a

iris/tab_ddpm/3_3/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.701811462983323,2.6450177909076307,6.8999977529416805,2.272705033210308,Iris-virginica
+1,6.111936924981059,2.648409878396748,5.589337076477979,1.4686877727226109,Iris-virginica
+2,6.287862119252712,2.358397864258923,4.67427592395392,1.491575030534889,Iris-versicolor
+3,6.564411710753199,3.0,5.811609439229186,2.2080762688232913,Iris-virginica
+4,5.698624954917596,2.857224073379789,4.526386136050711,1.3200028445109837,Iris-versicolor
+5,6.081403972153567,2.5994373220607243,5.551270248822135,1.3996482407945703,Iris-virginica
+6,5.138882555476091,3.4799413049690435,1.4030741379479523,0.20195845228400025,Iris-setosa
+7,5.77235353277639,2.670772788439488,4.003450723296353,1.0333302356239307,Iris-versicolor
+8,6.9034919894940145,2.8207384683367978,4.810695026365475,1.4035323504518087,Iris-versicolor
+9,5.044445592532191,3.49961588569347,1.3932133891604208,0.20336439187883354,Iris-setosa
+10,5.571380489596322,2.9999149375228877,4.207280132059464,1.3265730326061644,Iris-versicolor
+11,5.347012949982792,3.744182198113889,1.5914999658394129,0.203297102474806,Iris-setosa
+12,5.662129219641311,2.6279008872986207,4.481103931571301,1.218667306928972,Iris-versicolor
+13,5.030418969498513,2.4630110626360215,3.1403726397377687,1.0688235929064844,Iris-versicolor
+14,5.5232179151553815,2.3799446560480453,3.6244882700639356,0.9563982662073625,Iris-versicolor
+15,6.567046553035832,3.0,4.397533508102027,1.395756132065616,Iris-versicolor
+16,5.494040774944842,2.607742892339935,4.3782840913221746,1.2087279070513184,Iris-versicolor
+17,5.43247828107502,3.9,1.3341329863686484,0.3845802850117984,Iris-setosa
+18,5.0230812007589725,2.42639750009699,3.4413268361270086,1.0389316196188592,Iris-versicolor
+19,7.63817293116884,2.895514456769448,6.63927562708483,2.007801117709899,Iris-virginica
+20,5.089685266735593,3.4787411479454384,1.3894029902501672,0.2979134337112832,Iris-setosa
+21,5.224566141907217,2.6392845263036744,3.756224559656449,1.363587195179939,Iris-versicolor
+22,4.9010864056726815,3.422622051859583,1.469774384432628,0.2951718028310538,Iris-setosa
+23,4.988274962779724,2.0000011191868174,3.505228570630768,1.030501637177534,Iris-versicolor
+24,5.361637193749895,3.385425631102301,1.468234068501511,0.200202214051307,Iris-setosa
+25,5.736036137983012,3.0306996611513117,4.531428278163728,1.5120713221792974,Iris-versicolor
+26,5.831755029020141,3.0041482626641165,4.231438125144807,1.4456524323319342,Iris-versicolor
+27,6.930725342423049,3.0848305696367775,5.14257629380764,2.2823913697038543,Iris-virginica
+28,7.655855622165252,2.5971344394666755,6.899998423649352,2.3132938587559497,Iris-virginica
+29,5.434229894253463,3.8999993844006755,1.3257028644925575,0.40902873435817755,Iris-setosa
+30,7.700949672134752,2.6261819068040104,6.9,2.3082203596466315,Iris-virginica
+31,5.967295797579149,2.579026185888962,4.262201586052113,1.1620499689433512,Iris-versicolor
+32,4.7816823646026405,3.0,1.3784779750292224,0.3865307897299809,Iris-setosa
+33,4.819093950727254,3.0,1.402397822726929,0.27749452717556233,Iris-setosa
+34,5.030956452618764,2.0,3.7103093401171634,0.7714958882756587,Iris-versicolor
+35,7.8999966645997635,3.7784727402813574,6.35973562812295,1.9862057841659948,Iris-virginica
+36,6.801595152764735,2.7920810031978665,4.7697362208938126,1.396964906093773,Iris-versicolor
+37,5.028297234603632,2.0,3.658710856779347,1.0125106696290627,Iris-versicolor
+38,6.6297564283954635,3.2715597416906625,5.508244781348021,2.044819846173494,Iris-virginica
+39,5.85412897766991,3.201361144205749,4.401730579278406,1.5351515870755954,Iris-versicolor
+40,4.723932896459341,3.435375074079433,1.4103719550184979,0.3105391720484633,Iris-setosa
+41,5.360328809994862,3.3847253728830022,1.4997522754225026,0.2526532125554526,Iris-setosa
+42,6.904780846182088,3.0685761808936785,5.125713417948719,2.2895451548488794,Iris-virginica
+43,6.134529874330322,3.3883679248957415,4.517661612173778,1.5848557330932092,Iris-versicolor
+44,6.3125724088959325,3.2483544473820256,4.695581026920585,1.565795146973257,Iris-versicolor
+45,5.756307014585308,2.72869392091085,4.218069906205597,1.1056048576575614,Iris-versicolor
+46,6.800126854220951,3.0,5.441953074766817,2.1476980740938645,Iris-virginica
+47,4.760684337925175,3.0,1.3789121684491301,0.31555458079173065,Iris-setosa
+48,6.335187091298711,3.0,5.380141162352045,1.8029019130803539,Iris-virginica
+49,6.698143644557737,3.3071584434284103,5.68136708996143,2.080108687084826,Iris-virginica
+50,7.685821590056655,2.760107258278074,6.709574569636676,1.9788825444565235,Iris-virginica
+51,4.929560110716972,3.3700229793686316,1.4981256826749252,0.34616811996149127,Iris-setosa
+52,4.400000548959096,3.1725473543211646,1.3005548452808857,0.19554963923000906,Iris-setosa
+53,6.498527929963959,3.0,5.784952416682117,2.2453415778978534,Iris-virginica
+54,7.590160545825055,3.0,6.578424496438583,2.099263481899707,Iris-virginica
+55,5.277890587449347,2.7591827449202424,4.125991365395947,1.390467450661474,Iris-versicolor
+56,4.9689040422661686,2.0,3.480001287332031,0.9289855505679989,Iris-versicolor
+57,7.899998915569004,3.799584875457204,6.407658730176655,1.9802655328166259,Iris-virginica
+58,5.103180909765936,3.696959233658915,1.4947120129403955,0.41536744143288495,Iris-setosa
+59,5.7047398179614905,2.7898897042116624,4.566465006327673,1.2972209015318015,Iris-versicolor
+60,4.971757195173955,2.411647524709369,3.0159871486131236,1.0748336843814317,Iris-versicolor
+61,5.292954748541399,3.661765363024968,1.502962760658373,0.198430354708233,Iris-setosa
+62,5.351731477957993,3.4115325766546123,1.4973031407328898,0.3221872380027269,Iris-setosa
+63,7.707054595679691,2.601727042388411,6.899998996012994,2.2998539108943925,Iris-virginica
+64,6.25577778934095,2.5136585334447727,4.871674365227301,1.50830000639231,Iris-versicolor
+65,4.766437274726091,3.4005222660474588,1.4997901573652048,0.19785257376983328,Iris-setosa
+66,5.506336389276096,2.401931211368101,3.7430237452738933,1.0021301371275113,Iris-versicolor
+67,6.603697700319367,3.2796312160238354,5.731781772174187,2.3257391418491116,Iris-virginica
+68,4.400000456535996,2.8874991025986105,1.3938568245747562,0.20216447893734155,Iris-setosa
+69,6.300165789042909,2.4636680002088847,5.013474276868427,1.8868408400550944,Iris-virginica
+70,6.513271428349583,3.3473964938038536,5.674128155920013,2.2766084841067427,Iris-virginica
+71,6.783112556934275,3.216020769327907,5.771239260496297,2.265317449536246,Iris-virginica
+72,5.746827051746541,2.9438588783343085,4.717051783775771,1.5359201295258786,Iris-versicolor
+73,6.168507932759689,2.6062684094025004,5.590221993265595,1.413500929907526,Iris-virginica
+74,4.589258350719274,3.58783846265433,1.0000005302556743,0.19928483125291496,Iris-setosa
+75,4.600974362754841,3.3794479077295243,1.399415075839912,0.31656838694275974,Iris-setosa
+76,5.076793806054227,3.5238484698635832,1.3880954672996244,0.19873125072855558,Iris-setosa
+77,4.490039165125672,2.278709232875964,1.2900017538572341,0.29322225322638773,Iris-setosa
+78,5.554558776288295,2.403151666420286,3.831955790644529,1.0014164362410243,Iris-versicolor
+79,4.984616119160864,3.4072236682817327,1.5808741911895405,0.3717319476639435,Iris-setosa
+80,4.497228261214455,2.259954098507183,1.3314052217688386,0.3090525483173401,Iris-setosa
+81,6.0293616824001255,3.40435625953084,4.538279319173347,1.6325214611574888,Iris-versicolor
+82,4.986872873540756,2.0,3.5690946810280613,1.0039401996082085,Iris-versicolor
+83,5.266070798785007,3.408546681521549,1.4420443022686074,0.20894534683863591,Iris-setosa
+84,6.365664754127494,3.1318903882685256,4.683688047435293,1.4975265338841304,Iris-versicolor
+85,5.618348467300983,3.0,4.17449441979738,1.3039475282564232,Iris-versicolor
+86,5.0445149741662085,2.4585653510597996,2.9905442660502723,1.0839426612540077,Iris-versicolor
+87,6.285977078288338,2.470117407780806,4.912298143630873,1.5102520923530496,Iris-versicolor
+88,6.711312683384675,3.0974287787988777,4.7361776098001975,1.505747716930447,Iris-versicolor
+89,5.422398254252519,3.425779994845604,1.8882427167166946,0.19769207834930613,Iris-setosa
+90,6.228474678698605,3.2274498716915745,4.628728031480506,1.525866548274494,Iris-versicolor
+91,6.327144831126957,3.349871883509158,5.621801936108958,2.380905712591474,Iris-virginica
+92,6.80612461837796,3.0075022150638877,5.4746071050338205,2.1951489161556426,Iris-virginica
+93,5.36801732326877,3.401372315581079,1.6767727218696042,0.2124976980533661,Iris-setosa
+94,6.732830718244859,3.2795145353697683,5.763462740989834,2.164016907017218,Iris-virginica
+95,4.4000005947448315,2.9491727979945237,1.3782891196172031,0.19959416528471652,Iris-setosa
+96,4.850358530166501,3.0,1.447157626437114,0.10000009155796936,Iris-setosa
+97,4.827466057313681,3.0,1.4192687690533468,0.1,Iris-setosa
+98,5.771531026537986,2.824072057731678,4.454190550650784,1.2974128144403232,Iris-versicolor
+99,5.9894043754671245,2.8336644126873347,4.610493936494847,1.499617914112958,Iris-versicolor
+100,5.3683902210168,3.9,1.2830072442401064,0.4242676246881978,Iris-setosa
+101,6.277977034896786,2.469893440601217,5.005934141408327,1.860196293698852,Iris-virginica
+102,5.63210630395952,2.9867910774145776,3.975865292433498,1.3145003909955904,Iris-versicolor
+103,4.920395402725249,2.43998576618171,3.2722379063711866,1.0561598805522394,Iris-versicolor
+104,6.474038205357437,3.0,4.346016052563694,1.3711280635462733,Iris-versicolor
+105,7.037184780971335,2.6359104482705287,6.184670890067153,1.8266507436373474,Iris-virginica
+106,6.047370496710829,3.3847347900957785,4.530165571005918,1.5662768143074282,Iris-versicolor
+107,6.965254178637406,3.141068471033984,5.707212172413888,2.2560866918313085,Iris-virginica
+108,6.495652640903483,3.0,5.504300239798081,1.8280333927442314,Iris-virginica
+109,4.400000617106524,3.1634561705521342,1.324562119699955,0.20162699213778185,Iris-setosa
+110,6.737930463630493,3.0,5.55362160279095,2.0187540900256464,Iris-virginica
+111,6.056197608065321,2.807437012344301,4.7022983079712795,1.1972256418392218,Iris-versicolor
+112,6.631660797948913,3.1363291096667187,4.769675314121151,1.5241465624268755,Iris-versicolor
+113,4.910635769703111,3.1231109626201023,1.643765566890089,0.1,Iris-setosa
+114,6.688338947300889,3.079202771958764,4.665789328551858,1.4901017116955588,Iris-versicolor
+115,4.616430358083009,3.5607683539416093,1.0000005597541832,0.19543704853178895,Iris-setosa
+116,5.247449853066675,2.7396172021698715,4.029756571220672,1.4109450077009744,Iris-versicolor
+117,6.311407435604773,2.5133486403004492,4.917761560268494,1.5177923172228895,Iris-versicolor
+118,6.459458243199916,3.0,5.78777190040683,2.128571334042492,Iris-virginica
+119,5.094627371835407,3.509401758803905,1.3603060031714307,0.29892018795942055,Iris-setosa

