris-versicolor
+4,6.691131632612991,3.232536242364179,5.706070158549233,2.1174943964250446,Iris-virginica
+5,5.785646778412746,2.698146427966607,5.108123511704584,1.9016879610810082,Iris-virginica
+6,6.680250907419831,3.1118525029019244,4.711641767975218,1.5078387721045037,Iris-versicolor
+7,5.933891636860029,2.180121626376314,3.990906692342824,0.9933087790232091,Iris-versicolor
+8,5.074381567631901,3.3325662391804487,1.611944207417432,0.5509839828222736,Iris-setosa
+9,4.842261789724552,3.0,1.425056597753738,0.10000010860890451,Iris-setosa
+10,5.489989577923302,2.405476293162919,3.635622453503901,0.9647749288228917,Iris-versicolor
+11,6.30751481299423,2.702419023968127,4.897052375950049,1.7866474994570054,Iris-virginica
+12,6.708233809052539,3.3083555988719433,5.646228131853281,2.5,Iris-virginica
+13,5.4695552525795375,3.0,4.49187933662842,1.489416524615272,Iris-versicolor
+14,5.1457487524484975,2.3620250906360916,3.46723980720872,0.9104906471114931,Iris-versicolor
+15,5.236456395200802,3.4073001120257795,1.402260198868762,0.19902542861898748,Iris-setosa
+16,5.585962691728665,3.0,3.9254584745232304,1.2980314586142108,Iris-versicolor
+17,5.7877980631422545,2.7949000946689093,5.11991950405908,2.3890209257277797,Iris-virginica
+18,5.644566089189398,2.8926766360790217,3.8603235150705544,1.29284208435831,Iris-versicolor
+19,4.7795582906199705,3.3949062066587454,1.6972746654809099,0.19835144083272022,Iris-setosa
+20,5.581138426961578,2.4586278430004276,3.737758883790376,1.0865403765375248,Iris-versicolor
+21,5.006309172924294,2.3960036277789083,3.5027323599690887,0.9470007732321568,Iris-versicolor
+22,5.020897072714779,3.3664419688645104,1.6163873713242407,0.45804619679104375,Iris-setosa
+23,5.801850500930193,2.7043382394238593,5.11743717746083,1.8853665524142942,Iris-virginica
+24,5.343362313663538,3.7021140977330838,1.5049446746456172,0.2024126915837211,Iris-setosa
+25,6.261181977123567,2.296881742417212,4.386164693902165,1.3537360942968373,Iris-versicolor
+26,4.4,3.2145282093757324,1.294485274103944,0.1984971352862443,Iris-setosa
+27,6.591188400911965,3.0,4.372940395488254,1.3835875374947253,Iris-versicolor
+28,5.530755795084269,4.1999992247109255,1.389894459382873,0.1929524985001992,Iris-setosa
+29,6.66909911785886,3.247927320523048,5.674182398629872,2.097710892964682,Iris-virginica
+30,7.71169711827925,2.620175419250391,6.9,2.3112130411032292,Iris-virginica
+31,4.78614255060032,3.3975241153380145,1.8438714081062813,0.207115751707861,Iris-setosa
+32,4.4,3.2197348511638033,1.2916687522631185,0.20253724231697887,Iris-setosa
+33,6.68154916328838,3.302933615832518,5.699774475130082,2.4999995659285665,Iris-virginica
+34,6.390898195052645,3.0,5.324462296889386,1.8141556512301382,Iris-virginica
+35,5.692559387410019,3.0,4.177082025973938,1.2067481122763906,Iris-versicolor
+36,6.344003270345302,2.965362834380682,5.498046270431085,1.7839058188212966,Iris-virginica
+37,4.588259924062809,3.614552824247673,1.000000361874704,0.19838172457297537,Iris-setosa
+38,4.761969484736553,3.0,1.3881708831610557,0.1,Iris-setosa
+39,5.091063913550795,2.3992766458030528,3.900111127164994,1.0765911714544003,Iris-versicolor
+40,5.507517391162791,2.6039238230395867,4.406941975762546,1.2130599171712508,Iris-versicolor
+41,5.647366247227303,2.876955493631964,3.7392384139235544,1.296842170421753,Iris-versicolor
+42,6.513791933541776,3.0,5.762309832449431,2.1995334287176997,Iris-virginica
+43,6.742293437420872,3.2198012512675662,5.833860766977455,2.2780056484558586,Iris-virginica
+44,7.9,3.717305005255678,6.426022727906698,2.0379166963374105,Iris-virginica
+45,6.030825301036476,3.3874292023137764,4.583451815742552,1.6299044406249874,Iris-versicolor
+46,7.899998833443144,3.8155199637308472,6.477742134702568,1.997756453149831,Iris-virginica
+47,4.816627299652234,3.4052870330786247,1.673207895284045,0.20095047776024516,Iris-setosa
+48,5.515413924242286,2.481002382520881,4.1278655870585625,1.1040568789162524,Iris-versicolor
+49,5.142315895008293,3.294763997043508,1.624801233088488,0.5061229751751626,Iris-setosa
+50,6.658557486537111,3.3058075277730965,5.707419879559513,2.499999614193557,Iris-virginica
+51,5.003451497174047,2.0000006253488873,3.5032337443507235,0.8972789620553148,Iris-versicolor
+52,4.641269948103409,3.221055262850309,1.411727792698124,0.19882992710028374,Iris-setosa
+53,5.875803823424097,2.7321245870395967,5.054391311605167,1.8649668069379397,Iris-virginica
+54,5.567415014672802,2.4971372838250945,3.8193675479909954,1.0633099042099339,Iris-versicolor
+55,6.7055970425860645,3.0,5.012352280149075,1.7070124255009267,Iris-versicolor
+56,5.96777168333982,2.8066318784018947,4.611044781170235,1.2772840454869772,Iris-versicolor
+57,5.971661801952144,3.408693693274781,4.522468294608017,1.5877942377364136,Iris-versicolor
+58,7.6098652130449125,3.0,6.601653330280064,2.09303012902354,Iris-virginica
+59,5.8879449631335286,3.0,5.130605760564774,1.8040334226906745,Iris-virginica
+60,6.622954341983042,3.142713598770657,5.432335826859973,2.012652734838354,Iris-virginica
+61,5.485109502246546,2.4672522552671508,3.8290663315441202,1.0531269881734562,Iris-versicolor
+62,5.941019425883426,3.0,5.090470945830201,1.8012492930630024,Iris-virginica
+63,5.7941978459643995,2.702990158861018,5.096325206627814,1.8804939710847242,Iris-virginica
+64,6.68247927074168,3.287991601364765,5.673131891695195,2.5,Iris-virginica
+65,4.587555840020017,3.612011462898933,1.0000003792521388,0.1922706162582128,Iris-setosa
+66,5.163227987594368,3.453364690011868,1.4002008318816497,0.19874869610103407,Iris-setosa
+67,6.420791145056654,3.2230381549988185,4.727240351197034,1.5402802646196667,Iris-versicolor
+68,6.3205138297375685,2.7172992692144633,4.859025249300729,1.787329151113806,Iris-virginica
+69,7.204865809329343,2.8998690586817633,6.262770371414008,1.7911056862724164,Iris-virginica
+70,4.799243525062198,3.3953171228591095,1.6416158243569265,0.20335360499887453,Iris-setosa
+71,6.151140330706134,3.4049381268965164,5.500150746475486,2.302501898470373,Iris-virginica
+72,5.031464627142095,3.575546761846139,1.4107092087941857,0.20023590836211702,Iris-setosa
+73,6.15722478395211,2.214281449923935,4.466315927153158,1.5009449514068662,Iris-versicolor
+74,5.5839536410035855,2.5014595827826493,3.9085666217336854,1.1097219553298416,Iris-versicolor
+75,5.299524655354771,3.3898091614550445,1.604051805706711,0.20274187864738294,Iris-setosa
+76,5.86367687558464,2.8012278583979606,5.129915133496218,2.3925854427979094,Iris-virginica
+77,5.4268496617230575,3.5537188620995233,1.5285741645610842,0.2098706666192867,Iris-setosa
+78,7.720945823526312,2.6148652256135163,6.9,2.2972166573481565,Iris-virginica
+79,5.805499901248645,2.694934806674357,5.07836079415438,1.8701730797478353,Iris-virginica
+80,4.888928341793781,2.4254095513399285,3.1194508277241795,1.004673915415553,Iris-versicolor
+81,6.569400021484973,3.0,4.418225632943986,1.4357254059663225,Iris-versicolor
+82,7.9,3.8462153125717893,6.343409191639245,2.010656879692088,Iris-virginica
+83,5.192639763039955,3.385047163427214,1.3976103912682594,0.20001393047555974,Iris-setosa
+84,5.413347103598506,3.917312886356644,1.2828777074218642,0.4364708309716243,Iris-setosa
+85,6.168664603438191,2.835561027464315,4.624589354735482,1.2476435409277578,Iris-versicolor
+86,5.998139878448859,2.9561158552592453,4.525100487589535,1.432104281278955,Iris-versicolor
+87,5.4491833499360505,3.4122886473586465,1.5049762990074407,0.42280913973702916,Iris-setosa
+88,5.887813461560093,3.0,5.112228336300743,1.8246351273525805,Iris-virginica
+89,4.624611451468343,3.5519216908900693,1.000000426138205,0.2041386248487065,Iris-setosa
+90,6.688538770680085,3.0722369810954038,4.618878950974268,1.4590923092977925,Iris-versicolor
+91,4.592629998207408,3.185038140916358,1.379025000706263,0.20089301227975404,Iris-setosa
+92,5.476888626034497,4.2,1.4002708775229207,0.19447703023166552,Iris-setosa
+93,5.632428205122005,3.0,4.200468272139508,1.25531746464822,Iris-versicolor
+94,6.846605232240956,3.192866530052339,5.941487394549799,2.3066609748536253,Iris-virginica
+95,5.987148727785141,3.4157619280977576,4.541702068323376,1.640551093099663,Iris-versicolor
+96,7.115737945378147,2.862231088515265,6.190303656674913,1.7877546676168672,Iris-virginica
+97,5.00157590893656,2.0,3.4968300992740864,1.0113337939447056,Iris-versicolor
+98,5.022015592623304,3.0,1.6679075606432785,0.18931501233108516,Iris-setosa
+99,4.811536229276061,3.4067596350532696,1.5794161542875986,0.1999236501821482,Iris-setosa
+100,5.802112439540002,2.6845660032710126,5.090829011296204,1.8961383272570411,Iris-virginica
+101,4.842011002048719,3.0,1.4016788070995974,0.1,Iris-setosa
+102,6.1500848767267575,2.2440235257364423,4.2642722157994175,1.1452745047038402,Iris-versicolor
+103,4.996253998680763,3.0,1.6403033163630503,0.20003879788718854,Iris-setosa
+104,5.429105945473947,3.400199374212585,1.5699174474761082,0.19794897223603589,Iris-setosa
+105,6.695155636304206,3.0,4.977104620302253,1.7028958868336124,Iris-versicolor
+106,6.025091511250763,2.8432864502850395,4.648160964142826,1.2160943010583927,Iris-versicolor
+107,5.687493041140386,3.0,4.522221275472957,1.5185429841627445,Iris-versicolor
+108,6.664511895199629,3.018100698295372,4.532357905230531,1.4605430667188322,Iris-versicolor
+109,6.172787115943521,2.975717733544423,4.586120708698639,1.3793246930323686,Iris-versicolor
+110,6.380534078254638,2.99364709402417,5.532391239492401,1.803409220025266,Iris-virginica
+111,5.590640852608197,2.7989176430784104,4.46080402060529,1.2951859657659177,Iris-versicolor
+112,7.68234105180401,2.6093210681786525,6.9,2.29997688561479,Iris-virginica
+113,6.152013706752323,3.4083297022778556,5.463331020603393,2.3065937285104408,Iris-virginica
+114,4.4,3.1937296581283685,1.3075064474548204,0.1954259606497216,Iris-setosa
+115,5.586716902949714,3.735478774052917,1.647719349410387,0.32454004847533113,Iris-setosa
+116,4.611637618161858,3.195029981255801,1.4098331843662542,0.201430351878234,Iris-setosa
+117,6.854779650378673,3.1881202099197257,5.9491460510080545,2.292999469769596,Iris-virginica
+118,5.549183597585848,3.0,3.983504477043331,1.316826131311001,Iris-versicolor
+119,6.555726147378548,2.9953417516690646,4.3629715471843635,1.3668899413513258,Iris-versicolor