iris/tab_ddpm/3_3/0/test.csv

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

iris/tab_ddpm/3_3/0/train.csv

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

iris/tab_ddpm/3_3/0/val.csv

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

iris/tab_ddpm/3_3/1/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.167953401470833,3.4234837353002066,1.4024626497378907,0.2032744021945285,Iris-setosa
+1,4.400000681463843,2.9110571601449626,1.3934918002260899,0.2013982779279836,Iris-setosa
+2,5.35785554557346,3.761881459256936,1.6784620792817295,0.39492649289470866,Iris-setosa
+3,5.401111870183153,3.8999995126723292,1.3065725851725345,0.4036671742056118,Iris-setosa
+4,5.780377285674428,2.7466571439366407,4.104903193740515,1.0882943927885325,Iris-versicolor
+5,4.816706161895837,3.0,1.3784133242790948,0.29704826086677794,Iris-setosa
+6,5.493569068704208,2.6016561625812225,4.369832401984249,1.2805045243834419,Iris-versicolor
+7,6.001863153694789,2.8769559327083583,5.382762839662327,1.8512224630949463,Iris-virginica
+8,6.10951892040422,3.3847560177031446,4.53295745474735,1.5969540635078627,Iris-versicolor
+9,4.807072986991835,2.405434077089712,3.260589547609512,0.8847052583497834,Iris-versicolor
+10,6.613870475030649,3.047040760313175,4.603540824214491,1.4512554416431327,Iris-versicolor
+11,5.160722453731159,2.6702889699687278,3.733333607019137,1.3746315396546973,Iris-versicolor
+12,7.340098645322018,2.881729035508462,6.31769944974498,1.8167975649673953,Iris-virginica
+13,6.101762157020987,3.0,4.448315516642294,1.5147738589738058,Iris-versicolor
+14,4.891503820650051,3.0,1.3780634880434133,0.20351274722654492,Iris-setosa
+15,4.400000528501093,2.897259124104272,1.383175909028042,0.1879735377163137,Iris-setosa
+16,5.00939121707733,2.0,3.256498042751158,1.011382652546695,Iris-versicolor
+17,5.455147307754028,3.390429554952566,1.7878820343633344,0.20711541319890964,Iris-setosa
+18,6.284179609177737,2.566018589729897,4.993971074513809,1.5168056156772494,Iris-versicolor
+19,6.462425615035739,3.210856652034909,5.157085944586868,1.9991403807378907,Iris-virginica
+20,6.801364484995649,3.216195677427318,5.814739817761855,2.2843537532847566,Iris-virginica
+21,6.736245158799167,3.270737446619742,5.685916709166855,2.5,Iris-virginica
+22,7.7117609918153915,2.585113897037261,6.8999985979527905,2.3096004997800104,Iris-virginica
+23,7.228442504750852,2.9126474639766338,6.189756539977913,1.8186424442852958,Iris-virginica
+24,6.7774837321624375,3.058159826236364,5.755573135252882,2.2259201903035986,Iris-virginica
+25,4.843009668378004,3.0,1.4080326446006513,0.28449560473405944,Iris-setosa
+26,5.067400486726044,3.5108282099067316,1.401735050859237,0.20822690783468262,Iris-setosa
+27,7.745975907712048,2.5967872158711334,6.9,2.3036257888245113,Iris-virginica
+28,7.899998808071321,3.811234882398947,6.456931412795512,1.9979491796989908,Iris-virginica
+29,5.792765286975108,3.0,4.3113751964991165,1.5255509209678286,Iris-versicolor
+30,6.088294943569617,2.7968168698651152,4.65851196179005,1.1674455990935957,Iris-versicolor
+31,5.793097174831743,2.748168421409331,4.298524352547165,1.1173278654697276,Iris-versicolor
+32,6.789908006732791,2.553397013396999,5.907086101126203,1.8049033681815827,Iris-virginica
+33,7.565688836396732,3.0,6.57459916885267,2.0862327610617717,Iris-virginica
+34,6.791095180671821,3.234618801219843,5.7976525826832175,2.2494896102675788,Iris-virginica
+35,5.517784676617016,3.7681881823400873,1.6406325631072403,0.29840887830818796,Iris-setosa
+36,5.9116299900342595,2.983521720234453,5.061836695687979,1.7978725995184468,Iris-virginica
+37,6.675936705899237,3.0782871110809724,4.545254553198978,1.5095752991523352,Iris-versicolor
+38,5.944212057798202,3.0421582718204996,4.449290710224031,1.4147053213991128,Iris-versicolor
+39,4.575154143208091,3.6071630009230313,1.0,0.19454380053271064,Iris-setosa
+40,5.112956091573493,3.4955222377128776,1.3861847415553514,0.19405543146892087,Iris-setosa
+41,4.8490099893460625,3.0080305927593205,1.4656976541460545,0.10000012936543758,Iris-setosa
+42,5.987045588500828,2.725321229017976,5.032573232274113,1.5578317297303368,Iris-versicolor
+43,6.732121695222426,2.792327227117728,4.7022363644762475,1.391245687469906,Iris-versicolor
+44,5.726886930196156,2.8321342851274127,3.928489033443625,1.1740307682292777,Iris-versicolor
+45,5.6374842788174195,3.7889444093334435,1.7568081295143743,0.2998478555593515,Iris-setosa
+46,6.337905137932571,3.388315227108907,5.6029684994862174,2.400013298251543,Iris-virginica
+47,6.226485464079168,2.2000272842726036,4.4715891931120355,1.4826138066761632,Iris-versicolor
+48,6.014113026488626,3.3886867269207976,4.507636836618573,1.5828006249530706,Iris-versicolor
+49,5.222149975074887,3.7143615094875866,1.491840194455839,0.20052973643191344,Iris-setosa
+50,5.635311914393971,3.0,4.541290010943138,1.5187192004041485,Iris-versicolor
+51,4.904871423594642,3.0,1.3971437482892781,0.19784753159862978,Iris-setosa
+52,5.712190135307607,2.7419730348605937,3.9969961146697703,1.163361896011336,Iris-versicolor
+53,7.9,3.8086476152797495,6.386372450385425,2.0143901749330104,Iris-virginica
+54,7.688907697069867,2.565856059383886,6.9,2.3233476582016888,Iris-virginica
+55,5.095913453044668,3.499521188402444,1.398746529192899,0.2972697436801203,Iris-setosa
+56,6.6777655704021,3.298787849770817,5.677485681302415,2.114380563202129,Iris-virginica
+57,5.679274429735857,2.8843197677300605,4.169347668381801,1.271454516181583,Iris-versicolor
+58,6.418185963541779,3.0,5.655752265024279,1.9971605841892106,Iris-virginica
+59,5.193699999892552,3.399248202633525,1.4015054050724824,0.20213167759972123,Iris-setosa
+60,5.820874796324581,2.9185109037732837,4.438883751742322,1.310532324973821,Iris-versicolor
+61,6.924077214208341,3.0952434419008394,5.0755869565765135,2.309807180416034,Iris-virginica
+62,5.137506009864171,3.780317781183007,1.6686797275685203,0.19955744076933718,Iris-setosa
+63,4.648204238554606,3.3641289202886524,1.4352543756532834,0.31262826063622806,Iris-setosa
+64,4.4,2.9099120573572868,1.4050208519127365,0.19507556945781296,Iris-setosa
+65,5.618551314240199,3.0,4.151835771847984,1.3077888994813032,Iris-versicolor
+66,6.181164638409118,2.1963273371858834,4.503440713251603,1.4895733857620863,Iris-versicolor
+67,4.846720701992547,2.3518080737962417,3.2946130073871944,0.9500984221909801,Iris-versicolor
+68,5.153540304238318,2.4686478021642437,3.0755818672794564,1.0321628218804928,Iris-versicolor
+69,4.8976204943885016,3.0,1.400644885774526,0.20101813172714073,Iris-setosa
+70,5.4073585291813355,3.376293509285132,2.004843092503634,0.2028310208633917,Iris-setosa
+71,5.539882628394687,2.4688570274909503,3.860566216059588,1.095936325726297,Iris-versicolor
+72,4.50852932835746,2.2774449708356994,1.2887865721375136,0.30329944334349374,Iris-setosa
+73,5.662986567057654,3.0,4.51427968221262,1.4897371705203521,Iris-versicolor
+74,5.517519175233095,2.415115894705504,3.7258100690290568,0.9985384729617184,Iris-versicolor
+75,5.7908203737267865,2.9964536888788342,4.055319908133171,1.4506219318316682,Iris-versicolor
+76,4.9411277098228865,2.4307506433334862,3.222732640023729,1.0348487495772705,Iris-versicolor
+77,4.4,3.0,1.360301074290793,0.19944291046292875,Iris-setosa
+78,4.8823770190509395,2.4015518462992724,3.0713244294368405,0.9656572205096039,Iris-versicolor
+79,5.82344038454595,2.7468409763188495,5.172563859160843,1.9125953464684806,Iris-virginica
+80,4.820711504473081,3.0,1.4289209739893685,0.10000014734648861,Iris-setosa
+81,4.583805040839748,3.5673117071733786,1.0,0.20374308517053621,Iris-setosa
+82,6.678241638510049,3.3150892088835633,5.684129566613068,2.4999995246173916,Iris-virginica
+83,6.020010063973638,3.353708550077597,4.4904995668739724,1.5308527945427974,Iris-versicolor
+84,6.926787615752052,3.07415932342711,5.154415731776296,2.303530935743323,Iris-virginica
+85,7.899994922444814,3.7733103277618274,6.301438155414496,1.9897104129880534,Iris-virginica
+86,7.899998690559615,3.8005612284763117,6.363320383212981,1.991903492109004,Iris-virginica
+87,7.702597751788291,2.7832848005748274,6.71461796756869,1.9934720392016188,Iris-virginica
+88,6.376777259940379,2.969088426373459,5.561058197382039,1.796555325521466,Iris-virginica
+89,5.376211179088299,3.9,1.2677454960401073,0.3658924112869447,Iris-setosa
+90,6.049229953935052,2.4754879673668846,5.473586403787013,1.4306729044792093,Iris-virginica
+91,6.113643970421437,3.335230379543399,4.5484284786785585,1.5877313027994675,Iris-versicolor
+92,6.41741726062803,2.6153101880252523,4.754912380974325,1.3465305810714405,Iris-versicolor
+93,6.35170462873356,2.847210409008838,4.280118897512471,1.2648114365287602,Iris-versicolor
+94,7.183982601989239,2.8985862683857686,6.1816094917678885,1.770119018772952,Iris-virginica
+95,5.516022783870294,2.9686751827328686,4.4003742071912155,1.4588368437638923,Iris-versicolor
+96,5.104980873831268,3.4994954720520415,1.3920665574917213,0.19667141713420472,Iris-setosa
+97,6.651977864146945,3.177734045417777,5.192682605330126,2.116815248780236,Iris-virginica
+98,6.748784542996118,3.0,5.429921968263318,2.0913292860991697,Iris-virginica
+99,7.567223970478616,2.842132668865763,6.578291924844668,1.9121453703152,Iris-virginica
+100,7.735915496538574,2.6020897360761337,6.9,2.290006849912254,Iris-virginica
+101,5.98102504079402,3.3859909799141654,4.531791950653382,1.580834882542346,Iris-versicolor
+102,5.614264981014528,3.0,4.089836260166231,1.2956484761307487,Iris-versicolor
+103,6.4921350787287695,3.222539865102049,5.086901280958874,1.9955844593884866,Iris-virginica
+104,6.509209958933993,2.94517979220935,4.321786994838629,1.336207632978123,Iris-versicolor
+105,5.656393128009111,3.0,4.194218540159093,1.3152340708417949,Iris-versicolor
+106,5.6788339110967385,2.8442679859745637,4.3613001047731235,1.2758280856969177,Iris-versicolor
+107,5.601396700529047,2.9397421020155066,3.6826608497632725,1.3092650914989787,Iris-versicolor
+108,6.570405006881986,3.0396202355503443,5.369620881917261,1.9212180238181946,Iris-virginica
+109,5.624954086207922,2.5929272346650944,4.218896662883962,1.098981568370695,Iris-versicolor
+110,5.952468935738576,2.186410962650906,5.001792199630593,1.4879498461349259,Iris-virginica
+111,6.887875469901604,3.2025949472286013,5.748292506562041,2.2958533903773786,Iris-virginica
+112,7.687385022498018,2.586443234803552,6.9,2.2810050804423607,Iris-virginica
+113,4.763638174277217,3.0,1.3501775589700884,0.1,Iris-setosa
+114,4.5500257970435545,3.357220943291147,1.3610372309002903,0.31175954350294505,Iris-setosa
+115,4.894630304151389,3.1047196469945813,1.6221225711596872,0.1,Iris-setosa
+116,6.790898206226687,3.0,5.498386760763432,2.0927404142419883,Iris-virginica
+117,6.774795645154711,2.7926678373677785,4.729508945413316,1.3730922529175138,Iris-versicolor
+118,5.702252589318237,3.793298855062957,1.5330100875967545,0.36428926924185545,Iris-setosa
+119,6.353857826467596,3.2474611143683565,4.704149997975975,1.5353345935465297,Iris-versicolor

iris/tab_ddpm/3_3/1/test.csv

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

iris/tab_ddpm/3_3/1/train.csv

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

iris/tab_ddpm/3_3/1/val.csv

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

iris/tab_ddpm/3_3/10/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.593811405810608,2.5218460462134984,3.998324823541549,1.1328007872855053,Iris-versicolor
+1,5.019817804645931,2.000000509351444,3.730963107280198,1.0186613884556857,Iris-versicolor
+2,7.684554012207939,2.5781346328308623,6.899998552552794,2.3056586432605917,Iris-virginica
+3,6.009797029803318,3.4002927183860163,4.479636395578541,1.5899418650478692,Iris-versicolor
+4,6.7103768200677205,3.3002631380227574,5.711365305679661,2.4999995562396853,Iris-virginica
+5,5.706879178197289,2.914443389711019,4.12610389531107,1.3011807792931402,Iris-versicolor
+6,4.8914814573995296,2.432428382335431,3.0546063414008477,0.8980752921113335,Iris-versicolor
+7,6.090906106648957,2.8265981595155854,4.422696890623383,1.1925926369918516,Iris-versicolor
+8,6.791322907763782,2.829848658835649,4.738836889057485,1.4032507520150348,Iris-versicolor
+9,7.637963786841512,2.603128315746594,6.899997976799196,2.2874561735814303,Iris-virginica
+10,5.022915396405591,2.0,3.568374591037585,0.9186233736307279,Iris-versicolor
+11,5.940676820943612,3.0,4.106417565889208,1.5171657904373894,Iris-versicolor
+12,4.4,2.911090759864845,1.3849011257899742,0.20323476817984434,Iris-setosa
+13,7.7217685286903395,2.61505038699434,6.9,2.3046783654632943,Iris-virginica
+14,5.071130587236027,3.716979746111617,1.4777359177186589,0.35783884512663233,Iris-setosa
+15,5.546379166003901,2.409620089664859,3.8011307442347126,1.067189867494116,Iris-versicolor
+16,5.104655595831987,3.774615392191607,1.5768565893850648,0.2019957308213007,Iris-setosa
+17,7.642018725024485,2.892250627358458,6.671757704653957,1.9968018993413235,Iris-virginica
+18,5.711814232587133,3.0,4.017770493021679,1.3522137483406549,Iris-versicolor
+19,5.957011664310806,3.4024843779176597,4.4724307335115,1.572594464887853,Iris-versicolor
+20,5.114002342682131,3.669652457287977,1.492207173417318,0.412326417951259,Iris-setosa
+21,4.903640482333307,3.0,1.4042107239802333,0.2010184616717038,Iris-setosa
+22,6.0056596642509845,2.975351523054278,4.585963657683657,1.3677220242759796,Iris-versicolor
+23,5.9504596089784725,2.9557766657153004,4.479441848744587,1.4822809199900053,Iris-versicolor
+24,6.883081921994022,3.1273027016947728,5.1415383094682205,2.273020952100607,Iris-virginica
+25,6.463912872511413,3.3162780890346117,5.5231107834281215,2.3658016545863103,Iris-virginica
+26,4.804961395230503,3.0,1.3883132107255418,0.10000011688391273,Iris-setosa
+27,7.718787954257102,2.5837002071953745,6.899998833689428,2.2668843879678886,Iris-virginica
+28,5.351874913209829,3.4156053876597623,1.488021355421453,0.33403567164468795,Iris-setosa
+29,6.6896632989489175,2.493662244497965,5.761527728819455,1.7913463885262637,Iris-virginica
+30,4.490102786279337,2.2926033637664336,1.2965559044442663,0.2948233695602711,Iris-setosa
+31,6.705641586370653,3.1132531683595834,4.690173247748926,1.496091064208705,Iris-versicolor
+32,6.291898092931762,2.501318354904995,5.018114345916072,1.8606705900499962,Iris-virginica
+33,7.708737738933741,2.8813265207655476,6.690566942089554,2.0231218060051357,Iris-virginica
+34,5.055857571786559,3.734129880330799,1.4571834973416187,0.2037339181319155,Iris-setosa
+35,6.312456741640633,3.4040885160216607,5.620864792765244,2.4093504222054345,Iris-virginica
+36,6.049656832358246,3.3984626851232993,4.569075287813491,1.639336395555454,Iris-versicolor
+37,5.378900829481162,3.899999507189979,1.3184741373338003,0.409102439429199,Iris-setosa
+38,5.214226241695792,3.400697916785258,1.4037264298223628,0.20050248713669527,Iris-setosa
+39,6.209464943117228,2.2468619043920723,4.552180633086049,1.4873818373053627,Iris-versicolor
+40,5.947921004537712,2.7858257477447097,4.561979618813986,1.1860433704736444,Iris-versicolor
+41,6.670626487675141,3.291673414375721,5.688434525116552,2.0912203121708286,Iris-virginica
+42,6.304793654447745,2.521262629865028,4.932188366831619,1.5106272583422768,Iris-versicolor
+43,7.899998654288822,3.7945726170568053,6.38139845462826,2.0188869287614932,Iris-virginica
+44,5.0519289380822165,3.569395039529912,1.4083621468264114,0.1974584971517777,Iris-setosa
+45,4.992980037920822,2.000000617829175,3.360112012210905,1.0075379128602122,Iris-versicolor
+46,5.143760252429669,3.704036106515603,1.543612583361917,0.45756192253461403,Iris-setosa
+47,4.6078740254005535,3.628843673476149,1.0000003895649914,0.20261972621140276,Iris-setosa
+48,5.758376780416548,2.6356437226426115,4.033388093023857,0.9420550718313689,Iris-versicolor
+49,6.4978705961956456,3.21081307143629,5.070604719800337,2.0077615502795196,Iris-virginica
+50,6.008161307423323,2.188480897161347,5.047567831732832,1.4808510544821454,Iris-virginica
+51,6.259540071546884,2.1881804236839817,4.458476694645166,1.5082103632531485,Iris-versicolor
+52,5.653125042456101,2.996496038102708,4.3420887780751,1.4578399205364,Iris-versicolor
+53,6.312986633327061,2.3213532009150013,4.69004785722432,1.4830964347371662,Iris-versicolor
+54,5.706405855766093,2.75810966830296,4.560005123407708,1.2707531556606422,Iris-versicolor
+55,6.0368815479502045,2.2266509199437863,5.000917314290643,1.5170630890137238,Iris-virginica
+56,6.260432171788137,3.2672225974880416,4.663506114249674,1.5645752732313452,Iris-versicolor
+57,5.979594219971742,2.934689300300685,4.441680865245718,1.4812042842705149,Iris-versicolor
+58,6.301189597439713,2.8909627372518027,5.621327571366753,1.7997367829974182,Iris-virginica
+59,6.822864600354454,3.0569455432139523,5.2469442324206,2.2364410593077615,Iris-virginica
+60,6.171986716627239,2.1966791919292894,4.48504718451829,1.5008847914744916,Iris-versicolor
+61,6.3106744587857975,2.4548719740603797,5.067992997641494,1.874067279750411,Iris-virginica
+62,6.473684514314356,3.091903478346953,5.333575449404002,1.93456776277882,Iris-virginica
+63,6.0317299188334434,3.0,5.069099288714382,1.8014711935237309,Iris-virginica
+64,5.632213534535521,3.0,4.504838966382749,1.4944909068255197,Iris-versicolor
+65,5.13093689445574,2.5119511643646546,2.9623388562169266,1.153078331681204,Iris-versicolor
+66,4.925420900044089,3.146466781923435,1.765624548235148,0.1,Iris-setosa
+67,6.3012690049903695,2.3904321720599806,4.487947162137479,1.3131748750932637,Iris-versicolor
+68,5.726412646611179,2.819399470443123,4.531884534864945,1.306179505221656,Iris-versicolor
+69,6.841676131368407,3.0,5.609187780649151,2.077238024501161,Iris-virginica
+70,7.650952078156916,2.8129640182250344,6.6495359456229375,2.0002718030535647,Iris-virginica
+71,6.393205964470299,2.9305895904628447,4.330008231527104,1.3159067273262524,Iris-versicolor
+72,6.500369295805763,3.0,5.89513704885655,2.1733747969251564,Iris-virginica
+73,5.572747273648474,2.9129932665427307,3.6795803112676415,1.2889540194917206,Iris-versicolor
+74,5.693023269733904,2.8011013347428033,4.487793927938734,1.2707608569833697,Iris-versicolor
+75,4.496818516310477,2.31654747049695,1.3253946249852215,0.3413251356981075,Iris-setosa
+76,5.2090134003478,3.420638805124092,1.3927184452147383,0.20016547777293045,Iris-setosa
+77,4.4,2.9241918316947264,1.4100558666284715,0.19759909275188314,Iris-setosa
+78,6.533453047010912,3.0,4.358495095203011,1.3680274519247069,Iris-versicolor
+79,4.596177496430924,3.5854324715896255,1.0,0.19932930930852033,Iris-setosa
+80,5.072729340265611,3.4035724873856528,1.5759678872161058,0.42445264030128427,Iris-setosa
+81,5.591734748628664,2.91795569948932,3.5280196443294067,1.290331621697566,Iris-versicolor
+82,6.012929032181213,2.7066530131224424,5.090502377423044,1.5877171023975176,Iris-versicolor
+83,4.613023773084017,3.4065733431216745,1.4024709255034848,0.32999918094159597,Iris-setosa
+84,4.899709110092973,3.0,1.3921079605222482,0.2088563317118115,Iris-setosa
+85,5.0161866036952905,3.5953247987317547,1.3647101948643603,0.19942326215818573,Iris-setosa
+86,6.067930450162684,2.950756640537977,4.31556858825837,1.4962203199963058,Iris-versicolor
+87,6.294678647082825,3.4172398106226005,5.607656529740945,2.4103126111789757,Iris-virginica
+88,6.513584405891794,3.0,5.480363441118142,1.8091028188760045,Iris-virginica
+89,4.993598817807174,3.4119300416077203,1.4952808955522126,0.42088731855675204,Iris-setosa
+90,4.585661822138804,3.6322121099700504,1.000000457494554,0.2087257938206322,Iris-setosa
+91,4.967444325900549,2.0,3.5096306741004666,0.9569069656898483,Iris-versicolor
+92,6.000341218283989,2.6928375675532283,5.108274234700686,1.6395612822560737,Iris-versicolor
+93,5.194742970693277,2.7002622170677753,3.844587732607974,1.4035220632543832,Iris-versicolor
+94,6.497385901683647,3.0,5.854117684313486,2.1874101902083853,Iris-virginica
+95,7.670033210790098,3.0,6.645248108723301,2.0916622023161433,Iris-virginica
+96,5.279136727852279,3.673619125892574,1.5022602143954005,0.19899105328858005,Iris-setosa
+97,7.9,3.8296584602577957,6.432305204078012,2.016153576107313,Iris-virginica
+98,7.009534134879518,3.0,5.780265426229571,2.123162559252536,Iris-virginica
+99,5.531916256932183,2.4571750987465073,3.722830560960251,1.0495352783893444,Iris-versicolor
+100,5.185180763691068,3.699053971192257,1.4959821970150229,0.273601698396486,Iris-setosa
+101,7.633120155867058,2.9811216048581697,6.619207403121427,2.053825508601105,Iris-virginica
+102,5.98161547102286,3.4115099553389356,4.461475649246426,1.5894974801799164,Iris-versicolor
+103,6.566683493320457,3.1310834701220034,4.628690706142557,1.5173015807411931,Iris-versicolor
+104,4.944932022261661,2.456155873265991,3.4741943933982236,1.0778099110123023,Iris-versicolor
+105,6.201859253661711,2.5257110475806748,5.133717982214014,1.9079320779678675,Iris-virginica
+106,4.400000624443693,2.8952627441125425,1.3927686800061705,0.20261428652914715,Iris-setosa
+107,7.714525104308255,2.924499771979898,6.688240348969058,2.0389853214994367,Iris-virginica
+108,4.581750251793196,3.6180348742382082,1.0000003904858097,0.20066227461559996,Iris-setosa
+109,5.597519696011709,2.469796979890157,3.9075268462783215,1.0751288707148632,Iris-versicolor
+110,6.7330458859848905,3.3468302899301574,5.740470074317394,2.5,Iris-virginica
+111,5.051588819127769,3.533209584475046,1.4010526835335941,0.23499237137069137,Iris-setosa
+112,5.342226316422237,3.5872745941510558,1.4981147021442032,0.1996187666321183,Iris-setosa
+113,4.895849344253202,3.0,1.4102089444180024,0.20588215805939744,Iris-setosa
+114,6.691089907233247,3.0935911274405425,4.6743938716033835,1.4972846458173728,Iris-versicolor
+115,6.466597806954194,3.159075408971688,5.148707424757692,1.9575935908672248,Iris-virginica
+116,6.081393888673039,2.766135595654019,4.72261736461884,1.1876193309094702,Iris-versicolor
+117,6.710292338808588,3.121353029509672,4.738897069944463,1.5175815015821015,Iris-versicolor
+118,5.0900808286310975,3.310515980278171,1.4072069311040163,0.19700232186397237,Iris-setosa
+119,4.895159364717153,3.0,1.3964938041166797,0.25755398825590975,Iris-setosa

iris/tab_ddpm/3_3/10/test.csv

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

iris/tab_ddpm/3_3/10/train.csv

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

iris/tab_ddpm/3_3/10/val.csv

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

iris/tab_ddpm/3_3/11/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.277695219247675,3.4060217984498067,1.486733680626114,0.4152597007821732,Iris-setosa
+1,6.700385738149818,3.2866846458521897,5.697443358072539,2.499999580756261,Iris-virginica
+2,6.774229485020111,2.787445432653818,4.782276839828303,1.397511613612387,Iris-versicolor
+3,5.671746878870079,2.8035417088537224,4.374208802448408,1.2946557610539924,Iris-versicolor
+4,4.987344046048968,2.0,3.1614383086991538,1.0544523527534533,Iris-versicolor
+5,4.901760175160564,3.113351443844986,1.6165832080929126,0.10000013372426587,Iris-setosa
+6,4.867170600210549,3.051280952893815,1.4914678003368322,0.10000011385375109,Iris-setosa
+7,4.789657123580928,3.0,1.3676800065129762,0.1,Iris-setosa
+8,6.258666826828586,2.886592356551078,5.594807110642795,1.7706229245214047,Iris-virginica
+9,5.697673683989855,2.9080538012997064,4.465927425981103,1.3198415927820353,Iris-versicolor
+10,6.947228358667907,3.1833772676310486,5.705847034625558,2.2877392282868736,Iris-virginica
+11,6.033305604848817,2.2180790519386853,4.9779072658382875,1.4921957055104296,Iris-virginica
+12,7.391934743709891,2.952135213640278,6.41418537278256,1.9713142592089783,Iris-virginica
+13,5.030079518723565,2.4730611944197167,3.20957480347795,1.0571008040183614,Iris-versicolor
+14,5.3945309837886946,3.4064128497352058,1.5951541306327426,0.409318054080952,Iris-setosa
+15,5.303690486682617,3.773519847252337,1.763029236027073,0.20836349402945065,Iris-setosa
+16,7.899998353051362,3.798276841481973,6.408962821263461,1.9977383173573118,Iris-virginica
+17,4.879310214905299,3.0642010085838844,1.4700119700242498,0.10000009343625826,Iris-setosa
+18,5.821853981964047,2.6675868756284102,5.126855143091929,1.8913591825029297,Iris-virginica
+19,5.778107036350301,3.0,4.104872015069979,1.438786206400054,Iris-versicolor
+20,5.702259752637312,2.949850411338715,4.142841294264795,1.3116613869972187,Iris-versicolor
+21,7.705095890877756,2.615681126621372,6.899998459144332,2.2980755952289527,Iris-virginica
+22,6.695384236243343,3.2993764578605433,5.684510022191548,2.499999439027264,Iris-virginica
+23,6.651714626259339,3.3188654129418156,5.656873420191838,2.094046144949857,Iris-virginica
+24,6.57335423682206,3.0,5.870615471894265,2.244881961135785,Iris-virginica
+25,6.629834649109644,3.0,5.929357897291907,2.2462792941916647,Iris-virginica
+26,5.596027542176396,2.544780075069297,4.180438263550744,1.1608348353650497,Iris-versicolor
+27,7.9,3.8125899123096714,6.398399687114474,2.0018880954318696,Iris-virginica
+28,4.815043339890802,3.0,1.4154960517945354,0.10000009190898818,Iris-setosa
+29,6.6241259801569505,3.0,4.476730113610296,1.394050268929041,Iris-versicolor
+30,6.279272619002515,2.296373177177165,4.420599472955722,1.2815154966789573,Iris-versicolor
+31,5.993570767740446,2.6897026644741997,5.183393354328772,1.6085281360898307,Iris-versicolor
+32,5.37260506956511,3.772496712363944,1.4924183138044185,0.29669135209961217,Iris-setosa
+33,5.370330532983643,3.4040447237437483,1.5333433313060836,0.20039960271205096,Iris-setosa
+34,5.326737801972102,3.394516837232734,1.499819826390949,0.41474783123802333,Iris-setosa
+35,6.684183421321546,3.0,5.358344399475851,2.0637631733685753,Iris-virginica
+36,6.063506758707164,2.6236340210254445,5.594097703816798,1.427683778487545,Iris-virginica
+37,6.292765343495645,2.5374409286295814,4.924823017387603,1.5067719091688956,Iris-versicolor
+38,4.987397183103325,3.611996502703065,1.4021617149223498,0.21197952690431504,Iris-setosa
+39,5.258615502200204,3.615905378368372,1.4911116110071907,0.19829368709983336,Iris-setosa
+40,5.163970728704474,2.6906701677114984,3.895791353539945,1.4027371897905516,Iris-versicolor
+41,6.687696993452866,3.295521774954186,5.67829116520341,2.5,Iris-virginica
+42,5.685154964799326,2.540430066362303,4.019714647467355,1.0874410043321974,Iris-versicolor
+43,4.593088074124177,3.6069463788921077,1.0000004194620657,0.19630902946536177,Iris-setosa
+44,4.896226119457084,3.0616717550966337,1.4913373980575606,0.1,Iris-setosa
+45,5.459987237720318,2.3592259602075556,3.6501390153515962,0.8224676665528872,Iris-versicolor
+46,5.090820954823009,3.753996029773895,1.488678655618711,0.21146368404360413,Iris-setosa
+47,4.896721231995813,3.1138763565503367,1.538570883617999,0.1,Iris-setosa
+48,4.4,3.2243010123586973,1.2954827556588207,0.1993310554380276,Iris-setosa
+49,4.9837840532838005,2.0,3.31524723751812,0.9357198915069043,Iris-versicolor
+50,6.010641525474543,3.362357385349212,4.524650653426384,1.5942479072291935,Iris-versicolor
+51,5.658433206597363,2.8965177658999584,3.9339862207848757,1.3178620632754228,Iris-versicolor
+52,6.897087289366681,3.098582312156547,5.077823585444102,2.298757107212985,Iris-virginica
+53,5.917175577308732,2.731320784794675,4.60948407626621,1.1840517096547447,Iris-versicolor
+54,6.691617028077922,3.289691017523358,5.7114876808268695,2.49999961585141,Iris-virginica
+55,6.707135430057197,2.5022973116461817,5.8754658525828605,1.8163950095555985,Iris-virginica
+56,6.276824465555359,3.325811374232947,4.674595768011044,1.597737149378651,Iris-versicolor
+57,4.5790644246228,2.9968224658078,1.3971220120920418,0.10000017738021877,Iris-setosa
+58,5.123444227607468,3.8075449285071956,1.7340896622904636,0.19632488381245788,Iris-setosa
+59,6.403670440458502,2.9451727232022726,5.624584531971838,1.879519814332357,Iris-virginica
+60,6.115306966983848,3.373202520079387,4.524478257481188,1.5992739189199368,Iris-versicolor
+61,6.229283013220052,2.2800549950494555,4.54085492904173,1.441018373178352,Iris-versicolor
+62,6.95731128958812,3.073693245413934,5.0977722621079185,2.293118970052818,Iris-virginica
+63,5.006199703349278,3.5548743245042584,1.403667488197396,0.1979598024806134,Iris-setosa
+64,7.277351795592741,2.903778794552667,6.213636563471012,1.814262848421611,Iris-virginica
+65,5.999216421548132,2.7954095580947156,4.534395633866239,1.1570040920000018,Iris-versicolor
+66,6.702241512782625,3.1110241473630103,4.708978151704126,1.5017710180321473,Iris-versicolor
+67,7.9,3.8058521682825814,6.365924939041888,1.9747727246902305,Iris-virginica
+68,5.009841200365866,3.4068106713306125,1.6752766574093627,0.412221013675504,Iris-setosa
+69,6.158943226943089,2.8123634781897646,5.57755644821766,1.7031404553328757,Iris-virginica
+70,6.310524178353769,2.89698885283517,5.5994892204057205,1.8241270964717968,Iris-virginica
+71,6.017081444127643,2.2121735949197743,4.964922876876908,1.4770437941930523,Iris-virginica
+72,4.86158237419254,3.0,1.388348097990989,0.22062231948139516,Iris-setosa
+73,7.899998757071222,3.8071400009145213,6.424086703646334,1.9928822621900613,Iris-virginica
+74,5.932855902773033,2.8168994291830938,4.67780587141006,1.2526355484226122,Iris-versicolor
+75,6.313157324501808,3.372203369906964,5.578276462532151,2.40195741981663,Iris-virginica
+76,5.064066107598398,3.543522543203542,1.3699358261459529,0.21135095183209432,Iris-setosa
+77,6.412434718380748,2.9037076750276527,4.295166762134482,1.3012433656589824,Iris-versicolor
+78,5.98868994095585,2.6694003442790204,5.110495277257427,1.618858787872927,Iris-versicolor
+79,6.241919095684191,2.517810740287315,5.00192433846968,1.8967769837089188,Iris-virginica
+80,4.5063710966592305,2.2711535182354945,1.2946292817354328,0.2988236614670981,Iris-setosa
+81,6.690689293213438,3.0834489732000834,4.732470194865672,1.501284214478738,Iris-versicolor
+82,5.554617872578552,2.68642626981235,4.413121014394704,1.297641779802929,Iris-versicolor
+83,6.047451617865871,2.6752152539682443,5.095896124259941,1.5634897122440614,Iris-versicolor
+84,6.521959928513651,3.233074316191607,5.1525663202678675,2.0445429517328297,Iris-virginica
+85,4.9030065760466846,3.0,1.3904372741544146,0.19742839542784632,Iris-setosa
+86,5.995978994896842,2.2227988788813065,4.9791427260972165,1.4905148165050146,Iris-virginica
+87,5.0886253964362425,3.7694512685345694,1.5293903737349424,0.20174085218299223,Iris-setosa
+88,4.980440200281361,2.000000678775971,3.3771315078518964,0.9552460062644714,Iris-versicolor
+89,5.638738441623235,3.0,4.516607501497511,1.4909869542567784,Iris-versicolor
+90,5.415443539935146,3.9,1.2916146253629979,0.48119415546824085,Iris-setosa
+91,5.703952368309981,2.841172959224252,4.483120995062581,1.2812275629967025,Iris-versicolor
+92,5.071312594532102,3.7864028205120057,1.7514772607353737,0.2019545083837249,Iris-setosa
+93,5.109341734852568,3.72119806859871,1.5976621315151491,0.3547369550573086,Iris-setosa
+94,4.602034228992627,3.609694894930616,1.0,0.1944171203176,Iris-setosa
+95,6.721927244683159,3.311853695024608,5.732282560435334,2.4999990124632627,Iris-virginica
+96,5.000135163958498,3.3954911898982623,1.6010025639926686,0.44203037242750853,Iris-setosa
+97,6.035067592279977,2.207069001525057,5.000294107775049,1.4960807511496006,Iris-virginica
+98,5.406514954559382,3.3823914365659853,1.5048464149098992,0.19447716838795753,Iris-setosa
+99,6.621174992652334,3.068645798091734,5.9656079848068435,2.274602161937216,Iris-virginica
+100,6.678934612342915,3.1087283412789724,4.679832244008401,1.482015024370556,Iris-versicolor
+101,5.6306493053574975,2.883053158187367,3.7180141185873543,1.2774008840499003,Iris-versicolor
+102,5.068612667650809,2.571994670267165,3.626585785324139,1.3417454805955074,Iris-versicolor
+103,6.105696726451589,2.603524905672108,5.610957904969464,1.399262875151319,Iris-virginica
+104,5.61011861014626,2.551663264223596,3.873801216346434,1.1085333285146,Iris-versicolor
+105,4.961723823688688,3.3877483115571008,1.5569016199517833,0.36185569249871624,Iris-setosa
+106,5.91361652067129,3.0,4.234323373594308,1.4871011975924782,Iris-versicolor
+107,5.617211932773932,2.93891942572023,3.7887600017101573,1.3061344560447552,Iris-versicolor
+108,7.061566333906219,2.6478371719584834,6.242556089104152,1.8399061175968088,Iris-virginica
+109,6.814905853373646,2.7683671856523424,4.821156362114559,1.4033450008835737,Iris-versicolor
+110,7.707602283554678,2.5869725186401324,6.9,2.2799973349547202,Iris-virginica
+111,6.8058156018166525,2.803721044171111,4.844339159561367,1.4047792601003017,Iris-versicolor
+112,5.926762421298828,2.905038963361758,4.493198835580355,1.315865472686649,Iris-versicolor
+113,7.8999989723637185,3.7892154301596794,6.407710161103744,2.0081325675139707,Iris-virginica
+114,4.578806030465041,3.630386972120829,1.0,0.2029999175608874,Iris-setosa
+115,7.6994361169775285,2.605140984077772,6.9,2.30964638192213,Iris-virginica
+116,5.39242590207823,3.899999538285855,1.2889118490759892,0.46639190164155075,Iris-setosa
+117,7.393780610532907,2.8407791671471236,6.40782300081052,1.834385372688389,Iris-virginica
+118,6.764251921744062,3.0,5.603084150604644,2.0372809409310353,Iris-virginica
+119,7.9,3.813862634700352,6.380394304955139,2.014595938649791,Iris-virginica