iris/tab_ddpm/5_4/16/test.csv

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

iris/tab_ddpm/5_4/16/train.csv

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

iris/tab_ddpm/5_4/16/val.csv

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

iris/tab_ddpm/5_4/17/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.090276802715759,2.4360112221504315,3.6348229086265165,1.026209771432703,Iris-versicolor
+1,6.6802135865943555,3.1032367685800883,4.725258871644905,1.4941400287623867,Iris-versicolor
+2,5.050794501113627,3.3519399042530975,1.6358051500165458,0.45431473896986496,Iris-setosa
+3,5.531309228304938,4.199999203688135,1.4031820497708003,0.20556158538603728,Iris-setosa
+4,7.129695517484297,3.0421738925877437,6.0599691014111805,2.2099891159756084,Iris-virginica
+5,4.599398277410984,3.6050349850337216,1.0000006818209426,0.20095650243334645,Iris-setosa
+6,5.566749085822686,2.4370383893378174,3.771631489482195,1.0288940229505668,Iris-versicolor
+7,6.253269906628924,2.9054490614784743,5.589683739061783,1.8100795561194636,Iris-virginica
+8,5.08035384732446,3.287753788697822,1.719845712031695,0.476391605679992,Iris-setosa
+9,6.4165071572664285,2.9088197178389366,5.680233627933397,1.7969350128789618,Iris-virginica
+10,5.806247413400037,2.709592460694507,5.123322199141932,1.903853228385023,Iris-virginica
+11,7.899998792780918,3.763317118132862,6.437334602399554,2.012429982251621,Iris-virginica
+12,5.7015325870829905,2.520052292801519,3.9728039838559037,1.031673795479148,Iris-versicolor
+13,5.7131279359638505,3.0,4.181911452730152,1.1678893945362145,Iris-versicolor
+14,7.688639607892189,2.628264232979019,6.8999987989303975,2.2945663165718293,Iris-virginica
+15,4.873802857033748,3.0,1.3921977019140972,0.2020423428088174,Iris-setosa
+16,6.245350027393985,2.7038007535242987,4.953342488361221,1.8134268791789419,Iris-virginica
+17,5.776867389560988,2.794408523138663,5.09438329460846,2.418761424581339,Iris-virginica
+18,5.503680765266184,4.2,1.409945818753597,0.2043108205486535,Iris-setosa
+19,5.656274934901503,2.8773480134461087,3.9499770093565614,1.2953202468035347,Iris-versicolor
+20,6.507276186841237,3.185308403526199,5.082210295732936,1.990780985075768,Iris-virginica
+21,7.71582566770057,2.6178596483780994,6.899999006418806,2.298918251021221,Iris-virginica
+22,5.084807995350607,3.6820279024551463,1.4951252967100563,0.42978510082058025,Iris-setosa
+23,4.597012842765347,3.6269496942325374,1.0,0.20223557024033967,Iris-setosa
+24,5.490000950137443,4.199999059850813,1.4010458421694874,0.203268639331963,Iris-setosa
+25,5.811863203995089,2.8101188843025486,5.112807951057085,2.390557033790022,Iris-virginica
+26,5.016939996530975,3.536917906473039,1.403947288066592,0.20628781701934631,Iris-setosa
+27,5.302861304978496,3.510551623015161,1.5055302561961414,0.20120480863755433,Iris-setosa
+28,5.998720307016572,3.386975327602918,4.496699857168181,1.5520046585832783,Iris-versicolor
+29,5.842626210927843,2.8292863189376076,4.554908261775658,1.3673230364749975,Iris-versicolor
+30,5.532023096586971,3.4555866902972645,1.532768606829545,0.38082802106946106,Iris-setosa
+31,6.636183390802654,3.0,5.002787690368602,1.7004843482897383,Iris-versicolor
+32,5.180190507938447,3.4802141543883574,1.417228227658458,0.20472969645889683,Iris-setosa
+33,5.637324105417164,2.977531033646289,3.9821215193964288,1.31405120233355,Iris-versicolor
+34,4.931219989132449,3.0,1.3983114199993547,0.19813479844433152,Iris-setosa
+35,5.492794273544544,3.0,4.524405497595909,1.5019116886509154,Iris-versicolor
+36,5.652898349559855,3.7630877644945526,1.5703051656248845,0.2897013192451269,Iris-setosa
+37,6.698658238838335,3.1138729239268543,4.688541504378717,1.5088950303605906,Iris-versicolor
+38,6.16811634335619,3.3302058290962733,4.588520677719553,1.571272739451906,Iris-versicolor
+39,5.016319471756992,2.0000009711194577,3.582393422231609,1.0070309736889405,Iris-versicolor
+40,7.087312806335606,3.0088246722631156,5.8762410182911085,2.1831021268060193,Iris-virginica
+41,5.099001578760119,3.2799964997507067,1.7864939143157368,0.45855202770904635,Iris-setosa
+42,6.744346687980487,3.0247447742692386,4.84704769772548,1.588370375044142,Iris-versicolor
+43,5.121424982431336,3.5283766994846415,1.4016439821492757,0.20460071735291419,Iris-setosa
+44,5.016317807094122,3.0,1.5762075249059868,0.2023030641535172,Iris-setosa
+45,7.594267096660938,3.0,6.6233501070267025,2.0727019453214766,Iris-virginica
+46,4.775908566064965,3.402199461045842,1.5719073849065426,0.20087654801840157,Iris-setosa
+47,5.81161049026771,2.719856341074792,4.238218813423579,1.0728398937643153,Iris-versicolor
+48,4.892805171645807,3.0740193610890123,1.4925985873460035,0.1,Iris-setosa
+49,4.600183652306561,3.564981998873218,1.000000388822752,0.20078293686223384,Iris-setosa
+50,6.431186270646425,3.2239914566314667,4.680947316815936,1.5704731414725246,Iris-versicolor
+51,6.613240731664177,2.4931773125384513,5.627901611585427,1.819175080152633,Iris-virginica
+52,4.948394816301044,2.4032240221996823,3.310728119521417,0.984294074785564,Iris-versicolor
+53,5.79300812115993,2.668588075063887,3.979865063371898,0.8810515196025774,Iris-versicolor
+54,5.492388089343965,4.2,1.413154296557778,0.19809063044416608,Iris-setosa
+55,5.763578909740812,2.9846887830087216,4.396870320002375,1.3744355925727323,Iris-versicolor
+56,4.619537545761157,3.5938569430000276,1.0000004640804983,0.20679381774054686,Iris-setosa
+57,5.096893684160782,3.5533903975659022,1.4120193854494774,0.2006081737444205,Iris-setosa