iris/tab_ddpm/3_3/11/test.csv

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

iris/tab_ddpm/3_3/11/train.csv

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

iris/tab_ddpm/3_3/11/val.csv

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

iris/tab_ddpm/3_3/12/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.576982725366215,3.1735882233763713,5.182363181581731,2.0335322696506943,Iris-virginica
+1,5.982304474516571,2.956597147764387,4.331897859269549,1.3941630313735318,Iris-versicolor
+2,5.358540753823813,3.9,1.26752533498173,0.3797384819904762,Iris-setosa
+3,5.389033494649174,3.4078658160230084,1.576701800195223,0.40522155663466897,Iris-setosa
+4,6.91104243587975,3.122151739113024,5.081687647783867,2.302234904772836,Iris-virginica
+5,5.738094210431186,2.79313894312015,4.521336892025729,1.2483512084215032,Iris-versicolor
+6,5.889400908149656,3.0,4.235037908956733,1.5077795124596407,Iris-versicolor
+7,6.06140686064534,2.7893694109292126,4.265839462438833,1.0886699972817773,Iris-versicolor
+8,6.429416468806362,3.089882473933608,5.141523608216862,1.9351584876062597,Iris-virginica
+9,4.901766519431044,3.0762549230422147,1.4853696740986113,0.1,Iris-setosa
+10,4.920852305477904,3.35582781830978,1.4884253218041554,0.2106896967438641,Iris-setosa
+11,5.083509823931747,3.4969488239398583,1.395121537736483,0.2905790757105746,Iris-setosa
+12,7.726716284612875,2.868044681685635,6.724497051064063,2.037289907862981,Iris-virginica
+13,6.309031186882326,2.311735135742113,4.424229882523926,1.321872447422483,Iris-versicolor
+14,5.6437357672907975,2.9314368286398627,4.0766902122072315,1.2999533976625124,Iris-versicolor
+15,5.614240845940353,2.5235072441017206,3.840590524876503,0.9911144961263598,Iris-versicolor
+16,6.172483096596473,3.0167667402201803,4.659857606817216,1.4374509899292762,Iris-versicolor
+17,4.789398796057808,3.0,1.3955352841498234,0.30649057116718537,Iris-setosa
+18,5.174164931880689,3.7445611059098622,1.537922312800136,0.19374546977721901,Iris-setosa
+19,5.184974659752395,3.764772969270543,1.5224302299865153,0.2174901672518393,Iris-setosa
+20,7.401673621329426,3.0,6.402471738475076,2.1010009864233754,Iris-virginica
+21,6.097440108884565,3.0,4.6023339510105465,1.4207300157113012,Iris-versicolor
+22,6.2753790955445625,2.4187959615756585,5.018798198571411,1.8430930994664028,Iris-virginica
+23,4.825004644431713,3.0,1.4032909266135833,0.10000009254517432,Iris-setosa
+24,5.744562936700708,2.8644187887158936,4.526298145806775,1.358346399349588,Iris-versicolor
+25,4.862787857119723,3.002626933524494,1.4291077187118233,0.10000013522799844,Iris-setosa
+26,4.562781795131799,3.4003260860649664,1.3710962482833713,0.29884834647493186,Iris-setosa
+27,6.135110535510604,2.8110177024698255,4.684381750944905,1.2119542942318196,Iris-versicolor
+28,4.400000500365073,3.2129495484560864,1.2898616996097512,0.20123665183758313,Iris-setosa
+29,5.70887955295027,2.7404912409528666,4.477804441345972,1.2599677933389548,Iris-versicolor
+30,7.7031099267168885,2.643667001293213,6.8999981114188556,2.294038650759102,Iris-virginica
+31,6.673049559207567,2.509770543635406,5.814778292656105,1.7973514729213251,Iris-virginica
+32,5.600706079177969,3.0,4.092807331011092,1.3057944221991258,Iris-versicolor
+33,4.871044779845389,3.015318260051088,1.398760649178827,0.31566058625038335,Iris-setosa
+34,5.116887628730182,3.492153697475732,1.3942826245675684,0.20251838978291317,Iris-setosa
+35,5.402215625895147,3.380272549167505,1.8201792688299703,0.19686371594775354,Iris-setosa
+36,6.638837172681711,3.289803775758765,5.614005369358082,2.0546596053578683,Iris-virginica
+37,6.395548578436453,2.8492407670641864,4.2702785953509785,1.2410063330548444,Iris-versicolor
+38,6.5980470875687,3.265740333451193,5.730676790356115,2.1309914121114413,Iris-virginica
+39,5.127237715655385,3.4819223996494335,1.389292498890057,0.19911933149671635,Iris-setosa
+40,6.245090386996953,2.3601440211941194,4.736997652190403,1.5051925531893178,Iris-versicolor
+41,5.377983823932261,3.3952502255007815,1.6670966319221199,0.4121915632448746,Iris-setosa
+42,5.619577941600647,3.0,4.118837021489622,1.309027583948918,Iris-versicolor
+43,5.263150069867732,2.674277661464121,3.9392176725619548,1.3476793095234336,Iris-versicolor
+44,6.397671265594264,2.889650865467898,4.261090356949335,1.3125142010704476,Iris-versicolor
+45,4.932304116588928,2.421477681341763,2.8374576966783707,1.0269427658807448,Iris-versicolor
+46,6.395987691274384,2.9797998347722574,4.35443719809253,1.3756976351127885,Iris-versicolor
+47,5.22274787667489,2.433830648271562,3.5430914827090843,0.9997235790856573,Iris-versicolor
+48,5.6566506660933085,2.7676874888348046,4.534051940007299,1.2569231582560003,Iris-versicolor
+49,5.074672372248673,3.805755516802584,1.5608277023385142,0.2005914982822238,Iris-setosa
+50,5.552032956983565,2.5863304967212146,3.7719035224936825,1.0865323703185583,Iris-versicolor
+51,4.879537599195796,3.0,1.3714215230172115,0.20400768704937217,Iris-setosa
+52,7.678497100505819,2.6004403703021426,6.899998766979412,2.2958523327166205,Iris-virginica
+53,4.779117965223808,3.385968666063105,1.624846125225488,0.19471162482325416,Iris-setosa
+54,6.0670267874419785,2.6018053447748093,5.6089359102438445,1.392195466304933,Iris-virginica
+55,6.713079396987509,3.1020509531667098,4.726475433654231,1.4945815756335834,Iris-versicolor
+56,7.711049947365084,2.599027938836721,6.899998907310643,2.280716801939939,Iris-virginica
+57,6.450722119230696,2.9715457293628442,4.33339400760442,1.3308559542805911,Iris-versicolor
+58,6.293357287811173,3.4112461645582566,5.60960847123868,2.3979370633385315,Iris-virginica
+59,7.695256834313205,2.581850336894317,6.9,2.28750507525234,Iris-virginica
+60,4.910800326312776,3.103128133532516,1.4977194602951487,0.1,Iris-setosa
+61,5.276561534234576,2.5139901587197184,3.48991838861026,1.0970448706648372,Iris-versicolor
+62,6.2656406886284985,2.826663985681482,4.283742050016539,1.1956981284695816,Iris-versicolor
+63,5.0057658925679815,2.000000742007128,3.5324352805383614,0.9972868466834921,Iris-versicolor
+64,5.1666624425867385,3.724122615998858,1.558789905195355,0.20045090704142224,Iris-setosa
+65,5.308805110971297,3.6034126891248364,1.4921149452151286,0.19982557218809627,Iris-setosa
+66,6.2459544164039045,2.403394336996972,4.809818896656444,1.4818338187758284,Iris-versicolor
+67,5.04743309503429,3.5660258411954926,1.3951362147755526,0.20348855397709337,Iris-setosa
+68,5.008476380387538,2.0,3.60812994437341,0.9463321639309807,Iris-versicolor
+69,5.6892393949282445,3.0,4.541223776823906,1.5109698732982342,Iris-versicolor
+70,6.656312441649369,3.0,4.5539631048000215,1.4548884222060208,Iris-versicolor
+71,5.35000849264666,3.899999633494945,1.293273589522009,0.5300450542636153,Iris-setosa
+72,5.651748629975797,3.792055469815279,1.5282364761620701,0.29634830355437347,Iris-setosa
+73,5.01350314605514,2.000000963605383,3.502231399952664,1.0399806063325638,Iris-versicolor
+74,5.1634905489536385,3.4648790855007503,1.4013425330453844,0.2576482662682848,Iris-setosa
+75,5.967771498192317,2.874421597214494,4.6258402319662375,1.3000237182976657,Iris-versicolor
+76,4.987147397096344,2.000000657201162,3.360683216786255,1.0154506555498062,Iris-versicolor
+77,7.7190675988415025,2.611867537811728,6.899998972933018,2.308941253970839,Iris-virginica
+78,6.7960822545826325,3.0,5.4635962597667005,2.0964646094384323,Iris-virginica
+79,5.577968743978806,2.973611803529481,3.8659619932672955,1.2967557674491692,Iris-versicolor
+80,6.805956795896368,2.8122163081197544,4.821786980788844,1.4049757256784683,Iris-versicolor
+81,6.242768646741243,2.217095413405586,4.473873442069735,1.4795763878316672,Iris-versicolor
+82,4.912436019140827,2.406204923320934,3.2156334567318883,1.0239696058451433,Iris-versicolor
+83,5.532021524193269,2.484437676480381,3.9667476117777314,1.0616688379411356,Iris-versicolor
+84,4.8657050924697005,3.0,1.4105667732887808,0.3424959636788788,Iris-setosa
+85,4.7893205785829505,3.0,1.3813130747221185,0.1,Iris-setosa
+86,6.27651161767408,3.2875233976531004,4.684723982922139,1.5606720434942503,Iris-versicolor
+87,6.292538008150792,2.3043022055997464,4.359410509042956,1.2723109664955188,Iris-versicolor
+88,5.131053590213351,3.490833556712538,1.3883787979969304,0.2793482511972242,Iris-setosa
+89,6.75495934608551,3.0,5.608561614024972,2.090047051884368,Iris-virginica
+90,6.558851946374233,3.1747606473452095,5.088441564849633,2.0447653873336087,Iris-virginica
+91,5.621618437800201,3.0,4.471816398974589,1.5028000861257647,Iris-versicolor
+92,5.583826378426251,2.693931018552985,4.48459184066413,1.252254428619257,Iris-versicolor
+93,5.046245615078822,2.4912737552332915,2.9095411457374327,1.100342329171528,Iris-versicolor
+94,7.729327519922202,2.808160212294217,6.722017520727068,2.0015930728179723,Iris-virginica
+95,6.861639756091581,3.099069951033882,5.113299274080997,2.2888968416368827,Iris-virginica
+96,6.69976877435152,3.1381283428736904,4.696709251963718,1.5132132150696036,Iris-versicolor
+97,6.325457152782911,3.3670638878603993,5.623594231097483,2.393802481418776,Iris-virginica
+98,4.492022286924904,2.2867912248128905,1.289923528699282,0.2961716379983784,Iris-setosa
+99,5.930969365653085,2.168612245282097,4.901915343494428,1.4737563836990908,Iris-virginica
+100,7.315805436456558,3.0,6.342598169178811,2.1307759249269527,Iris-virginica
+101,4.40000068768263,3.0867800645575802,1.3184265921186036,0.2002189371943476,Iris-setosa
+102,6.324356232730092,3.344689390325257,5.642089917262709,2.3928337916653657,Iris-virginica
+103,5.248166303089805,3.7359993360787285,1.5292420920457166,0.20210462698685708,Iris-setosa
+104,5.496364743256876,2.524728671625137,4.01128063997383,1.1441630838686196,Iris-versicolor
+105,4.840642202561168,3.0,1.4137598813253691,0.1,Iris-setosa
+106,6.831543282881688,3.0,5.3353749729033435,2.1920512533563943,Iris-virginica
+107,5.669007241597759,2.981716957611079,4.127068614728699,1.3141539840449943,Iris-versicolor
+108,7.707478538514629,2.8351484610895503,6.704717784313486,2.0120295451451375,Iris-virginica
+109,5.023881199460495,2.0000004889565846,3.453747666647498,0.9643525321275963,Iris-versicolor
+110,6.681263102476426,3.284817287628665,5.682225799960273,2.499999637983124,Iris-virginica
+111,5.111364571344259,3.5103861258413755,1.4003718657089883,0.20456483701699296,Iris-setosa
+112,6.478908489040335,3.0,5.850797585216851,2.2369777835806124,Iris-virginica
+113,4.817868481079573,3.391045749382524,1.5065288180062144,0.19342430974799596,Iris-setosa
+114,4.504606305648702,2.34731819950935,1.3202429433677478,0.28952336567503906,Iris-setosa
+115,5.085981327089607,3.7750555886903223,1.4842150651426111,0.19850274341101184,Iris-setosa
+116,7.708619891746649,2.5745445315377307,6.9,2.2876740733235916,Iris-virginica
+117,6.722583822836522,2.5187325368031366,5.88274949611022,1.8029168497724881,Iris-virginica
+118,5.877731642196275,2.703623041000558,4.547796316216777,1.1681261660744433,Iris-versicolor
+119,6.4867307166902535,3.231099462070132,4.7293668009845495,1.5578262703741426,Iris-versicolor

iris/tab_ddpm/3_3/12/test.csv

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

iris/tab_ddpm/3_3/12/train.csv

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

iris/tab_ddpm/3_3/12/val.csv

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

iris/tab_ddpm/3_3/13/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.266062401798426,2.4186281127519162,4.953084115816028,1.851452269367738,Iris-virginica
+1,5.608606713976119,3.0,4.085496688830601,1.2687704060890086,Iris-versicolor
+2,4.896964459461221,3.029967660333852,1.4756641071030923,0.1000001030896421,Iris-setosa
+3,6.687343406829576,3.2931675433470144,5.699392788709257,2.4999992462694074,Iris-virginica
+4,7.7056510628070365,2.5647216961049413,6.9,2.3287454511932064,Iris-virginica
+5,5.010362608933429,2.0000006418401557,3.472628077792054,0.9566064389406237,Iris-versicolor
+6,5.580068597437529,3.0,3.975180240524607,1.294155123337855,Iris-versicolor
+7,5.152269511954123,3.498539766177171,1.4021822321176103,0.2987156698543595,Iris-setosa
+8,4.504628769539061,2.273912654190469,1.2788134621617842,0.2879317510585204,Iris-setosa
+9,6.0325238565515145,2.2182357662666923,5.0462771111576465,1.491057970102611,Iris-virginica
+10,7.8999988412487125,3.7977278025140415,6.388148407048508,1.973234732492421,Iris-virginica
+11,4.8162261313158625,3.0,1.4008150865843578,0.10000009672098176,Iris-setosa
+12,6.579490103670587,3.0724901631369668,5.546583022697965,1.9243637282181048,Iris-virginica
+13,5.293789925308218,3.7016022525295935,1.4981518638616826,0.2013509736326859,Iris-setosa
+14,6.3311504441361866,2.403273158547568,4.407740275902156,1.2894583670745043,Iris-versicolor
+15,6.085526000563071,2.790181196880741,4.697488648376625,1.1794841465252255,Iris-versicolor
+16,6.2565528412416915,2.905600617420413,5.578941870670535,1.806893997776568,Iris-virginica
+17,5.868276545003342,3.0,5.0499212459889025,1.7764590999942478,Iris-virginica
+18,4.400000449295524,3.2046875702600146,1.2883835780622972,0.19856318346885304,Iris-setosa
+19,7.705076270722784,2.6045797363899537,6.89999868662877,2.282321431126562,Iris-virginica
+20,6.914637249943561,3.2014171120973507,5.651944999650781,2.2858130863945627,Iris-virginica
+21,5.164801397021368,3.4731083462971446,1.386333493225995,0.199777086358082,Iris-setosa
+22,4.801802890146508,3.0,1.40123405988222,0.10000009202991772,Iris-setosa
+23,6.6776636586537705,3.139088247988946,4.727435769382181,1.5015556740202634,Iris-versicolor
+24,6.326738826808976,2.3498562337174915,4.460587800017241,1.355523900343904,Iris-versicolor
+25,5.303104416699143,3.4029756389311405,1.49966402104718,0.4289023345893791,Iris-setosa
+26,6.886070338388218,3.1669691973255962,5.61007906846959,2.2933562580572247,Iris-virginica
+27,5.001793847124461,2.0,3.2056713039769402,1.0431522459438605,Iris-versicolor
+28,5.917084587057017,3.0,5.069451151825054,1.8140477379968212,Iris-virginica
+29,7.737756306633413,2.591835258776536,6.899998952645879,2.305108694986196,Iris-virginica
+30,6.79739584032834,3.03590772564565,5.221782435036448,2.2674001950690554,Iris-virginica
+31,5.132615145763414,3.6733105297179143,1.4423337675548913,0.403364053209908,Iris-setosa
+32,6.0328706263431,2.789695657099344,4.967860841999951,1.5928241123912252,Iris-versicolor
+33,7.9,3.803936595577947,6.393273599385008,1.9866974893090492,Iris-virginica
+34,6.492640644682742,3.2319563959408084,5.197881263886627,2.0105560226602126,Iris-virginica
+35,4.76787911048571,3.0,1.3876558289382144,0.2957505093806299,Iris-setosa
+36,4.9068437282809185,3.1160745151399407,1.516148276821966,0.1,Iris-setosa
+37,6.310896798497338,2.932970161882849,5.558542936611697,1.72111244659454,Iris-virginica
+38,6.142102749961355,3.350527466456786,4.593260866402584,1.6228381499456412,Iris-versicolor
+39,5.894239739745912,3.0,5.1162942551227655,1.787317411669918,Iris-virginica
+40,4.818589385466873,3.0,1.3899468255166263,0.29108810818869213,Iris-setosa
+41,5.17913349860445,3.757328486228706,1.505493654918165,0.20512563315826204,Iris-setosa
+42,4.898397197827612,3.0,1.4031448765649854,0.20134512828830645,Iris-setosa
+43,6.292379079995121,2.8680233679275964,5.62866069807495,1.7715156658823001,Iris-virginica
+44,4.48988466437101,2.2990416523359176,1.278570801080091,0.3257616424453078,Iris-setosa
+45,4.40000062913113,3.1758001668790294,1.296894751260373,0.2040962557626599,Iris-setosa
+46,6.139797736204747,2.608042161025394,5.619113120485555,1.4155770813314708,Iris-virginica
+47,5.197135102201773,3.4066015387857407,1.3878809339827431,0.2002698911513781,Iris-setosa
+48,7.7092846834099955,2.6067043052720535,6.9,2.298474985174357,Iris-virginica
+49,4.6240544118074105,3.410535615024092,1.408528582551858,0.27631824454426623,Iris-setosa
+50,5.3975967524469395,3.9,1.299222075716489,0.5130346877499038,Iris-setosa
+51,6.490672033770471,3.208428865703481,5.104896828816779,1.9851691916500471,Iris-virginica
+52,4.966884001069038,2.0,3.5018742452540472,0.9633907675572337,Iris-versicolor
+53,5.278670555916793,3.721088546149076,1.728618093134139,0.20359161387017405,Iris-setosa
+54,6.689669170625785,3.0,5.57112819986604,2.0016555739678146,Iris-virginica
+55,6.331808112044774,3.408967614474161,5.591030158796004,2.3997097745319325,Iris-virginica
+56,5.797899234443107,2.914276011173674,4.311350377108049,1.329940874480334,Iris-versicolor
+57,7.677359669112763,2.5786986633527,6.9,2.2987002440768167,Iris-virginica
+58,6.598138293900591,3.1672028429418067,5.350006518559977,1.99094584415931,Iris-virginica
+59,4.838020521672501,3.0,1.4040089035053973,0.2896526770846045,Iris-setosa
+60,5.799281673836729,2.6730486785577865,5.089459988925277,1.8988755001294682,Iris-virginica
+61,7.706833954788712,2.6163477682709995,6.9,2.2983749849261685,Iris-virginica
+62,6.797836006452124,3.0,5.538759531550743,2.0823761237908927,Iris-virginica
+63,5.089274108468737,3.790724029786127,1.6652177416188105,0.19869536750234534,Iris-setosa
+64,7.691409212447306,2.7709161198232546,6.699469908209087,1.9844383516510384,Iris-virginica
+65,5.156968109810449,3.7753981559748744,1.6028006960250463,0.20132277555389838,Iris-setosa
+66,6.829247122779881,3.1823869362753285,5.80018031661721,2.311041130480085,Iris-virginica
+67,4.4,2.9009285011828547,1.3884658371208363,0.18922393449932312,Iris-setosa
+68,5.433681243284718,3.9,1.3201840873458084,0.5515170325324332,Iris-setosa
+69,5.595790617300709,2.73266490248806,4.278952502440891,1.2341513581928658,Iris-versicolor
+70,4.5013312349725005,2.330287863726216,1.2976794665154119,0.35782536912727836,Iris-setosa
+71,5.991536340478892,2.20290039060618,4.979557241767411,1.501426913235149,Iris-virginica
+72,5.112177354781911,3.4900043637298497,1.4035681409143441,0.1974597027446715,Iris-setosa
+73,5.991674335610961,2.9805394309567923,4.535531975035256,1.34561231758238,Iris-versicolor
+74,4.8045100003401995,3.0,1.4092079782167175,0.10000012031843668,Iris-setosa
+75,7.9,3.815662140488773,6.320686749696744,1.9931354821858112,Iris-virginica
+76,4.577741142032917,3.3926897856541625,1.383859368645107,0.3550404798927377,Iris-setosa
+77,4.523919975351467,2.4400725534638403,1.3173388824805916,0.4065639985663007,Iris-setosa
+78,6.307146688495644,2.4787441478341457,4.9565959646153015,1.5006373015050332,Iris-versicolor
+79,6.322593919035295,3.416477242622913,5.600614936574697,2.392471116168177,Iris-virginica
+80,6.155787744791801,2.613914922314855,5.586701087552446,1.4442862303974662,Iris-virginica
+81,5.37133760321371,3.4006010142514107,1.6449152161359375,0.19957632147275275,Iris-setosa
+82,4.498203945433949,2.316655664370055,1.2879280608393937,0.29668311969524586,Iris-setosa
+83,4.973017447292235,2.4177835234305975,3.460386880527313,1.063079918960803,Iris-versicolor
+84,6.69943019926155,3.2942133209680255,5.689144883892189,2.4999994665632763,Iris-virginica
+85,6.881483896838433,3.0659941466873186,5.1851385904634935,2.2885795301544762,Iris-virginica
+86,5.39766463263853,3.9,1.3145216590755389,0.3235421686788874,Iris-setosa
+87,7.226930078693577,2.9106799845980276,6.256023797070325,1.7834404681832652,Iris-virginica
+88,6.713551768400296,3.0180120528719945,5.749326102036889,2.2449477660186044,Iris-virginica
+89,6.857528517327199,3.167052945390366,5.756012632115973,2.2834487589092114,Iris-virginica
+90,6.076785036252714,2.803081949315155,4.712839799240632,1.2006584732601406,Iris-versicolor
+91,6.304089315246628,2.4951020952980594,5.09383809586871,1.880410666753865,Iris-virginica
+92,7.667734869957691,2.613659571750967,6.899998660556983,2.288187613812843,Iris-virginica
+93,7.735613017013002,2.6170821542370653,6.9,2.2904901662378268,Iris-virginica
+94,5.872261422820674,2.8194262108877375,4.327014270651917,1.1672423941854229,Iris-versicolor
+95,7.7188227500045095,2.5986515965322985,6.9,2.307811519761242,Iris-virginica
+96,7.7321663384173975,2.6070282868035437,6.9,2.3222324448851968,Iris-virginica
+97,7.252821466681219,3.0384874142553726,6.229996892260714,2.183633060542304,Iris-virginica
+98,4.921262326619235,2.417109926135094,3.0949367204362117,1.0238915954712433,Iris-versicolor
+99,7.737816226256765,2.6305327218170875,6.9,2.2944564071119746,Iris-virginica
+100,6.30621885437466,3.408307188893278,5.6199848090673,2.396439230744479,Iris-virginica
+101,6.027412723949842,3.3897133674727957,4.54559016196839,1.5872781602045642,Iris-versicolor
+102,7.552918053790529,3.0,6.516476626682238,2.1142379797441078,Iris-virginica
+103,5.97850491515386,3.403049509561914,4.486231658650864,1.5958627375144343,Iris-versicolor
+104,7.649042512562054,2.999345811740342,6.625080444462966,2.0700418709748907,Iris-virginica
+105,4.8030013790946855,3.0,1.3958605736082441,0.31606364270730136,Iris-setosa
+106,6.923213323964468,3.1636196347030707,5.688915420600942,2.2700132682317986,Iris-virginica
+107,5.141381830563448,2.494882391991008,3.2696174853682436,1.1217527972737014,Iris-versicolor
+108,7.9,3.7801923807516613,6.461729414614939,2.0006876110537246,Iris-virginica
+109,6.016859543774669,2.9414863113428744,4.37075812058857,1.512980659211752,Iris-versicolor
+110,6.503853070250358,3.0,5.911787997464395,2.2392821712617788,Iris-virginica
+111,6.910706148805741,3.058871498189186,5.263806789814023,2.26688656480006,Iris-virginica
+112,5.624050837502504,2.9487901125786964,3.716916475196255,1.313701615915859,Iris-versicolor
+113,5.733418968414676,2.766401532590855,3.9474367865009494,1.0466506513086726,Iris-versicolor
+114,5.807630828908015,2.8866349855656246,4.550638673343177,1.312336395813832,Iris-versicolor
+115,5.1098168509539095,3.499306977351796,1.4003003782895354,0.29896393826438716,Iris-setosa
+116,5.457980516005791,3.402539285976222,2.016883905260545,0.1999851107275587,Iris-setosa
+117,7.689204276140561,2.5984326632271086,6.9,2.2738099774308718,Iris-virginica
+118,5.9801693403779845,2.817047109820722,4.786783009347709,1.5299293279558763,Iris-versicolor
+119,6.536702925855845,3.0,5.51671096301023,1.7990938692473495,Iris-virginica

iris/tab_ddpm/3_3/13/test.csv

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

iris/tab_ddpm/3_3/13/train.csv

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

iris/tab_ddpm/3_3/13/val.csv

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

iris/tab_ddpm/3_3/14/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.515043779638059,2.4185102179397586,3.7194680763013674,1.0121284048885484,Iris-versicolor
+1,6.373826133964081,2.89656390672566,4.303225508970308,1.2726738592355646,Iris-versicolor
+2,5.889765730538661,2.779477798845397,4.602385123753807,1.2053205948672496,Iris-versicolor
+3,4.98267638868925,2.0,3.1607814550145124,0.9732467974863175,Iris-versicolor
+4,5.568898364990261,2.8721813424436804,3.4544845003991353,1.307572499957972,Iris-versicolor
+5,4.607445270125422,3.618476951050562,1.0,0.20007801321334429,Iris-setosa
+6,6.514993234161834,3.0,5.50697224378113,1.8311235351470818,Iris-virginica
+7,6.166970851314462,2.6242265198316446,5.6001305217243,1.4376443137294765,Iris-virginica
+8,4.867955311232717,3.0,1.4007572156853432,0.19838534272676822,Iris-setosa
+9,5.143220691690835,3.463609526961267,1.3923954557339733,0.20198929885038375,Iris-setosa
+10,5.703658901450743,2.7696362009985007,4.512336800165337,1.2893704520093054,Iris-versicolor
+11,6.776738294202541,3.0,5.548953263911204,2.0112073720845682,Iris-virginica
+12,5.682183754586897,2.936960598953496,4.1798084264324835,1.2880360576089354,Iris-versicolor
+13,5.396808752201248,3.404936753778543,1.6853221753105556,0.20124411371138357,Iris-setosa
+14,5.016700841417257,2.000000910626617,3.5529030899478204,0.9366859570360349,Iris-versicolor
+15,4.4,2.880277360873174,1.3996829075621475,0.18959554465215422,Iris-setosa
+16,7.374158991088261,2.9090119355029684,6.3597975978005685,1.8035744680028354,Iris-virginica
+17,5.646272424648712,3.0059347618491374,4.132693510355034,1.339146863965952,Iris-versicolor
+18,6.803920326788697,3.1071840203580483,5.074818156238705,2.243966959121212,Iris-virginica
+19,7.9,3.811213725139504,6.459200315064271,1.9858548505183302,Iris-virginica
+20,6.706051629685508,3.3082171822721795,5.698884174609104,2.103538828796839,Iris-virginica
+21,4.924430725633386,2.4054077368662687,3.1038272796007327,1.0211507023267552,Iris-versicolor
+22,5.943510733285955,2.7060818820932417,4.415971531115605,1.151313530790734,Iris-versicolor
+23,6.7443150889564345,3.1124522104739154,4.741366048817589,1.5099609813596966,Iris-versicolor
+24,5.331197282554835,3.4547352153192046,1.655802838920954,0.40247691190172813,Iris-setosa
+25,6.29321753260584,2.319873134975259,4.443241753201604,1.3103648035832935,Iris-versicolor
+26,6.703973410518258,3.290374674325009,5.687163677645422,2.106339119283196,Iris-virginica
+27,5.971274945692772,2.755820477169857,4.981910004189215,1.5686809424533548,Iris-versicolor
+28,6.7966299208636825,3.1921211219852332,5.915320848841825,2.281679750929403,Iris-virginica
+29,6.10084981122464,2.813677774944938,4.721770951823538,1.1991737733839039,Iris-versicolor
+30,5.981734317756638,2.7949907313882236,4.825636145922495,1.5467931857976953,Iris-versicolor
+31,6.693904942094535,2.5055188786295792,5.794099657430238,1.8043125924891563,Iris-virginica
+32,6.270581824143455,2.4532623150258623,5.014500309539396,1.8403543064083412,Iris-virginica
+33,6.432669610181372,2.958232752649853,5.513460761935156,1.8131708615154825,Iris-virginica
+34,4.753567176069409,3.1643176784136573,1.406897006802732,0.2905443351200339,Iris-setosa
+35,6.311471815991226,2.286695352429655,4.3972734926339125,1.3056511019985868,Iris-versicolor
+36,6.320098808488987,3.2963350161599516,4.696305847628077,1.5929087493288336,Iris-versicolor
+37,6.794979004746734,2.8082513119624077,4.7950117685151215,1.4194005021562182,Iris-versicolor
+38,7.71132974349264,2.6028899677050825,6.9,2.3056394681368375,Iris-virginica
+39,6.810313099695698,3.100119100869492,5.135162969528814,2.327699061711127,Iris-virginica
+40,5.036419504739022,3.3210893553900456,1.4764224497817977,0.3312988005920899,Iris-setosa
+41,6.786542542514885,2.8560087745375977,5.946255794466288,1.7036138866484516,Iris-virginica
+42,5.1510987797882475,3.714695006717362,1.7425181965060865,0.20056015482643272,Iris-setosa
+43,6.585293604190291,2.4352251548019073,5.741684730831928,1.7564540508144335,Iris-virginica
+44,5.668881885469183,3.7900117160857256,1.719505165693607,0.2970366240450987,Iris-setosa
+45,5.519404769580265,2.5763823106694175,4.3590053870949355,1.1461113119225188,Iris-versicolor
+46,5.5262552717690605,2.6009583343429794,4.410347796393733,1.1829618713806915,Iris-versicolor
+47,7.076602271203659,3.0,5.81803866604554,2.079255417077801,Iris-virginica
+48,7.9,3.7954201430728807,6.43205033133016,1.9875574777772593,Iris-virginica
+49,5.000305005857342,2.0000007185207993,3.3867489335467886,1.0329112827859515,Iris-versicolor
+50,5.008751161658334,3.565787487686251,1.3960900069926132,0.20034011827200124,Iris-setosa
+51,5.331291748987306,3.9,1.282893071489268,0.4780422681391827,Iris-setosa
+52,5.039763907587235,2.473529396934917,3.4582409848664035,1.0390792931649213,Iris-versicolor
+53,6.082414597258636,2.79522541917471,4.290544650088805,1.1039409030056788,Iris-versicolor
+54,4.981037017662451,3.6212487903126047,1.4003914945107725,0.2064329112723817,Iris-setosa
+55,5.357703648637,3.9,1.323217977495941,0.4103904878586457,Iris-setosa
+56,5.7864509122574,2.7133075953188515,4.296694332918319,1.0452718150137283,Iris-versicolor
+57,7.6970728276474745,2.794838610007495,6.7048135293466595,2.0183182875352266,Iris-virginica
+58,5.124977834975248,3.4203409883160094,1.4032049544580758,0.1999648610708969,Iris-setosa
+59,4.400001007533097,3.0,1.387481085501468,0.20246631638264168,Iris-setosa
+60,6.942935445453966,2.838061544063469,6.059601966290297,1.7102247101034806,Iris-virginica
+61,7.710502573755415,2.599138960542065,6.899998791592537,2.306127158029321,Iris-virginica
+62,6.677441849143195,3.0736810783812465,4.653239088255626,1.4780595536506422,Iris-versicolor
+63,5.685805082465458,2.976706385391681,4.434173752683845,1.50144842627049,Iris-versicolor
+64,6.0630235215626564,3.393426977159348,4.49760828169325,1.627765452933571,Iris-versicolor
+65,5.710462397218481,2.6466168477274996,4.306550486582594,1.1082612072781919,Iris-versicolor
+66,6.335906149739335,2.9502588457293064,5.587537476015448,1.8650821379465319,Iris-virginica
+67,6.824467352981096,3.134420803268581,5.67759783631114,2.216259498795387,Iris-virginica
+68,5.558656809601842,2.4638909605511072,3.838954392197445,1.104540452461364,Iris-versicolor
+69,5.742891510628966,2.787733027056856,4.492374099960142,1.2935722874522513,Iris-versicolor
+70,7.6889161037919855,2.5941177301629303,6.8999990047409705,2.293344396654101,Iris-virginica
+71,5.575098656129215,2.413103061059995,3.8263403063798727,1.0712824096358138,Iris-versicolor
+72,4.967130463204692,2.0,3.3654536145625364,1.0225641799075373,Iris-versicolor
+73,6.040055299995207,2.8556635828730896,4.667115891603434,1.3064200366112912,Iris-versicolor
+74,7.7385108418851445,2.5920447511231655,6.899998683669644,2.314995670093733,Iris-virginica
+75,4.95081238028035,2.425939460883562,2.914046585835689,1.0352515570259317,Iris-versicolor
+76,4.483369963506477,2.248163585937117,1.3278094106058422,0.2846845166926731,Iris-setosa
+77,5.0195125241604615,3.5521264337430782,1.39554993340971,0.20317014124969274,Iris-setosa
+78,4.777382540318377,3.0,1.407476352312591,0.1,Iris-setosa
+79,6.829845949381072,3.1773957840102742,5.768505383821166,2.2838730456682286,Iris-virginica
+80,5.096685563900328,3.8126943019768857,1.6053713919979344,0.20847692386652936,Iris-setosa
+81,4.585998969990737,3.6030818873467707,1.0,0.20655314303333067,Iris-setosa
+82,5.631119261548344,2.867282750929086,3.7102523368783764,1.282957643213664,Iris-versicolor
+83,6.0532488969452105,3.0,5.198841651514919,1.8038917724782157,Iris-virginica
+84,5.125981042462966,3.78294222325035,1.7992839015988753,0.2046657679168996,Iris-setosa
+85,5.968224050759499,3.282877207710937,4.433453542282482,1.5669308100025452,Iris-versicolor
+86,5.978706889326003,2.699504069459255,5.016870724802818,1.5827752222445661,Iris-versicolor
+87,4.887062357799044,3.0,1.4066101754039613,0.1,Iris-setosa
+88,4.4,2.9053656789942734,1.4036763983538807,0.20646821139273577,Iris-setosa
+89,5.921659551844238,3.0,4.339930514714085,1.5221794567677456,Iris-versicolor
+90,6.0295314716035735,2.202606432410581,4.900440689608441,1.5044348970681385,Iris-virginica
+91,7.9,3.8193575922011727,6.433865460540081,1.9922991767700662,Iris-virginica
+92,5.556394868376556,2.545997186300311,4.10269241254391,1.1591242037670806,Iris-versicolor
+93,4.5831022126025305,3.6145325069647054,1.0,0.1960642599543388,Iris-setosa
+94,5.99535245035729,3.0,4.4450776008317465,1.5012761587533343,Iris-versicolor
+95,5.067299581033906,3.4254901326458422,1.9404719927774046,0.38513237213878154,Iris-setosa
+96,6.219183542773192,2.167742173013587,4.499246262726357,1.493621528730442,Iris-versicolor
+97,5.9779086364497465,3.0,5.111163582730796,1.832213711722546,Iris-virginica
+98,5.871910140161645,2.783538570666323,4.672795695966556,1.254767946025283,Iris-versicolor
+99,7.713618937465661,2.579689571614016,6.9,2.2912864034417186,Iris-virginica
+100,4.907799818567211,3.123421760113725,1.7210559927543363,0.1,Iris-setosa
+101,5.218402089400945,3.736626495660752,1.6681574222936728,0.2993101210072414,Iris-setosa
+102,5.18286347459342,3.3781866755598746,1.4009655761232072,0.19580037150171176,Iris-setosa
+103,5.903895641709902,3.1335711410882436,4.448535912906414,1.4940421600146598,Iris-versicolor
+104,6.690186882763751,3.297768656293045,5.6706748889902165,2.5,Iris-virginica
+105,6.7785261816374085,3.0,5.523641164069802,2.1108704590209864,Iris-virginica
+106,4.400000468022123,2.871363674347201,1.3491435973890396,0.19815538274462008,Iris-setosa
+107,5.00417873995918,3.607554639672095,1.3919280052516112,0.19870527540052701,Iris-setosa
+108,5.268024513107936,2.6476429813061153,3.829957180087963,1.358931824715946,Iris-versicolor
+109,6.0203945204803935,3.360694285776433,4.537711687965974,1.6041507995975175,Iris-versicolor
+110,5.747240110602783,2.886859720536379,4.071484295756576,1.2428241902172423,Iris-versicolor
+111,7.671772408643459,2.876499257496061,6.714919082393972,2.0332915552339172,Iris-virginica
+112,6.870444995160928,3.0,5.5720268359866445,2.09751599660175,Iris-virginica
+113,4.676999524168474,3.4206180733508287,1.4232800398596759,0.27686031933401145,Iris-setosa
+114,5.008990786578214,3.596926677607997,1.3907381743261187,0.20593670701378775,Iris-setosa
+115,4.989077840290554,2.4788485556459525,3.2122737906153533,1.114394209590291,Iris-versicolor
+116,4.743790968747886,3.395856202089013,1.4522681539813538,0.28531136333472984,Iris-setosa
+117,5.31250827028829,3.9,1.2627571150442867,0.45162713863876724,Iris-setosa
+118,7.71406536796227,2.586219851392361,6.899998876323936,2.3134702467678565,Iris-virginica
+119,6.8016784363517875,3.0,5.2295962023381435,2.249988056343392,Iris-virginica