+58,5.497394085719829,3.0,4.480130395461685,1.453253653045991,Iris-versicolor
+59,6.696244718943747,3.0,4.97259639151508,1.7028536731141635,Iris-versicolor
+60,6.434230114978642,3.230474585133716,4.718616018550567,1.6056644233090238,Iris-versicolor
+61,6.13772753177503,2.8516122421177448,4.526752561434547,1.2684525748845672,Iris-versicolor
+62,5.644313414222644,2.843414199653221,3.7938376566124523,1.2280819972893036,Iris-versicolor
+63,6.688598125902718,3.0788375467709277,4.757810780677189,1.5463405818653941,Iris-versicolor
+64,4.4982039115398615,2.32903093546464,1.2987773299857377,0.37154207148682794,Iris-setosa
+65,5.526704732915951,3.439067061195442,1.529190907174542,0.36111512223628,Iris-setosa
+66,6.221582534190321,2.232799376018279,4.396312701823384,1.3555073284952044,Iris-versicolor
+67,4.598817913089286,3.6283225330460342,1.000000468015406,0.19807301646008638,Iris-setosa
+68,6.864807735572989,3.128113241544598,5.072424836581116,2.2985936319347804,Iris-virginica
+69,4.815709474522927,3.0,1.4110300166438665,0.380427916281967,Iris-setosa
+70,6.887990364878198,3.1006949984640757,5.100298188134323,2.298393943774622,Iris-virginica
+71,5.246687446085655,3.7709731183261472,1.4655128270642082,0.4239473580186725,Iris-setosa
+72,6.663102770467829,3.2490192379274223,5.724485239562334,2.0967419583169873,Iris-virginica
+73,5.817193159829601,3.117144798328916,4.699818774428858,1.69226521105262,Iris-versicolor
+74,5.002483314185534,2.0,3.5220300417323327,1.0195162514895528,Iris-versicolor
+75,5.015068881160522,2.0000005610131417,3.4842637138834975,0.8752412431822751,Iris-versicolor
+76,4.913488440437493,3.0,1.4032059570126945,0.2103071228905852,Iris-setosa
+77,4.918325667380819,3.0,1.402743397643945,0.1994622334395246,Iris-setosa
+78,7.690779979461235,2.6152925117121097,6.899998986168297,2.2854613666568873,Iris-virginica
+79,5.533581687015076,3.0,4.45151324849867,1.489107879571443,Iris-versicolor
+80,7.9,3.8154923022043907,6.346315651811575,1.995279022600886,Iris-virginica
+81,5.437097468810013,3.0,4.498856315134417,1.508827245314124,Iris-versicolor
+82,6.2715437074172815,2.5624227701879625,4.954492713445403,1.8497177151206776,Iris-virginica
+83,6.061223296936388,3.348840554790917,4.6153425470005525,1.6113424383048396,Iris-versicolor
+84,5.153691622963244,3.3057059304449097,1.5700784745204106,0.40503726719444044,Iris-setosa
+85,5.781505292765658,2.6879663324936316,5.148681318984196,1.9187536923640418,Iris-virginica
+86,5.437645731954223,3.0,4.4569734280341855,1.490396963483543,Iris-versicolor
+87,6.083287512800937,3.0,4.603452483253381,1.408621016843124,Iris-versicolor
+88,7.724024005423491,2.558736734103866,6.9,2.3033967375654747,Iris-virginica
+89,7.708296112420521,2.8033953457010092,6.701238297436202,1.998631869523402,Iris-virginica
+90,4.595835355390144,3.2034198417221855,1.4085419789795242,0.2020031397314971,Iris-setosa
+91,4.829121870991623,3.386278126444023,1.7694288889316163,0.20053656534076883,Iris-setosa
+92,5.669327895540474,3.0,4.144839241141701,1.252675240472004,Iris-versicolor
+93,6.842782935664519,3.0881075482186198,5.0788520944345485,2.2927892366043903,Iris-virginica
+94,5.001193842462387,3.0,1.5769921843494665,0.19907257987505622,Iris-setosa
+95,5.017439702186451,3.5967620393183592,1.3851366044189932,0.20276188706597745,Iris-setosa
+96,6.393429692327509,2.907771643561013,5.604813113939393,1.7939241940571466,Iris-virginica
+97,6.341571013562529,2.8681899062068963,4.312770542569766,1.274694149207318,Iris-versicolor
+98,5.461608234226092,2.5415751171802348,4.315184057225186,1.1508365472828752,Iris-versicolor
+99,6.71504640042831,3.2866844084741094,5.728547720058658,2.5,Iris-virginica
+100,6.682886911414227,3.3448031210776463,5.75401355054727,2.5,Iris-virginica
+101,6.310093724739599,2.7055103656960378,4.952332023252686,1.8054489026103866,Iris-virginica
+102,5.521184992609077,4.199998915993455,1.3865032257864058,0.20429465169286185,Iris-setosa
+103,7.717570764699963,2.7932019413969593,6.7205558695492575,2.0166291206457085,Iris-virginica
+104,6.553105235251507,3.206130036136413,5.158269265193594,2.0399227865637104,Iris-virginica
+105,5.789778385046997,2.8015442223592086,5.094722588236323,2.401085739299318,Iris-virginica
+106,5.478389268643459,3.0,4.516207528119699,1.530175919440705,Iris-versicolor
+107,7.899998979370723,3.805472262145874,6.392675125429677,2.023716363260768,Iris-virginica
+108,5.5351206775036825,3.0,4.524483461903408,1.5010221798315264,Iris-versicolor
+109,4.910468697906051,2.378835310527369,3.3088683259224547,1.011849788348967,Iris-versicolor
+110,5.799773903687391,2.6983310338610575,5.099812053495217,1.9038948013817871,Iris-virginica
+111,4.586074335527173,3.6094874351508874,1.0000008806076934,0.19820103300570643,Iris-setosa
+112,6.7198861859143415,3.2681140659807575,5.766587507617956,2.185438468222743,Iris-virginica
+113,5.4363378910933475,3.0,4.4958114924127495,1.5023082940970962,Iris-versicolor
+114,6.2056431374523235,3.305066284884182,4.677715697586492,1.5940016542396052,Iris-versicolor
+115,5.4351551952367245,3.4171352887510693,1.5224301365281299,0.39764643624284035,Iris-setosa
+116,5.7966501612774515,2.705983007738403,5.08767759806285,1.8873584382388087,Iris-virginica
+117,5.020644168848754,2.0000005940468832,3.4358637078631267,1.0150765271519453,Iris-versicolor
+118,6.837140346821631,3.1903483419422383,5.883633339661035,2.3119247903703486,Iris-virginica
+119,6.241772324242211,3.3220828879277864,4.648030045512856,1.5726844043654138,Iris-versicolor