iris/tab_ddpm/3_3/14/test.csv

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

iris/tab_ddpm/3_3/14/train.csv

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

iris/tab_ddpm/3_3/14/val.csv

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

iris/tab_ddpm/3_3/15/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.653851397361551,2.7247804315842297,4.498138296334412,1.269273728113987,Iris-versicolor
+1,5.682149712033891,2.8777259050309856,4.034096246192407,1.2896161010169571,Iris-versicolor
+2,5.804950782918078,2.881284261731799,4.482877607920793,1.3169598154961486,Iris-versicolor
+3,4.997744861246717,2.0,3.568395384939342,0.9160502268308337,Iris-versicolor
+4,4.4,2.8584130728081196,1.3799351572273193,0.19912286320138134,Iris-setosa
+5,5.611838068685746,2.727666982701945,4.482946112929676,1.2852278321160682,Iris-versicolor
+6,5.95754381063076,2.9794806946193075,4.483859238453065,1.5036323536115679,Iris-versicolor
+7,6.153675574879036,2.194503690407545,4.470531182771403,1.5011597066794717,Iris-versicolor
+8,6.862407238222527,3.083209376162363,5.1658893004244515,2.2681237711812923,Iris-virginica
+9,7.69983793452488,2.5871561795300777,6.9,2.298730433806228,Iris-virginica
+10,5.648087044380644,3.0,4.503049628935196,1.5176393464348683,Iris-versicolor
+11,6.542674474314298,3.0,5.385929265334947,1.8825867195597028,Iris-virginica
+12,4.878234726042132,3.08028969858653,1.4807480568637303,0.1,Iris-setosa
+13,7.399924380510528,3.0,6.418194417564864,2.100848244724642,Iris-virginica
+14,7.899996362114434,3.750185961501115,6.465557393062023,1.9878134336035727,Iris-virginica
+15,5.005958701809843,3.613366988011789,1.3777394003628545,0.20400323898019299,Iris-setosa
+16,4.9914254873213535,2.0,3.452543077686103,0.8803598342340591,Iris-versicolor
+17,5.008537968265272,2.0,3.227351005596093,0.9987055905263462,Iris-versicolor
+18,6.179876688566508,2.597107343449555,5.603619976424882,1.4183333581249271,Iris-virginica
+19,4.840611377172226,3.0,1.4140277920636197,0.10000010282527207,Iris-setosa
+20,5.67223950326173,3.801767929217612,1.8731633478503502,0.3773565522611197,Iris-setosa
+21,5.980002099132877,2.7168707707809365,5.055673213087018,1.5853784114927811,Iris-versicolor
+22,6.330517710644122,2.325520793915027,4.376312885025396,1.3033606966708426,Iris-versicolor
+23,6.709703881849301,3.0886352971411704,4.718729309364256,1.5099834251060298,Iris-versicolor
+24,6.0073906305770075,2.6447615865466547,5.402885765386156,1.7375594864446777,Iris-virginica
+25,5.5786429998809615,2.4153416650471353,3.7211000107577887,1.0844241311285259,Iris-versicolor
+26,4.779012945624855,3.391657771503293,1.6942479087436217,0.19294136624011948,Iris-setosa
+27,5.849378797518669,3.1071655282519983,4.572600851436089,1.5205454924375308,Iris-versicolor
+28,7.89999896965272,3.782337257113884,6.399765814396093,1.9987610437086234,Iris-virginica
+29,5.598923261782775,3.0,4.378149191443468,1.5093891879034829,Iris-versicolor
+30,6.79405154605278,2.8098971682454525,4.7925557256993265,1.3954250038715572,Iris-versicolor
+31,4.503501412951775,2.2988550891970587,1.3089007998243156,0.33011605766939683,Iris-setosa
+32,5.206831420683863,3.7991938519004154,1.4940882740201384,0.26437653468709815,Iris-setosa
+33,4.893241929315405,3.0864611818428878,1.4865849255121995,0.10000015086036543,Iris-setosa
+34,6.597407236412236,2.4382020256030135,5.696219376172876,1.814076701846794,Iris-virginica
+35,4.59700758367359,3.6045666819256796,1.0000005372126337,0.19734055353829807,Iris-setosa
+36,5.082448625511102,3.5057170495816137,1.3792415971451513,0.19978932082284237,Iris-setosa
+37,7.570370249084992,3.0,6.5704156323781255,2.0718805258845876,Iris-virginica
+38,5.162489134110979,2.6768842282301915,3.902127180236728,1.4157696475314838,Iris-versicolor
+39,6.903715733964588,2.930083040851739,5.814248334903994,1.8538336111573404,Iris-virginica
+40,4.897238593436174,3.0,1.3799174929805655,0.2038894668093811,Iris-setosa
+41,4.888611600454528,2.386358849548671,3.543504576521524,1.0108561663664601,Iris-versicolor
+42,6.138860215418168,3.202511589774929,4.6409672579988746,1.5106696813205862,Iris-versicolor
+43,7.718292025348459,2.616454727416023,6.9,2.2940982620820174,Iris-virginica
+44,6.716202557156198,2.519401595273419,5.91437583711576,1.8181571878614933,Iris-virginica
+45,6.673649214368321,3.2680052559381405,5.674225857268219,2.5,Iris-virginica
+46,6.29188286044712,2.8441304126729516,4.266441928669406,1.2537683073543322,Iris-versicolor
+47,6.300901877813431,3.403842337621286,5.612878170706424,2.400756895331693,Iris-virginica
+48,6.10559791446514,3.0,4.415736860167121,1.4104220935243201,Iris-versicolor
+49,4.9876774651623075,2.0,3.4803559467457594,0.9485838620657119,Iris-versicolor
+50,7.679040602887848,2.6161393625801472,6.9,2.29735726560942,Iris-virginica
+51,4.975004756143593,2.439527526958904,3.402476332161642,1.0840938898750716,Iris-versicolor
+52,5.224901835392354,3.4117001341755313,1.394316431311657,0.20172381887801255,Iris-setosa
+53,7.70387176140472,2.6006827332858906,6.9,2.30285466926187,Iris-virginica
+54,5.366897638011776,3.9,1.265090964186124,0.3676712397489539,Iris-setosa
+55,4.629137137473293,3.6173999493052595,1.0000003663338441,0.2036166547004783,Iris-setosa
+56,6.526966279948212,3.0808065834384686,4.621998143948249,1.4725369466348068,Iris-versicolor
+57,5.416619274336387,3.388566520531863,1.777959613933699,0.20155516468327997,Iris-setosa
+58,6.170177752927564,2.25138741169835,4.489378500499636,1.4369619536056126,Iris-versicolor
+59,6.888817864284201,3.1225333893686242,5.355457643812242,2.3038951666950855,Iris-virginica
+60,6.193371430621239,2.2196448593084486,4.482098620697729,1.4708052407475867,Iris-versicolor
+61,4.897584741015325,3.092981355668628,1.4998922632340392,0.10000010811816848,Iris-setosa
+62,6.311648895654183,3.0,5.420282056931479,1.8144920773156168,Iris-virginica
+63,6.807912391043311,3.1832237880051837,5.7711091705297255,2.294568186902325,Iris-virginica
+64,6.004484855163738,2.193580372477951,5.031044349105726,1.5067652376880176,Iris-virginica
+65,5.96387350574358,2.932686967146883,5.22309384383798,1.8342562363542396,Iris-virginica
+66,7.675220392862695,3.0,6.654177439411524,2.0732253954915967,Iris-virginica
+67,7.673355826549775,2.580820459972083,6.899998888423633,2.2876580520817384,Iris-virginica
+68,5.438063013290136,3.3890093451272016,1.886356569328506,0.19724339921410494,Iris-setosa
+69,5.80722830524644,3.0,4.243353965959331,1.4341464611418522,Iris-versicolor
+70,5.7337963410648,2.9150224354995022,4.234666370631278,1.307874106439435,Iris-versicolor
+71,6.029254659396084,2.6867757384153728,5.166860206532462,1.6048875280100854,Iris-versicolor
+72,6.8121465018081615,3.206162018008376,5.798544785013218,2.2827663959062354,Iris-virginica
+73,6.1780626681368345,2.2086338587685863,4.481141458959927,1.4896287362783636,Iris-versicolor
+74,7.703455622515367,2.6262000351816748,6.899996961204749,2.2999412459819735,Iris-virginica
+75,6.723014816017917,3.3147508279767823,5.691883100818649,2.499999011159,Iris-virginica
+76,4.4,3.240567093898529,1.2947521750542954,0.20608545446306878,Iris-setosa
+77,5.891429958380112,3.1698023206318617,4.430708511598054,1.5172446055666367,Iris-versicolor
+78,7.541291543583581,2.830130564028034,6.588254813334174,1.962762204555479,Iris-virginica
+79,6.67494668345303,3.0627501924844056,4.578540669486501,1.4923453897447432,Iris-versicolor
+80,6.483495528734883,2.957413449737831,4.319022240522021,1.3324173969678295,Iris-versicolor
+81,6.750740333348475,2.5105801688385414,5.93426158149062,1.8157142666965498,Iris-virginica
+82,6.779762134714115,3.0,5.498771649434696,2.0824776832823444,Iris-virginica
+83,6.216993632087281,2.1880162269800083,4.4633712271502946,1.4931075908799136,Iris-versicolor
+84,5.615154810165741,3.0,4.484694810471946,1.4723075110054085,Iris-versicolor
+85,6.360308496491616,3.3814092552787907,5.626383184173288,2.3831770488346606,Iris-virginica
+86,6.724721491954329,3.279528341763715,5.704939963304641,2.126687352200889,Iris-virginica
+87,5.353429445649258,3.8999995809408015,1.263483632405961,0.34934593617687915,Iris-setosa
+88,7.445245519085322,2.9013028445348152,6.4482122060507265,1.8499138475185712,Iris-virginica
+89,6.012307862298042,2.7546943534752026,4.8766351500336365,1.5396766540994913,Iris-versicolor
+90,6.692442920082739,3.0751111679484615,4.6331145921537615,1.485344642012938,Iris-versicolor
+91,7.710766351190001,2.5918578111834685,6.9,2.2741911908355203,Iris-virginica
+92,5.710326018028065,3.8006448354961613,1.6666194979095705,0.30014187987099944,Iris-setosa
+93,6.482585855114062,3.133434442417303,5.1781778671518435,1.9664734790359413,Iris-virginica
+94,4.5969198701403755,3.6289007295302182,1.0000005910009975,0.20091372987575393,Iris-setosa
+95,5.4005307505319795,3.9,1.312690999296528,0.35317628210806157,Iris-setosa
+96,5.044598311486781,3.5241430025747174,1.3845089644602968,0.20675515903454839,Iris-setosa
+97,6.2124218431665925,2.2684005402581793,4.49334724498701,1.4759165549260247,Iris-versicolor
+98,5.40657844225725,3.9,1.299284271058417,0.45041270609344336,Iris-setosa
+99,4.649220869465304,3.308936780497564,1.4184752010323647,0.32325177042958875,Iris-setosa
+100,6.846092842837622,3.0,5.521395226692854,2.1073096100077593,Iris-virginica
+101,5.72768075298511,2.8277379998130026,3.9319549101494795,1.2145159749201098,Iris-versicolor
+102,6.276095900404647,2.2358195772080105,4.583670232268071,1.4861064877834098,Iris-versicolor
+103,5.665403373994056,2.8930993860485907,4.3938966810387585,1.3210380349158253,Iris-versicolor
+104,5.394895032925094,3.8999996087075046,1.2951601247201476,0.3310608928964919,Iris-setosa
+105,6.029043088725341,2.695830516748388,5.155295521682672,1.6088567469172823,Iris-versicolor
+106,6.783774485980908,3.1956213409116425,5.803476427944019,2.304982150940935,Iris-virginica
+107,4.584882469658178,3.6432627400510147,1.0,0.20511568580201708,Iris-setosa
+108,6.202717966743847,2.43661861854488,4.362459828429669,1.2856190615050882,Iris-versicolor
+109,6.863381408728367,3.169048676936674,5.641968938972413,2.298907418436317,Iris-virginica
+110,6.341907386846472,2.837593392157101,4.267259401382294,1.2368513675846293,Iris-versicolor
+111,6.303029912225266,3.4032007381833225,5.593264414122496,2.3978910428855427,Iris-virginica
+112,6.241364966390204,2.3631463230592087,4.769068334437898,1.5112723883117354,Iris-versicolor
+113,6.137766867148199,3.375420725044179,4.614100089131254,1.6136673523382639,Iris-versicolor
+114,5.559955866294611,2.5468919966846864,4.318552126204616,1.1028072855864421,Iris-versicolor
+115,5.478160414836382,2.3691617686000503,3.636938986889402,0.9493254965382811,Iris-versicolor
+116,6.878346723228711,3.0,5.388236504487943,2.2103138744934907,Iris-virginica
+117,6.102597564300048,2.597901205163152,5.621433163869792,1.405227812151459,Iris-virginica
+118,5.072353132648907,3.4192294567059385,1.6529576042510357,0.47348745032603756,Iris-setosa
+119,4.497980185001383,2.3141438484865025,1.3178983841970806,0.30724780209165764,Iris-setosa