iris/tab_ddpm/5_4/17/test.csv

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

iris/tab_ddpm/5_4/17/train.csv

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

iris/tab_ddpm/5_4/17/val.csv

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

iris/tab_ddpm/5_4/18/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.9,3.779715382908256,6.368027406060828,2.0132910897503833,Iris-virginica
+1,4.80916393673667,3.388098807141686,1.6017402980121163,0.19894291777944234,Iris-setosa
+2,5.715891099249263,2.889672625029904,4.258193707987373,1.2847522731071828,Iris-versicolor
+3,6.716067668573994,3.086833456209495,4.679083837372057,1.4653055528652648,Iris-versicolor
+4,5.5079846732426025,2.441037036692973,3.7229386178541213,1.0357992547355208,Iris-versicolor
+5,5.189955828426742,3.3755630386739437,1.3899434156131345,0.20030843721925184,Iris-setosa
+6,5.6698164501671675,3.803176360845586,1.5957820645259826,0.29495426874000563,Iris-setosa
+7,5.205705876852357,3.400731467479552,1.4106920744967464,0.19986933470580942,Iris-setosa
+8,4.915104368006529,3.447951116897935,1.525301924842599,0.20169744772107195,Iris-setosa
+9,6.533729898421024,3.189807466390656,5.118509449329231,2.00012881835695,Iris-virginica
+10,7.048668357130085,3.1707691001401836,5.968430616146249,2.285927410859712,Iris-virginica
+11,5.349281751839633,3.4242564351533926,1.5107448510879329,0.20673890120601876,Iris-setosa
+12,6.456660592386535,2.950083258667866,4.311588924651835,1.3313656840914374,Iris-versicolor
+13,5.638458858727992,3.0,4.1742665172710085,1.2551803990353643,Iris-versicolor
+14,6.208064951192036,2.2037287019229743,4.46089306673147,1.4537962334631829,Iris-versicolor
+15,6.810408857270476,3.2076059060829873,5.89867209835515,2.309769606977492,Iris-virginica
+16,7.712005823837204,2.8088301466529333,6.723324253995571,1.9868816701668552,Iris-virginica
+17,6.272673861027603,2.7484457991479996,4.304205189874098,1.260884145028017,Iris-versicolor
+18,6.781094674397673,3.206358240547032,5.862675136198178,2.2791521664674073,Iris-virginica
+19,7.135668652474237,3.0,5.791330895234088,2.196820695344236,Iris-virginica
+20,6.29876220964881,2.600209240086009,4.934047365286776,1.8367118313335005,Iris-virginica
+21,6.540564448214148,3.351661423417627,5.534328807442973,2.1562247719124317,Iris-virginica
+22,6.698467293992827,3.2829215810958985,5.657867608758803,2.499999465107464,Iris-virginica
+23,5.417749820088854,3.8885227809374747,1.302247613255057,0.38649189837640086,Iris-setosa
+24,4.902621155690272,3.0,1.3982409341324438,0.2002384235858711,Iris-setosa
+25,6.5429079073993215,3.0,4.3294523875892805,1.3670174673292221,Iris-versicolor
+26,5.359939755319504,3.3773910143414145,1.495255456895728,0.3772239994959421,Iris-setosa
+27,4.80898203619918,3.4044461441306826,1.6817223777585781,0.200515455483125,Iris-setosa
+28,6.481775798836731,3.0,5.787817032011957,2.1935295789140046,Iris-virginica
+29,7.7272524307897195,2.630353475348066,6.9,2.311860031650471,Iris-virginica
+30,6.932093211702881,3.1139618426955415,5.095055522342681,2.294928919763508,Iris-virginica
+31,6.67534046005054,3.3119339901322684,5.741643456869361,2.5,Iris-virginica
+32,5.9430578272432,3.2094392478566585,4.783417623333668,1.7859951318414595,Iris-versicolor
+33,6.22587287208571,2.2087156449351544,4.508161564803704,1.5054788425991334,Iris-versicolor
+34,5.618463682088976,3.0,4.164676555869812,1.2603971772889506,Iris-versicolor
+35,5.501945257527879,2.6204431213531656,4.424242205667979,1.2060697505259617,Iris-versicolor
+36,6.414175412311704,3.343084191486977,5.332433143280116,2.233871550536383,Iris-virginica
+37,6.2915268393706345,2.2551178677896426,4.459084473700023,1.3720997044613905,Iris-versicolor
+38,4.799484523567206,3.3994100807597087,1.865874632280573,0.2022727519738931,Iris-setosa
+39,5.389267184185642,3.0,4.490340494976452,1.494698336284461,Iris-versicolor
+40,4.81818145567942,3.3956772659326515,1.9312830676370345,0.20245652978318623,Iris-setosa
+41,6.700578951291493,3.298714994405768,5.713518711919562,2.5,Iris-virginica
+42,6.25788807132059,3.3642939833161782,5.413069360327841,2.277635390121924,Iris-virginica
+43,4.7024646615709,3.304480420998864,1.425084405643598,0.19572404147136352,Iris-setosa
+44,6.498531060154106,3.0,5.474900459800686,1.802412756455248,Iris-virginica
+45,5.089802646016643,3.6688942765546573,1.4973776614728012,0.3419864708105271,Iris-setosa
+46,5.724346792756405,2.920336106553226,4.188171118694404,1.151633352609754,Iris-versicolor
+47,4.812982867705974,3.0,1.4017964417674327,0.26076085241548974,Iris-setosa
+48,4.782931699341785,3.3878321050250544,1.6165470254784053,0.19969796971909945,Iris-setosa
+49,6.678217803279028,3.106607096498949,4.707629892431696,1.5126814932953996,Iris-versicolor
+50,6.255182167769684,2.24325368444304,4.49051258640784,1.405369505614037,Iris-versicolor
+51,4.995048102852017,3.0,1.5747867100500181,0.19852194271749207,Iris-setosa
+52,5.137561524385282,3.70356671941707,1.5225748555243501,0.41870596677480454,Iris-setosa
+53,4.600885465612613,3.615518594237204,1.0,0.2014476703046076,Iris-setosa
+54,5.729685324355364,2.2995008429959825,3.917284450270021,1.0281413609163852,Iris-versicolor
+55,5.554034426648383,3.0,4.021813061435573,1.3073780350628708,Iris-versicolor
+56,6.832920377037785,2.807182875324402,4.792695338690542,1.3992681687733728,Iris-versicolor
+57,5.92707606470403,2.91248038276334,4.282612091614419,1.3225940819531825,Iris-versicolor
+58,4.591838718685038,3.6525964603947707,1.0,0.19743104532542521,Iris-setosa
+59,5.01580440915936,3.6508733558183226,1.4176979403241943,0.20018881567137148,Iris-setosa
+60,6.82307132618525,2.8080781539803152,4.810522126144307,1.3990286784251904,Iris-versicolor
+61,6.102449954320023,2.979768231376762,4.557101267022203,1.3860997887190323,Iris-versicolor
+62,5.230038538792153,3.408518948347778,1.409155953905161,0.1992384397774876,Iris-setosa
+63,7.708361712455334,2.6151481299453696,6.8999988639048695,2.3000943410661323,Iris-virginica
+64,5.000937503366535,3.0,1.5898565660378985,0.2031361105030205,Iris-setosa
+65,4.795543019239267,3.0,1.403364133262698,0.10000009294913913,Iris-setosa
+66,4.4,3.214161758669757,1.2961100639703167,0.20292561689901145,Iris-setosa
+67,6.503789265245719,2.968891803593244,4.353144076043163,1.3716511291747604,Iris-versicolor
+68,6.816497894209757,3.157331774008509,5.916561208098751,2.3028951094677135,Iris-virginica
+69,5.146107520876381,3.750244984058857,1.469284474679909,0.4083149851879126,Iris-setosa
+70,6.642560767849261,2.5242591786466404,5.65339830205956,1.7996263594292814,Iris-virginica
+71,6.699263398764192,3.0,4.995402553773338,1.702197359780482,Iris-versicolor
+72,6.69753358993525,2.5007208492983835,5.913334468188514,1.7794531253868136,Iris-virginica
+73,6.480011471215316,2.939649659006775,4.341606740472313,1.3369425216791588,Iris-versicolor
+74,5.7904714740959875,2.7180250930582295,5.094908863055391,1.897373810188353,Iris-virginica
+75,7.64366046679393,2.822796360659036,6.6774760008583165,1.9754403177706272,Iris-virginica
+76,6.795848009327728,3.196648635378147,5.812525127791463,2.2792653073823885,Iris-virginica
+77,7.691330246440759,2.808420785942284,6.683688166112274,2.0156658682231803,Iris-virginica
+78,5.378055442105909,3.383286804715438,1.4838952866457664,0.3440745235423849,Iris-setosa
+79,5.898342573388843,3.0,5.0889762134505085,1.7887199976532506,Iris-virginica
+80,6.008377289669082,2.2026836147493287,4.070212013954795,1.0049572972276755,Iris-versicolor
+81,4.400000661584662,3.190791810612433,1.2633413009240324,0.19911001908060358,Iris-setosa
+82,5.890166105645557,3.0,5.105951637634722,1.804277164392536,Iris-virginica
+83,6.718607945254912,2.4909115997826032,5.9911664195667,1.8037788147303242,Iris-virginica
+84,5.546443820981559,2.670619544818742,4.454257935895551,1.2609847958746807,Iris-versicolor
+85,5.612779580199876,2.9134978416928976,4.014505578000064,1.2909855562935586,Iris-versicolor
+86,4.618679880079922,3.668138015888012,1.0,0.19149354924907225,Iris-setosa
+87,5.936686682748584,3.0,5.093048454146076,1.8394932739989196,Iris-virginica
+88,6.733883970046903,3.2678001216935653,5.792445230769809,2.1133172975088623,Iris-virginica
+89,4.842894896935531,3.0250207858933233,1.4683784869885816,0.10000009721465453,Iris-setosa
+90,5.6698195898237564,2.6020067670840974,4.072578615282801,1.1260626687695026,Iris-versicolor
+91,5.793930544331149,2.7223610766526805,4.173317663134075,1.0521735356671538,Iris-versicolor
+92,5.097949527875668,3.48645308881899,1.405243918067237,0.1973145388243372,Iris-setosa
+93,4.804977757013718,3.4022645880483,1.597636578915954,0.19473826984011192,Iris-setosa
+94,5.188495304231054,3.403909951923055,1.4093290879250548,0.2008118979032923,Iris-setosa
+95,5.724769062675592,2.7285666839160676,4.166699565861816,1.1600280748237244,Iris-versicolor
+96,5.860006832853187,2.7729775907522622,4.2002898434455735,1.0262578818856587,Iris-versicolor
+97,4.8143527523487215,3.0,1.3843692308668458,0.10000009218576317,Iris-setosa
+98,5.70394365012428,3.0,4.200726057350162,1.1965401788415095,Iris-versicolor
+99,4.486357098993761,2.258497388628037,1.2869506998087772,0.29131061465799823,Iris-setosa
+100,4.880429292123344,3.1008233140726045,1.4736381953638154,0.10000009929668757,Iris-setosa
+101,4.991233952357994,2.0,3.334694933604225,0.9478758137911423,Iris-versicolor
+102,7.674364229527338,2.5963069882174854,6.899998535403764,2.288031505093428,Iris-virginica
+103,5.788035203798105,2.6976313704641144,5.106502956548644,1.909387561289371,Iris-virginica
+104,6.033347024586907,3.0,5.250934757127128,1.8053663317251294,Iris-virginica
+105,5.777342966926424,2.690986452833197,4.0861944726118224,0.9649805291741114,Iris-versicolor
+106,5.669128304484239,3.0,4.165425661598512,1.2030257930054429,Iris-versicolor
+107,5.900416446899352,2.6985396983222016,5.075306373256902,1.9066077147085903,Iris-virginica
+108,5.371989426325951,3.7786634371193926,1.5143973123169878,0.37826567733406435,Iris-setosa
+109,6.714338181923602,3.0,4.990482338617847,1.708903046585524,Iris-versicolor
+110,4.4,3.2212931422929203,1.2832485457339404,0.20164742353224163,Iris-setosa
+111,5.799781618646269,2.6924141658407272,5.11678738614488,1.8912364130484283,Iris-virginica
+112,5.013325403430537,3.0,1.5819627879299913,0.1975318514073891,Iris-setosa
+113,5.883395842057914,3.0,5.093753617121103,1.8034486153237106,Iris-virginica
+114,7.289039931852776,2.881408957927199,6.25700644684561,1.7920901171541135,Iris-virginica
+115,5.807676375791898,2.7077353375986615,5.103044322028286,1.8990175405752485,Iris-virginica
+116,5.808196448727938,2.6913877018657626,4.172917769031196,1.0074897436337145,Iris-versicolor
+117,4.792050752567868,3.3820793589308384,1.8616707892771875,0.20026614965946776,Iris-setosa
+118,5.940181710457424,2.7727212555999996,5.357422327285075,1.865069372054588,Iris-virginica
+119,5.070651883588917,3.4962727148119317,1.392058831721597,0.1987556292737156,Iris-setosa