iris/tab_ddpm/3_3/15/test.csv

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

iris/tab_ddpm/3_3/15/train.csv

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

iris/tab_ddpm/3_3/15/val.csv

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

iris/tab_ddpm/3_3/16/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.889444314164436,3.0,1.3761567345762875,0.1921233587914146,Iris-setosa
+1,5.715692287939019,3.0,4.479373052217213,1.5045234397931633,Iris-versicolor
+2,6.822018268666593,3.2021431306972614,5.775579201955664,2.3003495563867795,Iris-virginica
+3,5.983969558664551,3.0,4.22380706546535,1.476024284822747,Iris-versicolor
+4,6.692481487512464,3.225320183022475,5.706126682676,2.1202268055647804,Iris-virginica
+5,6.012548693947723,2.953858236369281,5.354657051098482,1.8284915975596254,Iris-virginica
+6,6.675774608321811,3.1051825195459997,4.703177572025624,1.4981063691627357,Iris-versicolor
+7,5.707681859233749,2.3536718289682974,4.0807780403512925,1.1445704398782426,Iris-versicolor
+8,4.6186634910382125,3.409816952958234,1.4002965624978911,0.4009887715226854,Iris-setosa
+9,5.401585111359186,3.391077726104517,1.496268521720164,0.20537658939110512,Iris-setosa
+10,4.94927852882943,2.4270461161596906,2.908624678056321,1.0086557905967568,Iris-versicolor
+11,7.899999002165778,3.799521732582883,6.3835137783567495,1.9826867273728574,Iris-virginica
+12,7.7011594720784196,2.6228895344477534,6.89999819960552,2.29504936454852,Iris-virginica
+13,5.619477044431099,3.0,4.41736214843734,1.4686955165247761,Iris-versicolor
+14,4.922778537976917,2.3869884760280593,3.1244010761872385,0.962305839315436,Iris-versicolor
+15,5.147449735045454,3.484442528126799,1.4019183947682143,0.19916718564119187,Iris-setosa
+16,5.607380339199651,2.915967912772277,3.6530483733147765,1.281800287813996,Iris-versicolor
+17,6.419844406550141,3.0,5.53604495715828,1.7771498393923792,Iris-virginica
+18,5.773145902643302,2.7136610291942698,4.121680625424679,1.0644435417492144,Iris-versicolor
+19,4.4,3.110610395006121,1.3008719394680506,0.1929807792245124,Iris-setosa
+20,6.210804307691771,2.2110214533122994,4.421807441561661,1.4815966104847023,Iris-versicolor
+21,4.951072102012729,2.425312635998269,3.283651163048804,1.0171735233244241,Iris-versicolor
+22,5.145992428723343,3.4044738167013,1.4971821841411488,0.42707355132998315,Iris-setosa
+23,6.26226535113565,2.8750077180690736,5.600216014962113,1.7752660880077158,Iris-virginica
+24,5.37508194993892,3.717053854672234,1.4982548342417408,0.20560801734305956,Iris-setosa
+25,6.2340512270154385,2.5546408217463736,4.8256833677140705,1.514058245168793,Iris-versicolor
+26,4.4,3.23264112704279,1.2815374656888534,0.19689790182568828,Iris-setosa
+27,6.314418647091979,2.320310363353286,4.387624810621321,1.2893357524875388,Iris-versicolor
+28,4.93091775852508,3.0,1.3985426246199482,0.190804133637745,Iris-setosa
+29,7.69601671895796,2.5712506132812427,6.9,2.313879523753466,Iris-virginica
+30,5.994803272964824,3.0,5.120116853025888,1.8497306744374011,Iris-virginica
+31,5.066135086344362,3.74194049974556,1.541591992249706,0.21677689221150653,Iris-setosa
+32,4.4000004466903215,2.936265924906947,1.3736295790722992,0.201885942450207,Iris-setosa
+33,6.788135489951195,3.195635922947014,5.820669932822905,2.2747943958004324,Iris-virginica
+34,6.454109620107945,3.0,5.43447595193064,1.7984710010073814,Iris-virginica
+35,5.517661185576003,2.61718762662988,4.401166642766046,1.1870816624231821,Iris-versicolor
+36,7.704467183593665,2.5744287213204773,6.899998947871669,2.270922886543051,Iris-virginica
+37,4.5854283794627735,3.61086271552401,1.0000003681804233,0.1997375418263252,Iris-setosa
+38,4.7643729945757745,3.0,1.3950204126006156,0.10000009870897832,Iris-setosa
+39,5.107278217624769,2.470079251296378,3.4613992116166705,1.1560938699150245,Iris-versicolor
+40,5.215774257314962,2.511547001597463,3.5215052568992196,1.1472413532923327,Iris-versicolor
+41,5.639778961944442,2.9011575506529383,3.691165650658194,1.3167651901078792,Iris-versicolor
+42,6.528821668674833,3.0,5.7717764595748955,2.182918149774449,Iris-virginica
+43,6.707498990184103,3.309280181761504,5.7134950147623895,2.5,Iris-virginica
+44,7.899998988714347,3.770752962871348,6.44056068249587,2.033909089957356,Iris-virginica
+45,6.187702032617128,3.3283611387612746,4.634507649304174,1.571055918194502,Iris-versicolor
+46,7.899998553370882,3.7974137729110335,6.505117814024377,1.978841910499851,Iris-virginica
+47,4.672916531456861,3.4153966712452704,1.4311287344034218,0.28744832390474284,Iris-setosa
+48,5.545440115336819,2.4262262517420456,3.79711393307326,1.0559077047867906,Iris-versicolor
+49,5.414646583716882,3.387476003067907,1.5716789075793622,0.4076592334598718,Iris-setosa
+50,7.563311174630559,2.8898092420799846,6.6170020262411064,1.949855284683538,Iris-virginica
+51,5.881904347155955,2.7628487940243294,5.164834892975792,1.8605493764093166,Iris-virginica
+52,4.810515736506973,3.4004406906288507,1.4982898880990696,0.19872787170304235,Iris-setosa
+53,7.692749027367953,2.623523492768942,6.899998792039637,2.2879055753944804,Iris-virginica
+54,5.620563926840188,2.556747447462074,3.8880564394200383,1.0473078951591155,Iris-versicolor
+55,6.507009270958273,3.1910059233163315,4.78019516994002,1.5608588670764996,Iris-versicolor
+56,6.067038207917877,2.8181855611948805,4.623574137970199,1.2634052435395575,Iris-versicolor
+57,5.965770787068437,3.418228913323671,4.522649941713197,1.5820293740139295,Iris-versicolor
+58,7.629884225581859,3.0,6.607746226513227,2.0757780285160115,Iris-virginica
+59,5.86209934371372,3.0,5.142673847504157,1.802591719266828,Iris-virginica
+60,6.8094933872158325,3.0,5.520517798194933,2.0964542132822865,Iris-virginica
+61,5.448959359024923,2.4120339468521044,3.641523832693855,1.0156612164266585,Iris-versicolor
+62,6.285125643778789,3.0,5.163474562559893,1.849692144614072,Iris-virginica
+63,6.122599691652242,2.841742210981162,5.540815383933494,1.7782966619311873,Iris-virginica
+64,6.493788918407795,3.182551371465386,5.089884215527782,2.0397051835770132,Iris-virginica
+65,6.24228364332272,2.2704937334453232,4.464718305348855,1.3352379734562771,Iris-versicolor
+66,5.12004920684551,3.486018614156274,1.3964954027638088,0.1990298166901271,Iris-setosa
+67,6.380260726643669,3.2461106050395214,4.733672385423288,1.534297578904714,Iris-versicolor
+68,6.585427915159684,3.107889359917762,5.218647612506196,1.9508529413119813,Iris-virginica
+69,7.0254722255959035,2.846997533753643,6.135728891162513,1.7278684507721311,Iris-virginica
+70,4.922749571797853,3.4422950738857634,1.4473004071387408,0.2108951503768541,Iris-setosa
+71,6.19810693500437,3.4154617112162797,5.624539837295109,2.402485600023025,Iris-virginica
+72,5.1433698910046255,3.776214864177782,1.7991475128752392,0.1976782716879119,Iris-setosa
+73,6.144824709858326,2.2075136419819708,4.4664281817962,1.5059346209125108,Iris-versicolor
+74,5.55932839966901,2.466009171343863,3.8742055363873766,1.0968371203121121,Iris-versicolor
+75,5.055725678599157,3.42222949136051,1.7307888177592916,0.20587847058388345,Iris-setosa
+76,6.997767554459656,3.1695980298944875,5.866873210016555,2.275172736852342,Iris-virginica
+77,5.4361155022502405,3.6740040216911423,1.5473699710667013,0.2140909226057868,Iris-setosa
+78,6.733636547046606,3.31549925734236,5.71048174907202,2.4999996042567805,Iris-virginica
+79,5.931877505775362,3.0,5.05087847159614,1.749098094631922,Iris-virginica
+80,4.907522104349003,2.430266893661925,3.1607886219401067,1.0073150314609374,Iris-versicolor
+81,6.756415117434636,2.8456271294259823,4.766828476983319,1.4242894022558137,Iris-versicolor
+82,7.9,3.8208877456161834,6.356503196038602,2.004693509079711,Iris-virginica
+83,5.176834627950611,3.372042898810321,1.3988131696639803,0.20135863973084936,Iris-setosa
+84,5.4417573994905615,3.9,1.2910570593487822,0.46384447328144507,Iris-setosa
+85,6.16234646824468,2.825994313240905,4.647606100194656,1.2052108029048223,Iris-versicolor
+86,5.003003096886072,2.0000006466725084,3.490189173961859,0.952769958833674,Iris-versicolor
+87,5.429096119149888,3.4049916702605207,1.640629991361355,0.39422045598883493,Iris-setosa
+88,6.707634738050989,3.295590511474094,5.728931581471044,2.1667359139027553,Iris-virginica
+89,4.632988814441203,3.5607584717178136,1.0000004292583655,0.20411789406313488,Iris-setosa
+90,6.678201940298982,3.0322782855147574,4.534942498537848,1.4430468528713472,Iris-versicolor
+91,4.632411709079783,3.2788782601494484,1.3975281059199502,0.2938551709886107,Iris-setosa
+92,5.37246341883964,3.9,1.300432247884608,0.3277450659371525,Iris-setosa
+93,5.638897594148282,2.965991366658326,4.1914042662208235,1.288655442121063,Iris-versicolor
+94,6.827043376928962,3.1934050175448325,5.8718058647071585,2.302806201697922,Iris-virginica
+95,5.991020233738879,3.412433655791294,4.541335308683211,1.6521076212808503,Iris-versicolor
+96,7.189819691720708,2.8331100528972932,6.203165852924783,1.7707380581593126,Iris-virginica
+97,4.992338272659093,2.0,3.4493149360189417,1.0221462239354944,Iris-versicolor
+98,5.649235249987931,2.48654301642473,3.9123934671966056,0.9694220906560069,Iris-versicolor
+99,4.819343054993293,3.4108883604878475,1.5477371233090382,0.2000656047967498,Iris-setosa
+100,5.817642970343652,2.665868424372932,5.067077837429798,1.8891133138565475,Iris-virginica
+101,5.58380149366209,2.5570532840266065,4.248107957305226,1.1333741077866468,Iris-versicolor
+102,6.284317955155471,2.274310972325685,4.390770221210669,1.256530713502733,Iris-versicolor
+103,5.386303859570616,3.3957994599666015,1.649587178449769,0.2453937786219504,Iris-setosa
+104,4.917648428546247,3.1011339978883603,1.4814614352998783,0.1,Iris-setosa
+105,6.703147484025068,3.0931999580905702,4.642890408124986,1.4898647841617758,Iris-versicolor
+106,6.013491281337028,2.809098933137018,4.65904050588067,1.138138401901045,Iris-versicolor
+107,5.940432423048226,2.9977004478887825,4.3528919601227685,1.4497991193304334,Iris-versicolor
+108,6.588617202615594,3.0,4.384703485649264,1.399993440218511,Iris-versicolor
+109,6.159215170647825,2.817794997837723,4.7051546131897215,1.2412084766932985,Iris-versicolor
+110,6.2913535089660035,2.90868645139804,5.608364410096355,1.8245749391810422,Iris-virginica
+111,5.611008085604814,2.8293052300165,4.469235180466934,1.3224400810336305,Iris-versicolor
+112,7.684334273828327,2.599056863649966,6.9,2.2972121615917684,Iris-virginica
+113,6.25145810229648,3.408473794930655,5.62536715043661,2.406261511786358,Iris-virginica
+114,4.4,2.87401660655716,1.4021197565885182,0.19425260057579877,Iris-setosa
+115,5.125376204139413,3.6814651361050545,1.746042517128029,0.4397840167317072,Iris-setosa
+116,5.3520840540757675,2.6248168298258188,4.204878247703246,1.3017080224810917,Iris-versicolor
+117,6.851188485111207,3.202772826961426,5.842223471018306,2.2905199541588357,Iris-virginica
+118,5.170908003361063,2.7036309500607794,3.8112378952445223,1.3951580478365626,Iris-versicolor
+119,6.450884305813463,3.0,4.351193760855614,1.4089326066230352,Iris-versicolor

iris/tab_ddpm/3_3/16/test.csv

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

iris/tab_ddpm/3_3/16/train.csv

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

iris/tab_ddpm/3_3/16/val.csv

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

iris/tab_ddpm/3_3/17/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.0039117585729445,2.0000006616264545,3.5397892810062697,1.0169654983667427,Iris-versicolor
+1,6.6161696270664025,3.0114176234996672,4.587897615243761,1.442047983646929,Iris-versicolor
+2,5.301824606370717,3.4343162538408243,1.4926412775179865,0.3743168009639961,Iris-setosa
+3,5.351159053774459,3.656988005427719,1.4952590810930337,0.20602100811472399,Iris-setosa
+4,6.862325862597407,3.206022202864602,5.7381131995314805,2.3095818356631663,Iris-virginica
+5,4.5939687366239905,3.6016573270381538,1.000000677739695,0.19971404555971817,Iris-setosa
+6,5.398278895533838,2.4469665995608896,3.4830271155573844,1.0461312808950074,Iris-versicolor
+7,6.212543946014919,2.9024366342560395,5.584071900588052,1.8163880335169482,Iris-virginica
+8,5.026538279940535,3.4015573870539466,1.641798541254017,0.3935989320637384,Iris-setosa
+9,7.112597844948808,2.874520872735532,6.159754053896096,1.7579575558397014,Iris-virginica
+10,6.706133491693812,3.3004446765319404,5.697107853138379,2.4999995374933093,Iris-virginica
+11,7.01010221334267,2.9582651818716017,5.955588951025269,1.9412502397730287,Iris-virginica
+12,6.553482255013826,3.1430086615724253,4.712423118002512,1.5037630944589158,Iris-versicolor
+13,6.192729958761654,3.0,5.23214061814628,1.773040221424192,Iris-virginica
+14,6.8053628911955,3.221201445824179,5.749196697590929,2.2884679188523394,Iris-virginica
+15,4.4,2.917976338002113,1.3900033182297298,0.20047440509545236,Iris-setosa
+16,6.185368405749865,2.507170604117684,5.096605283157997,1.8793276831164267,Iris-virginica
+17,6.467058533481198,3.0,5.792494823822786,2.221711432645754,Iris-virginica
+18,5.41119604773253,3.9,1.313736008425085,0.4574996673677255,Iris-setosa
+19,5.210058742879698,2.694500124401192,3.8369171490830096,1.3946571888897068,Iris-versicolor
+20,6.510477464777873,3.1964415431818587,5.044582040029613,2.0040293820101303,Iris-virginica
+21,6.716245515780443,3.321194250984637,5.705775837191646,2.5,Iris-virginica
+22,5.111933493680277,3.6957779348166717,1.4968998841170276,0.4453019923813224,Iris-setosa
+23,4.591282672828272,3.621158565645103,1.0000004136028156,0.20057890758103664,Iris-setosa
+24,5.690298570446477,3.7960901157736004,1.7026461999760163,0.32498035046901486,Iris-setosa
+25,7.692034044601929,2.626517544335247,6.9,2.2768251982760646,Iris-virginica
+26,5.012939632185236,3.5954494055105375,1.4122204457005334,0.20635216554438945,Iris-setosa
+27,5.175770107512215,3.472613291181711,1.4209215530565578,0.1998230171992274,Iris-setosa
+28,6.019975604654725,3.378797812845773,4.478650589447136,1.5337936011085578,Iris-versicolor
+29,5.67315648874909,2.7442318973463102,4.531895048990133,1.2906694635348193,Iris-versicolor
+30,5.401076892901136,3.4190259346075007,1.5760377483522712,0.37951435431239466,Iris-setosa
+31,5.938354990790491,2.7011230904756016,5.1464617212218275,1.5866614520973326,Iris-versicolor
+32,5.148596714340853,3.4784395906159857,1.4036763601741136,0.20274531560450823,Iris-setosa
+33,5.854521196544029,2.9988270679349447,4.031943397822446,1.4625366616719644,Iris-versicolor
+34,5.1218888001605585,3.409985313706173,1.4052112449957217,0.19902709991010198,Iris-setosa
+35,5.646777642261626,3.0,4.435644618596971,1.4066492598870113,Iris-versicolor
+36,5.425910648558985,3.7413117829698344,1.4968023403509552,0.21954315809158506,Iris-setosa
+37,6.699827809311923,3.1088372860443716,4.67472195504566,1.5080580735605675,Iris-versicolor
+38,6.159016373713276,3.0758622912537232,4.432304625674213,1.4808832370640386,Iris-versicolor
+39,6.015439139194003,2.756114875495031,5.028916201545523,1.5762483724301704,Iris-versicolor
+40,6.9096904914273845,3.1778346754845734,5.780447324552517,2.274052801172209,Iris-virginica
+41,5.006750769360125,3.382259074422181,1.695094404988821,0.36848723594049465,Iris-setosa
+42,7.7418469391815785,2.576562883326416,6.9,2.323499605239969,Iris-virginica
+43,5.235302735791745,3.736479396101024,1.4936193639615638,0.20398496734311294,Iris-setosa
+44,5.392461891034801,3.403458296874587,1.4967102798070384,0.3873498015058562,Iris-setosa
+45,7.618892250608942,2.9603185547407356,6.646110447538314,2.018091988504453,Iris-virginica
+46,4.4,3.2313768746704583,1.2649664392684261,0.19809202266535003,Iris-setosa
+47,5.810695849990195,2.7155616855758287,4.461794722811251,1.180722361965284,Iris-versicolor
+48,4.88176049258309,3.0522118185827862,1.4780639004868914,0.1,Iris-setosa
+49,4.595640939035581,3.5936710363960236,1.0000004110657206,0.20034431537152492,Iris-setosa
+50,6.656705827806025,3.098772505316738,4.6046152300945975,1.5003623936544361,Iris-versicolor
+51,5.9839484854269,2.1954084915921626,4.964197749595272,1.5053504564708111,Iris-virginica
+52,4.910905490234451,2.414810136960972,3.153641723773867,1.007613561623466,Iris-versicolor
+53,5.739548452072618,2.6154642045459613,3.858699758813726,0.8638130409473757,Iris-versicolor
+54,5.39282405096242,3.9,1.3225314905329042,0.37349643428514434,Iris-setosa
+55,5.622006254591038,2.4425586612681807,3.904360562600768,1.0960488136105904,Iris-versicolor
+56,4.400000730796456,3.190515314404981,1.2999716947402442,0.20944734668178358,Iris-setosa
+57,5.13258437332824,3.771500595277603,1.6183801488267504,0.1998551562336226,Iris-setosa
+58,5.64552190969805,3.0,4.21738925218583,1.3114384947661664,Iris-versicolor
+59,6.015726149081541,2.741022390646044,4.956766899734375,1.591841382143972,Iris-versicolor
+60,6.188722004011425,3.029107497909104,4.483889609299949,1.5183075159742145,Iris-versicolor
+61,5.91231119934952,2.8566398160256967,4.410026577462405,1.2387971845457426,Iris-versicolor
+62,5.371410565410247,2.73717843964202,3.53422425548609,1.254748315628141,Iris-versicolor
+63,6.633658562245904,3.016836333915998,4.550556890683421,1.4602993219997233,Iris-versicolor
+64,4.495613689572214,2.321600766288934,1.2871614642098907,0.35401130501681366,Iris-setosa
+65,5.4153826624350145,3.3986806260184816,1.5945964145990703,0.27326527316208166,Iris-setosa
+66,6.238934115355171,2.2564732541847516,4.3650256242030006,1.3209830325801188,Iris-versicolor
+67,4.597757726470075,3.6206748368184263,1.0000004350790257,0.19963524354489748,Iris-setosa
+68,6.879711564753798,3.2110037066832606,5.559146441467656,2.3010357278778333,Iris-virginica
+69,4.608096143425217,3.409843020949215,1.40414878846908,0.37338674011945205,Iris-setosa
+70,6.874608560783593,3.102972353584193,5.148953494006255,2.297292018755823,Iris-virginica
+71,5.370490378481588,3.7468898602773275,1.4999443802616457,0.2200476693198447,Iris-setosa
+72,6.681982216971173,3.263197279764536,5.724458597466936,2.1082687489025704,Iris-virginica
+73,5.804778163421518,3.1573385286326148,4.466665925788513,1.4915746842968647,Iris-versicolor
+74,5.005250526374665,2.0,3.5077549089840816,1.0061356635212977,Iris-versicolor
+75,5.017304508074606,2.0000005948466555,3.5206253290773826,0.8600253288311068,Iris-versicolor
+76,4.859815446845874,3.0,1.3999696863246285,0.2778420630518705,Iris-setosa
+77,4.905375620226752,3.0,1.4011056448253802,0.20080628335638157,Iris-setosa
+78,6.113415744345827,2.6273458910212937,5.602842850879956,1.4018776202741665,Iris-virginica
+79,5.623498389968398,2.909875239738831,3.7293261469657955,1.3094297326381596,Iris-versicolor
+80,7.320473560146189,2.9070877831443735,6.274790424141755,1.7899714879916795,Iris-virginica
+81,5.338260882111014,2.8878389871762558,4.252240099223794,1.4458863399917066,Iris-versicolor
+82,5.932072447860515,2.1793292133836095,4.959044881111154,1.4856316465874218,Iris-virginica
+83,5.869902853182141,3.0,4.218314708570526,1.4925300932247816,Iris-versicolor
+84,5.387986427507712,3.3916422463805587,1.549814096458179,0.19723788596463795,Iris-setosa
+85,6.045766868457754,2.569053954103174,5.614301651740611,1.4249896892972602,Iris-virginica
+86,5.623192270021708,2.9256539348134307,3.885819704559236,1.3702002662789474,Iris-versicolor
+87,5.965086345257353,2.755064388241284,5.03271157326975,1.5934212777601504,Iris-versicolor
+88,7.237978352605115,2.9387045981653808,6.253130530166625,1.9318161249472716,Iris-virginica
+89,7.719807758759792,2.800335100017186,6.712723628509,1.9954000828606404,Iris-virginica
+90,4.680975424359176,3.416152355921143,1.4397399790080947,0.2527051853454709,Iris-setosa
+91,4.8415305260267685,3.4001369531849046,1.5119198898941817,0.20228475302789528,Iris-setosa
+92,5.664606919819589,2.855702542497515,3.8998490351309436,1.267194188802865,Iris-versicolor
+93,6.803308915903393,3.029751715949462,5.142022647583246,2.2539892879463497,Iris-virginica
+94,5.3749398796845576,3.4034804564016823,1.5056876223404012,0.2638407710406624,Iris-setosa
+95,5.090131165117081,3.7488207599514567,1.4639584396559517,0.20155610956479875,Iris-setosa
+96,6.5075173458452795,2.994154982411348,5.54127605245974,1.810577683021788,Iris-virginica
+97,6.082898078548232,2.7863976714916046,4.302535555332132,1.1216396095586283,Iris-versicolor
+98,5.402311499917648,2.468264105668795,3.7558196803274084,1.085477369646402,Iris-versicolor
+99,6.307454059870157,2.487367767786658,5.04003389891401,1.9085356828641318,Iris-virginica
+100,5.908487522140428,3.0,5.1774209060237295,1.8143934064852385,Iris-virginica
+101,6.137466423333334,2.6042475809739627,5.611841746706144,1.3990894424203768,Iris-virginica
+102,5.399515520870107,3.8999992614913825,1.3019731293674026,0.4216960025658054,Iris-setosa
+103,7.726114787685174,2.7826760811960387,6.717469823462309,2.0106057259366352,Iris-virginica
+104,6.9364096171029574,3.0879700881958416,5.204094342635673,2.2933548518253217,Iris-virginica
+105,6.688754913148969,3.306465574336251,5.666470589940964,2.499999447809624,Iris-virginica
+106,5.6530179031826435,3.0,4.4989172224269804,1.5083063991476129,Iris-versicolor
+107,7.899998867941886,3.800710933060133,6.407192185431422,2.0250451869247863,Iris-virginica
+108,5.710578054877407,2.944280157051955,4.463882257571716,1.342725548385603,Iris-versicolor
+109,4.908530558561012,2.3685131282915792,3.2939826269928068,1.0265421864803106,Iris-versicolor
+110,5.9776596713626455,2.174126247052997,4.988382720573422,1.4950948715990595,Iris-virginica
+111,4.575461875165911,3.610541169412257,1.000000419066537,0.19736908566282704,Iris-setosa
+112,6.8015800914244124,3.201323268774762,5.75743526175322,2.299102990883726,Iris-virginica
+113,5.611163368420298,3.0,4.476623167536144,1.4981513703311136,Iris-versicolor
+114,6.279071108270607,3.256559338081924,4.730326170317761,1.561570687937072,Iris-versicolor
+115,5.115399504999649,3.551016017803708,1.4455374374006258,0.3580122855703125,Iris-setosa
+116,5.878615826615643,2.9865313782052167,5.110058830194526,1.7851003243946202,Iris-virginica
+117,5.8861891389311936,2.9431007417522976,4.449862475609421,1.3352180743591433,Iris-versicolor
+118,6.828600136415459,3.2037062670171683,5.819283207213905,2.306859972450561,Iris-virginica
+119,5.888242545813389,2.9369654745907634,4.46733911810896,1.3137009899385788,Iris-versicolor