iris/tab_ddpm/5_4/18/test.csv

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

iris/tab_ddpm/5_4/18/train.csv

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

iris/tab_ddpm/5_4/18/val.csv

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

iris/tab_ddpm/5_4/19/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.967152234064673,3.0,5.134595159270491,1.7952443785184777,Iris-virginica
+1,5.417634226055333,3.9155824454259824,1.2755282965881312,0.45404919406982786,Iris-setosa
+2,7.125484644196517,2.679410194329782,6.207926399990976,1.8047450890581236,Iris-virginica
+3,6.558991160015674,3.1631304458739375,5.313158220895662,1.9872245340003138,Iris-virginica
+4,7.671699376527817,2.624333287791691,6.9,2.2976120395439614,Iris-virginica
+5,6.4490848215818914,3.0,5.540867358072466,1.8060902010816993,Iris-virginica
+6,4.84728624453273,3.378616416802563,1.9695396413099773,0.21746752262146812,Iris-setosa
+7,6.335834085831455,2.9196807005997396,5.577490859342906,1.8067156488045681,Iris-virginica
+8,6.790523124226832,2.8068497018245737,4.836683348327513,1.4129494286018018,Iris-versicolor
+9,7.715713441583084,2.5872778677960726,6.9,2.300725883027427,Iris-virginica
+10,4.8956496879995095,3.069942949593774,1.5045026233860515,0.10000009411841022,Iris-setosa
+11,6.008552294005967,3.399562680633168,4.483263379421124,1.6045134228854092,Iris-versicolor
+12,4.823377349721424,3.0,1.3994969581863856,0.10000011901952899,Iris-setosa
+13,6.722037687167522,3.0,4.9991677494046876,1.6879008191536007,Iris-versicolor
+14,7.72458045758612,2.795897703798671,6.72791723357313,2.0257041754699543,Iris-virginica
+15,5.124637870606446,3.595967067297272,1.4192468893701793,0.19941713911324038,Iris-setosa
+16,6.598871034578699,3.0,4.475042392407942,1.4351428504917474,Iris-versicolor
+17,5.760555215135355,2.6891594914492547,5.092268616885955,1.901043681177042,Iris-virginica
+18,6.460990207643963,2.932752540341239,4.3380356385630225,1.3269558874545018,Iris-versicolor
+19,5.950496259739903,3.0,5.140750495709559,1.7971012898911074,Iris-virginica
+20,5.781728542261588,2.7157398309677947,5.115791246115042,1.8930891881088008,Iris-virginica
+21,6.199861809486855,2.919200735563467,5.519761211882766,1.799172774746734,Iris-virginica
+22,5.524406364439129,4.199999199112535,1.408150599118134,0.2017124609887633,Iris-setosa
+23,4.914816887483344,3.0,1.4077904719147474,0.19546942551664354,Iris-setosa
+24,7.666571646904343,2.8195331673853614,6.687953634541615,1.964947718710039,Iris-virginica
+25,7.267206528941857,2.90981105366682,6.215235416406879,1.8072266792269494,Iris-virginica
+26,6.696859909435065,3.3157796736674734,5.676433386081009,2.5,Iris-virginica
+27,5.687715322888269,2.9974979176603616,4.202182618816002,1.2626863394557848,Iris-versicolor
+28,5.816061978928297,2.7022781666402924,4.053558001000131,1.0099718135324163,Iris-versicolor
+29,6.693404017693389,3.3172349713661227,5.705890640902748,2.5,Iris-virginica
+30,5.433657580747384,3.0,4.46742595521915,1.52475318413028,Iris-versicolor
+31,7.66782241567973,2.613855554783303,6.8999989010329585,2.286690507211585,Iris-virginica
+32,6.301268494537195,2.5328889976035267,4.9779306267539,1.882840172696844,Iris-virginica
+33,4.603427562679166,3.6059739346047115,1.0,0.1982078907313268,Iris-setosa
+34,6.479923019051084,3.0,4.422522879214764,1.3907472588974201,Iris-versicolor
+35,5.515410436479069,2.4309738830210694,3.7317870054004447,1.0178207172096303,Iris-versicolor
+36,6.684017585472255,3.1755913520947647,5.386590349109791,2.172601613006138,Iris-virginica
+37,5.0279755856802355,3.550696581590305,1.4000528460114263,0.2010461202559937,Iris-setosa
+38,6.418922826759872,3.0,5.547199263975402,1.800399416408704,Iris-virginica
+39,5.394855544160896,3.8409055377169143,1.3510231558714991,0.3350707287754708,Iris-setosa
+40,5.696744871232088,2.800416132708139,4.5138435729813295,1.3098961422416746,Iris-versicolor
+41,7.692026268049189,2.582465081157972,6.9,2.2991619881744954,Iris-virginica
+42,5.350926083393656,3.848589817356133,1.3516048778089214,0.33874460412860485,Iris-setosa
+43,6.0670502876677,3.3878452412925157,4.544747849609451,1.6140423297213422,Iris-versicolor
+44,5.7022825953881275,3.0,4.543294358351104,1.5403911712379956,Iris-versicolor
+45,5.418367552919663,3.411813315699607,1.760343305968933,0.2009615825869446,Iris-setosa
+46,5.114108162793172,3.2918362346030605,1.8182804225901816,0.446205891774958,Iris-setosa
+47,5.2316418746622455,3.4052913794631205,1.3987540914766574,0.1965963141863536,Iris-setosa
+48,4.806168974916733,3.3949466609792314,1.8741145508747068,0.2013629528415938,Iris-setosa
+49,5.759012207090972,2.8667276655213505,4.14034189203577,1.252452271534334,Iris-versicolor
+50,7.701205899830076,2.6218782883050538,6.899998354146872,2.3460897237008833,Iris-virginica
+51,7.110017206915942,3.0,5.9509677987148795,2.03793286791564,Iris-virginica
+52,5.398334513083466,3.387716919123989,1.5094701196823002,0.4282778405828273,Iris-setosa
+53,5.508691105540525,3.0,4.48101142032785,1.4869602277750003,Iris-versicolor
+54,6.808546180673089,2.794445368738574,4.817199201669048,1.3966473906229788,Iris-versicolor
+55,6.710439659319064,2.502971865828123,5.804353114705393,1.7955457155818866,Iris-virginica
+56,4.498887506148713,2.319396934039272,1.2915911658519739,0.3161718358077067,Iris-setosa
+57,5.858430565130842,3.0,4.4860926429140555,1.3585054933675806,Iris-versicolor
+58,5.529668541856411,2.6057895309526398,4.4048630876862385,1.2248217855328016,Iris-versicolor
+59,4.782663657210976,3.379478148212228,1.938317240205884,0.19589637704266893,Iris-setosa
+60,6.339173200341469,2.8605946282461834,4.295249895737089,1.2687855065247984,Iris-versicolor
+61,7.9,3.8429637535785814,6.430143966254337,2.032430670032298,Iris-virginica
+62,6.253078807453726,3.340971190992949,4.683780829171426,1.6089258375274405,Iris-versicolor
+63,5.086725258257163,3.491476975102311,1.3913443359641242,0.19842763467599395,Iris-setosa
+64,7.140977905671846,3.0,5.963070959781857,2.0947644524973996,Iris-virginica
+65,7.9,3.701321639660589,6.402605559485055,2.0208325635130437,Iris-virginica
+66,4.906330953526483,2.3760742112749638,3.3044721274650017,0.9455843666657926,Iris-versicolor
+67,5.095641160934177,3.4713565661718975,1.3988859084377099,0.19812165728719267,Iris-setosa
+68,6.637662999632132,3.0,4.977264510053747,1.7332687042469126,Iris-versicolor
+69,5.891959566925328,2.934103096272811,4.526922974966288,1.465442728606045,Iris-versicolor
+70,6.898418824077833,3.1093769951348795,5.078611154595548,2.2994766219676666,Iris-virginica
+71,6.308205636197579,2.459486975759572,4.996291111435185,1.9036339636310917,Iris-virginica
+72,5.484406667760533,4.2,1.4082273661425706,0.1996256990021406,Iris-setosa
+73,7.6549487898603035,3.0,6.6491241142502595,2.0985178398141393,Iris-virginica
+74,7.702994178166084,2.806437449275132,6.6732490902891035,1.994052065886986,Iris-virginica
+75,4.943256405349382,2.403479079129765,3.349765840987626,1.0057952636703937,Iris-versicolor
+76,5.684111829770404,3.0,4.2070481581373596,1.2434543391460227,Iris-versicolor
+77,7.258336763862336,2.8898367196334216,6.2330621878797015,1.7943638289181942,Iris-virginica
+78,5.58974576144046,3.0,4.086144335825992,1.2946149310528419,Iris-versicolor
+79,5.698123573420113,2.89488935472215,4.165760956869938,1.2909937072889486,Iris-versicolor
+80,5.703086199264044,2.7899655778408676,4.462728180702304,1.2946303909882677,Iris-versicolor
+81,6.269714541165086,3.3160528144323433,4.688604253685593,1.6175086965130498,Iris-versicolor
+82,5.006143755709774,3.0,1.7377799695177447,0.20218988767356166,Iris-setosa
+83,5.313211383622153,2.405979392054389,3.5716199287555845,0.957228204153125,Iris-versicolor
+84,5.864795448804474,2.939956923402978,4.524077712211216,1.4065651867586166,Iris-versicolor
+85,4.607195039248748,3.582541205147782,1.0000004501212592,0.2014513281171306,Iris-setosa
+86,5.416899091498057,3.4084746514170465,1.8093172820327188,0.2023475337229233,Iris-setosa
+87,5.502434024289172,3.0,4.524975452267896,1.5045824677015833,Iris-versicolor
+88,6.040942303817685,3.0,4.580312606845709,1.473508628028259,Iris-versicolor
+89,5.682882288437501,2.5357489373832527,3.9747887695626773,1.04303490753693,Iris-versicolor
+90,6.703153686586435,3.3186091375124342,5.714960618865205,2.5,Iris-virginica
+91,5.002720356894656,3.41372039453547,1.5749015449469381,0.4351237376404373,Iris-setosa
+92,5.531825065294401,3.0,4.513491402581594,1.4783795415384888,Iris-versicolor
+93,5.634002030648488,2.635999138865344,4.376247850708264,1.2212630080708582,Iris-versicolor
+94,6.81647840556565,3.21398057212537,5.8250024642094385,2.2993627999173722,Iris-virginica
+95,6.686540333923299,3.112647441432855,4.659896040805674,1.4908256964239794,Iris-versicolor
+96,5.7758097361814364,2.711923956685771,5.111064322742944,1.898010896555265,Iris-virginica
+97,4.586491044124508,3.5900743514313116,1.0,0.2026797858656397,Iris-setosa
+98,5.988161789538202,2.208741611166339,3.9856181196124627,1.011236189415176,Iris-versicolor
+99,4.855060947272492,3.0287978806979248,1.468403869355995,0.1,Iris-setosa
+100,5.063705091506904,3.5712954664135736,1.3914420641062768,0.19990602006038471,Iris-setosa
+101,5.7659793089761635,2.837170765087318,4.493540803439683,1.3755765516727678,Iris-versicolor
+102,5.3215400564721405,3.744100696558974,1.5203870682651974,0.20404837506530513,Iris-setosa
+103,5.535877098761775,2.4353254445120394,3.763493320568197,1.0011319797137934,Iris-versicolor
+104,5.550449946356137,4.2,1.400632058736179,0.2074580169370789,Iris-setosa
+105,5.967531321862752,3.4082405141054903,4.430146603830845,1.6027552253096298,Iris-versicolor
+106,5.084661855412264,3.6997111893109604,1.5008288826100058,0.4038292563407772,Iris-setosa
+107,7.624955788957427,3.0,6.631213187263341,2.0917286470913803,Iris-virginica
+108,7.226222692428721,2.8938114645404878,6.255300660095072,1.8004221153389768,Iris-virginica
+109,6.181599726928137,2.2157860948144497,4.4527780464346955,1.4315473369415508,Iris-versicolor
+110,4.400000975037725,3.20482182593933,1.293172996113155,0.20382058303362618,Iris-setosa
+111,5.3683567591025385,3.392247470853489,1.6262364423550653,0.19864958013784967,Iris-setosa
+112,7.273272775963142,2.953428554145974,6.243331325487678,1.920588842524933,Iris-virginica
+113,5.01207164208741,2.0,3.455477400848935,1.013662092383377,Iris-versicolor
+114,5.019588117153356,3.5950157185114384,1.4006552817171984,0.20060057475578996,Iris-setosa
+115,7.9,3.7803664550410296,6.3962823156890805,2.0059256621167965,Iris-virginica
+116,5.893072102133114,2.9182182648550516,4.501355623327042,1.4887369708111646,Iris-versicolor
+117,7.639749936592461,2.8125053204891275,6.642705612954321,1.9637185110549162,Iris-virginica
+118,4.502121065120134,2.3129493029959036,1.3053644160826958,0.296147878607924,Iris-setosa
+119,4.787720355000949,3.0,1.3935808886231844,0.2972536374837577,Iris-setosa

iris/tab_ddpm/5_4/19/test.csv

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

iris/tab_ddpm/5_4/19/train.csv

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

iris/tab_ddpm/5_4/19/val.csv

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

iris/tab_ddpm/5_4/2/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.290620349710473,2.716943972910239,4.884596594273559,1.8077553747958008,Iris-virginica
+1,4.597172984597112,3.659048126135986,1.0000003703695972,0.20296375567714545,Iris-setosa
+2,6.544317045681298,3.0,5.51731833569966,1.8068251205425776,Iris-virginica
+3,6.86673801679655,2.7982097308852834,4.788479457699315,1.3921673353813953,Iris-versicolor
+4,6.1989627142174,3.3936755901539293,5.461404733850026,2.2827034425468753,Iris-virginica
+5,5.01709643333752,2.0000006946426976,3.534560264761083,1.0110950449775835,Iris-versicolor
+6,4.991126551032045,3.0,1.5731348672065164,0.19945913435035062,Iris-setosa
+7,4.791638703179893,3.3719859671245755,1.5654772587448644,0.19830491926348032,Iris-setosa
+8,5.494510665937247,3.0,4.475986395511319,1.479785758038723,Iris-versicolor
+9,5.595970427472051,3.0,4.527518863118881,1.5507275208486415,Iris-versicolor
+10,5.547540961683166,4.199998943772404,1.4063365071680691,0.20542950686443098,Iris-setosa
+11,5.833462821949318,2.73556790679809,4.19310420446135,0.9881839449535983,Iris-versicolor
+12,5.67936099099633,3.0,4.077419286832413,1.2765382135906325,Iris-versicolor
+13,6.357965949101141,2.9346489425890914,5.554950324326115,1.7962969223080456,Iris-virginica
+14,5.789552783312989,2.692954879624557,5.090734526227076,1.9101331998919304,Iris-virginica
+15,5.709039233957009,2.891504225685898,4.203516630547727,1.2992758527872175,Iris-versicolor
+16,6.288398277296553,2.675110071351643,4.922400421247675,1.8037978301499187,Iris-virginica
+17,5.250075805886363,3.57501366506351,1.4526456953588642,0.20057630771356427,Iris-setosa
+18,7.718486214825829,2.61060501896521,6.9,2.2984637728195434,Iris-virginica
+19,5.005371024697791,3.4178096650467213,1.5736421078588068,0.42884496001093275,Iris-setosa
+20,7.734070040513316,2.601819282060014,6.9,2.297956256902533,Iris-virginica
+21,5.793291795713173,2.714583158188102,5.093280588558767,1.910964013740447,Iris-virginica
+22,5.8071975670012135,2.693687892391089,5.090924937765965,1.9156071473508756,Iris-virginica
+23,6.205547851815667,3.3831952050279495,5.392993995794276,2.3075816007455057,Iris-virginica
+24,5.577398872941596,2.552872529174852,3.9352490011929535,1.116246127692083,Iris-versicolor
+25,5.017522501307651,3.5052324463030953,1.5440555330983055,0.3369715018066981,Iris-setosa
+26,7.699232415799639,2.798770373650432,6.691163945035763,2.018757194086332,Iris-virginica
+27,4.805707226225291,3.393442609578302,2.06013246953071,0.20136496333520315,Iris-setosa
+28,5.0590928372159985,3.611715646565356,1.4895097441740182,0.26850738693286014,Iris-setosa
+29,5.507749483756718,3.0,4.4995108123345275,1.4878348182704375,Iris-versicolor
+30,4.400000494771475,3.2151317348637787,1.301531149070895,0.19060772637870643,Iris-setosa
+31,5.475501966137341,4.199999296643696,1.3724682090867881,0.20090437587122578,Iris-setosa
+32,6.007799760817993,2.2047165562170523,4.051882796134425,0.9789907798345094,Iris-versicolor
+33,4.894512464777832,2.4260147545112964,3.3211633324538976,1.0100200224540752,Iris-versicolor
+34,7.705998002286051,2.5837120907408435,6.9,2.290944716783864,Iris-virginica
+35,5.631912717590583,2.9397478109814528,3.7483364539768838,1.3106769576468464,Iris-versicolor
+36,4.907732111577792,2.3942793932301765,3.2587089709000443,0.9945618270126559,Iris-versicolor
+37,7.9,3.8059472196357826,6.376596335555499,2.017290560229771,Iris-virginica
+38,6.707259589861613,3.109255118155082,4.6976127982153475,1.4822518077576605,Iris-versicolor
+39,5.118071899495181,3.3040453510854126,1.5756372590510077,0.4414419744716685,Iris-setosa
+40,5.489892846540051,3.0,4.510391122712463,1.506087914011328,Iris-versicolor
+41,5.493273958506533,4.2,1.4041279206351889,0.19612457818682744,Iris-setosa
+42,7.534111699798607,3.0,6.516336243704396,2.0819192965771824,Iris-virginica
+43,6.308742730015615,3.2898496317071313,4.702475926016058,1.5888327294598248,Iris-versicolor
+44,5.670703788074224,2.872661463251367,3.911071565101232,1.2983573408185907,Iris-versicolor
+45,4.904683343796676,2.407243527168281,3.3775716255582333,1.0280289633935862,Iris-versicolor
+46,6.1900397339524025,2.193488330186056,4.52509161045573,1.4912879188754706,Iris-versicolor
+47,6.207572500930137,3.3371592470374107,4.63738111099969,1.6616573950762548,Iris-versicolor
+48,6.218663327609551,3.3951945808295223,5.4479345256375655,2.295860755621359,Iris-virginica
+49,4.79920184216617,3.0,1.4070234052169868,0.2970768272553165,Iris-setosa
+50,5.710968017080674,2.7442810148431436,4.335535343574617,1.2732335906217915,Iris-versicolor
+51,5.403777920427199,3.9135158244263937,1.2794519350233062,0.341902144786064,Iris-setosa
+52,4.783343770859764,3.408069332229798,1.6724402480136944,0.20093760375654537,Iris-setosa
+53,5.824403464318282,2.838171049760498,4.528583905854139,1.352972525516601,Iris-versicolor
+54,5.009623310834553,3.0,1.5749988935599424,0.1955519457196252,Iris-setosa
+55,6.5049526110543825,3.0,5.846208352444015,2.2168895572354073,Iris-virginica
+56,5.431270453544464,3.3918502241474027,1.7518051383816482,0.19835647286297775,Iris-setosa
+57,5.801873127865153,2.7202225696315114,4.140117647118264,1.0425797687455152,Iris-versicolor
+58,5.590505438913091,2.9601113990233943,3.791643612911444,1.308681510864025,Iris-versicolor
+59,6.803185760048169,3.2270165036332727,5.908933502862739,2.310676911927735,Iris-virginica
+60,6.748219761909715,3.0,5.910227213708399,2.1810759083933595,Iris-virginica
+61,5.693997672833934,3.0,4.519872361423554,1.52786297645064,Iris-versicolor
+62,6.402584087905657,3.253034558486072,4.7221443464713,1.5741269773966875,Iris-versicolor
+63,6.703581620553346,3.0,4.996494391112782,1.6965833497295113,Iris-versicolor
+64,5.1720543834603845,3.5212045011919693,1.4336595962534333,0.20628883091326533,Iris-setosa
+65,4.4,3.2258645593034854,1.3043501427291084,0.20065031340305034,Iris-setosa
+66,5.534333839042035,3.0,4.503986066739823,1.4881293557138677,Iris-versicolor
+67,5.639385756042986,2.962713453199867,4.483233420835808,1.4534519436599393,Iris-versicolor
+68,5.915783939836156,3.201963512843096,4.8105209306743095,1.776422729671275,Iris-versicolor
+69,6.793391763636099,3.200825079198632,5.798402029095322,2.314274914033965,Iris-virginica
+70,5.201261895518731,3.3883319094444078,1.405626480126964,0.19989571307882387,Iris-setosa
+71,5.991004777209291,3.383541496274524,4.490267022035717,1.6137637085796253,Iris-versicolor
+72,5.813843707845418,2.7937830229733476,5.112055008650149,2.3957076111742515,Iris-virginica
+73,5.611953688060169,2.891721730414607,3.571033163567996,1.3028023376601379,Iris-versicolor
+74,7.709042340299396,2.616770873617638,6.899998548638482,2.30539142393665,Iris-virginica
+75,5.783474533289858,2.6811683152245114,5.122399572746624,1.9022252472260734,Iris-virginica
+76,5.492177234311669,2.572603284634028,4.298202422876418,1.1612340418635687,Iris-versicolor
+77,5.649417849015693,2.8510743892984642,3.6788241217132023,1.283429191525725,Iris-versicolor
+78,4.867687045858744,3.0,1.379500026275367,0.22084523081372937,Iris-setosa
+79,5.806046911166867,2.716191068353869,5.095675886408758,1.8910314477928254,Iris-virginica
+80,5.000211666610857,2.0000006968516315,3.4688670677082643,0.9752858761529386,Iris-versicolor
+81,6.676902138627839,3.0,4.999669104957375,1.7035707646522888,Iris-versicolor
+82,4.790281579923356,3.0,1.3988152814176715,0.31237552262425233,Iris-setosa
+83,6.057377049459308,2.215117522888999,4.099426626827914,1.0778941697405287,Iris-versicolor
+84,4.602510900404043,3.1865881662671587,1.3687332837989024,0.20295406286571827,Iris-setosa
+85,6.464007149132157,3.0217783579973374,5.288711904546371,1.9024479574718833,Iris-virginica
+86,5.551309587665908,3.0,4.242339160487826,1.3513708153943638,Iris-versicolor
+87,5.63369326660901,2.9056980674441695,3.7898220362220614,1.3049405477923626,Iris-versicolor
+88,6.848362477672891,2.7972351132446436,4.7912676998109855,1.3929680999216594,Iris-versicolor
+89,6.686439220163479,3.2803959026295257,5.616291611611866,2.0874958642632517,Iris-virginica
+90,5.582743397781382,2.5462433433741913,3.8836454297187517,1.110946982456459,Iris-versicolor
+91,4.906828677554437,2.3937267358647274,3.4557692391099155,0.9990772007648911,Iris-versicolor
+92,5.207914058666181,3.39330743679953,1.3884665556806857,0.20079441777261917,Iris-setosa
+93,5.553250667676656,2.679768231606361,4.442534382573906,1.221849692332051,Iris-versicolor
+94,6.797756465091157,2.809816464378467,4.756945434276105,1.3918767933117309,Iris-versicolor
+95,6.704487479545574,3.0,4.968965365013445,1.6898807046264994,Iris-versicolor
+96,6.661496011710712,3.0,4.954958549364553,1.6933073633563656,Iris-versicolor
+97,6.270550403399235,2.51283479964514,5.018494416316448,1.8821814171285285,Iris-virginica
+98,4.597457916494257,3.611206638227063,1.0000003692045785,0.19048455274530268,Iris-setosa
+99,5.60190951974293,2.507136187681421,4.074545148686312,1.1189487844423676,Iris-versicolor
+100,5.83882071740086,2.906506103367641,4.436781588050105,1.377177300043682,Iris-versicolor
+101,5.590937815158233,2.513077862356488,4.0130070271661475,1.1079475589327374,Iris-versicolor
+102,5.4535238027087605,3.0,4.497328874478779,1.4983782162540777,Iris-versicolor
+103,6.692070133543734,3.090836129359367,4.66680999200195,1.4835516906626038,Iris-versicolor
+104,6.036234844386738,2.841104875962608,4.2766942795669305,1.216317151423697,Iris-versicolor
+105,5.783628132058053,2.817099963142286,5.110983555372543,2.401228818367694,Iris-virginica
+106,4.400000453864165,3.229351663214751,1.2985592293697807,0.19582064376409689,Iris-setosa
+107,5.073989124056006,3.6941824763684914,1.491957948109014,0.3823538504819735,Iris-setosa
+108,5.758063903282599,2.6467694034911173,3.962973619946726,1.0501392467956563,Iris-versicolor
+109,5.349786509302453,3.3806478073837076,1.521526499551555,0.4610586785426075,Iris-setosa
+110,5.7057549571314805,3.803426990317953,1.6071459197538507,0.3139796594448876,Iris-setosa
+111,6.71380364285366,3.315339966701395,5.737565244689384,2.5,Iris-virginica
+112,6.041019199947412,2.930428663833421,4.522436525628035,1.501100276967125,Iris-versicolor
+113,4.795377566919293,3.393705400628632,1.9171515936576322,0.20252189601156298,Iris-setosa
+114,4.788818835975579,3.0,1.3989662598698418,0.34555208785592234,Iris-setosa
+115,4.4,3.165537509758561,1.3020730405043779,0.20225333126607145,Iris-setosa
+116,5.2111484356430555,3.4029351633242935,1.3997429217175772,0.20273241674855313,Iris-setosa
+117,6.666973997887287,2.5165800222975903,5.681278388536383,1.7925442202257953,Iris-virginica
+118,6.264701698817592,2.8835688680476803,5.559125531689645,1.8074349103609557,Iris-virginica
+119,5.266559760320037,3.641137451049613,1.4767466277073817,0.20092343457534892,Iris-setosa

iris/tab_ddpm/5_4/2/test.csv

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