iris/tab_ddpm/3_3/17/test.csv

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

iris/tab_ddpm/3_3/17/train.csv

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

iris/tab_ddpm/3_3/17/val.csv

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

iris/tab_ddpm/3_3/18/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.7374458259913075,2.5786043806645766,6.9,2.3076719920369313,Iris-virginica
+1,4.817030993098529,3.3923849893451514,1.5174165744256314,0.19805023001726596,Iris-setosa
+2,5.21951941500765,2.6947176507015307,3.9551619465296612,1.3821202743075622,Iris-versicolor
+3,6.728353986620442,3.0815027098521637,4.649353427603822,1.4681355025066252,Iris-versicolor
+4,4.99849079159507,2.4680394624736084,3.1384402216010323,1.0655382775858915,Iris-versicolor
+5,5.191853162351345,3.3830258163119384,1.3830068460225975,0.2019689413461647,Iris-setosa
+6,5.674839150379309,3.801553157076746,1.6637945618408099,0.2970869696493788,Iris-setosa
+7,4.594842639236043,3.591123493605243,1.0000005327813077,0.20099123214707973,Iris-setosa
+8,4.604239181053644,3.6107163763401884,1.0000004502910702,0.19865789250611712,Iris-setosa
+9,6.650345603220406,3.2525793734114465,5.559295822185449,2.0583227322589024,Iris-virginica
+10,7.772066852205529,2.5928388818488384,6.9,2.308595596430985,Iris-virginica
+11,5.3229331525188,3.6795807612354086,1.4996224486835312,0.20529852057613415,Iris-setosa
+12,7.89998809575735,3.7462327094158496,6.310642363389172,2.0078861463577815,Iris-virginica
+13,5.584579642524641,3.0,4.017806594127548,1.3072233576527927,Iris-versicolor
+14,6.245872752384066,2.258311026514244,4.374413244134529,1.3198096548379286,Iris-versicolor
+15,6.523666252113044,3.0,5.83636889176565,2.253424150936527,Iris-virginica
+16,7.712259299907012,2.813870547469796,6.717889254398378,1.9796300496199863,Iris-virginica
+17,6.233794814665827,2.5046430107500997,4.774728463250469,1.4933404975405788,Iris-versicolor
+18,6.806419945127328,3.200541582626763,5.759065872403493,2.283887273980712,Iris-virginica
+19,7.752245435537697,2.556255456136582,6.9,2.336573208728367,Iris-virginica
+20,7.716014423830441,2.5875314208074336,6.899998846658938,2.29375687384384,Iris-virginica
+21,7.714651264917601,2.612544571270872,6.899998925765953,2.2857338993705434,Iris-virginica
+22,6.7139938186110095,3.289127894617422,5.679448978444917,2.4999993940397074,Iris-virginica
+23,5.723775329659387,3.7998911699203,1.699384052176835,0.29977879576158367,Iris-setosa
+24,5.525132902511247,2.444694675754,3.704967593057458,1.0160877725892092,Iris-versicolor
+25,6.530072021723011,2.972949577720967,4.325114801101015,1.341655941240896,Iris-versicolor
+26,5.369189516052592,3.3929432169251563,1.4906783634133536,0.37455780793820587,Iris-setosa
+27,4.886156666586269,3.4245717722336058,1.5289075720960368,0.20203198643523368,Iris-setosa
+28,6.563132694238825,3.0,5.7954098897611575,2.225635253211565,Iris-virginica
+29,7.9,3.822648017361448,6.4658233292687175,2.0212153376902724,Iris-virginica
+30,6.984067297914217,3.116168334802199,5.1246070932754275,2.29358498057136,Iris-virginica
+31,6.672841730108798,3.3129739844505854,5.72137006845771,2.5,Iris-virginica
+32,5.971010379797607,3.237781962578901,4.513327750121728,1.5508050026521858,Iris-versicolor
+33,6.312189266915781,2.4775164096323716,4.886460732033926,1.5095995028372295,Iris-versicolor
+34,5.836072108328556,3.0,4.190812623449757,1.472851583531623,Iris-versicolor
+35,5.480146053777203,2.5850423376130496,4.396554018894658,1.1763763281310868,Iris-versicolor
+36,6.6517352592215016,3.256416534676594,5.4802672540167805,2.119597635672751,Iris-virginica
+37,5.0339448392180906,2.000000458722018,3.5270465615693523,1.0045571592424634,Iris-versicolor
+38,4.8059250744821504,3.395490278021464,1.651344966093806,0.20453724108281396,Iris-setosa
+39,5.185197388133653,2.686217808223981,3.8695357229174228,1.3892092422831415,Iris-versicolor
+40,4.838485419001031,3.3940549323033227,1.7897977752191454,0.20418122172685266,Iris-setosa
+41,6.483825691426997,3.0,5.5294722953328765,1.8314840646400505,Iris-virginica
+42,6.3482772323162955,3.3704360412852585,5.606832089949911,2.388097169409384,Iris-virginica
+43,5.1022277979571555,3.529799196508358,1.4022427117351413,0.19653793514987605,Iris-setosa
+44,6.7160043213795255,3.1239747004352756,5.650435838858382,2.075061288617562,Iris-virginica
+45,5.13582098753029,3.7457337131093147,1.499579295115827,0.2908145638861515,Iris-setosa
+46,5.790707538662499,2.726823153815936,4.231239497779693,1.009164077933638,Iris-versicolor
+47,4.83214600902918,3.0,1.4012628543953138,0.23818298979772481,Iris-setosa
+48,4.8029076559165205,3.39347192257549,1.7179940947275423,0.20002868507680543,Iris-setosa
+49,6.62889013801644,3.0746953703033064,4.659082050400449,1.4914547836760814,Iris-versicolor
+50,5.688451015352201,2.4654808385937437,3.9907983743895934,1.0749922301624497,Iris-versicolor
+51,4.911648414793867,3.0,1.4076944974284005,0.20012379571661093,Iris-setosa
+52,5.191365441350432,3.722340020480279,1.8106288406516158,0.3769206613347047,Iris-setosa
+53,4.611137905860219,3.5985144351551837,1.0,0.20637617330474128,Iris-setosa
+54,4.958893526977112,2.0,3.4494435458960266,1.0175886307318598,Iris-versicolor
+55,5.5602498016833595,2.9066522951185,3.587715951486739,1.3024560494759851,Iris-versicolor
+56,6.8252265143669035,2.800384056402576,4.774933034592132,1.4006146284136654,Iris-versicolor
+57,5.638021756269563,2.9020565768691142,3.7121696352365823,1.307845949075324,Iris-versicolor
+58,4.597856235055452,3.63287650682902,1.0,0.1974187545841775,Iris-setosa
+59,5.004737768453508,3.6758582801674446,1.4191663337478015,0.19887493436080472,Iris-setosa
+60,6.8284263519746515,2.8038589427776497,4.822705487051439,1.3964907593884814,Iris-versicolor
+61,5.969174034338764,2.923374589903116,4.5544990440721325,1.3490312220710512,Iris-versicolor
+62,5.236912627812882,3.420421445545027,1.4050795247999635,0.19953197529110261,Iris-setosa
+63,7.714151870547938,2.605693881292029,6.89999898393706,2.3012044616439535,Iris-virginica
+64,6.303498852341198,2.279173307396905,4.41224864696717,1.3079097625000704,Iris-versicolor
+65,4.797550058439597,3.0,1.401974739859724,0.10000010305178982,Iris-setosa
+66,4.4,2.9034526492485857,1.3895054024836426,0.20219655049239627,Iris-setosa
+67,6.582669384674071,3.0,4.403228967751629,1.4018125580651015,Iris-versicolor
+68,6.812897490148819,3.1629146562947237,5.796217270942628,2.2975107277924622,Iris-virginica
+69,5.107977331782045,3.7080813755576996,1.4953730092635145,0.4052808915452956,Iris-setosa
+70,6.362099142102171,2.9136930499924216,5.604848610684976,1.8041267703957136,Iris-virginica
+71,6.691177376555617,3.0399935339515265,4.663416957457248,1.4913575544127793,Iris-versicolor
+72,6.667297165958858,3.290608556526105,5.723049341428228,2.4999994694041456,Iris-virginica
+73,6.467666631089061,2.9264055856080824,4.348637413858268,1.3228755413083846,Iris-versicolor
+74,6.013249690873308,2.518087189278767,5.14195391705641,1.6478010099293603,Iris-virginica
+75,7.630971788615755,2.828010456649466,6.676069843207824,1.9630553021220452,Iris-virginica
+76,6.879415415439605,3.200967292541976,5.735852368336323,2.2913180749890096,Iris-virginica
+77,7.690564398598159,2.8065549284908604,6.689808617391614,2.0091616509938306,Iris-virginica
+78,5.107081382190554,3.4821868281109105,1.3850329120072153,0.2940179092642068,Iris-setosa
+79,5.8778054757412415,3.0,5.096287572090292,1.7715106290384572,Iris-virginica
+80,6.319461258581062,2.3348017576985716,4.459671798865541,1.2800645904941665,Iris-versicolor
+81,4.400000681809099,3.187313454496252,1.2618218512510861,0.19809816203994415,Iris-setosa
+82,5.922337043434171,3.0,5.096009448806229,1.821364018161825,Iris-virginica
+83,7.686869786403201,2.7989950066772455,6.735986550482856,2.001865245710454,Iris-virginica
+84,5.488927935709396,2.612602379872997,4.433929779391901,1.220993078046956,Iris-versicolor
+85,5.369615818799829,2.545379021412891,4.267806127936196,1.1476047308787694,Iris-versicolor
+86,4.618733198088961,3.637756827895352,1.0,0.1928458183193991,Iris-setosa
+87,7.899998045410507,3.7887581395605574,6.393220871557835,2.026900149927017,Iris-virginica
+88,6.731503908079542,3.2735932981267797,5.739531012769626,2.09473605669221,Iris-virginica
+89,4.854908515274183,3.0592662325849167,1.4813275058487432,0.10000010155704735,Iris-setosa
+90,5.503114380573014,2.5982666026917616,4.374087574752816,1.211705436335978,Iris-versicolor
+91,5.901417685998449,2.74252679484496,4.274071222123716,1.1300094383703985,Iris-versicolor
+92,5.030928931722227,3.560465934054787,1.4039494616955384,0.19728268050236664,Iris-setosa
+93,4.400000592740552,3.1264640766601546,1.2946553074359066,0.19460223289623296,Iris-setosa
+94,5.869329630597855,3.0,4.2076446966411245,1.4860740059787227,Iris-versicolor
+95,5.056817428912319,2.48457299656072,3.1062042324966006,1.0618778698377036,Iris-versicolor
+96,5.823203119956904,2.7177255776928964,4.141617329586186,0.9957392031279735,Iris-versicolor
+97,4.825869016145896,3.0,1.3978795655303162,0.10000010320656644,Iris-setosa
+98,5.635042779275261,2.971751491882877,3.962965417272403,1.289631670650848,Iris-versicolor
+99,4.48602139472603,2.259085401577933,1.2826566373038588,0.288065322398092,Iris-setosa
+100,4.887188002996055,3.11138774449408,1.4764630572378699,0.10000010632573003,Iris-setosa
+101,4.9905726724256745,2.0,3.1304319426847163,0.9667196303970196,Iris-versicolor
+102,5.92559658708167,2.880298276622815,5.2312635988774465,1.8478699563636245,Iris-virginica
+103,6.363745427186474,2.9863601572609135,5.683078617584895,2.0081091198168957,Iris-virginica
+104,6.473774611931826,3.0,5.78835501359013,2.1982335426417405,Iris-virginica
+105,5.693553631143011,2.7056524114967813,4.4066075557428,1.1377663766268193,Iris-versicolor
+106,5.638843780844876,2.876774667665475,3.957137101165775,1.2595563451920189,Iris-versicolor
+107,6.18730981585732,2.925241642579572,5.556142747989035,1.8578324837410496,Iris-virginica
+108,5.20973510489957,3.7231878239178866,1.6245974096817626,0.39824142473975754,Iris-setosa
+109,6.936726437054037,3.192708565096088,5.746928891442788,2.314185387539573,Iris-virginica
+110,4.4,2.9147225025935652,1.380719699059583,0.19969754200141326,Iris-setosa
+111,6.062050585905473,2.5304518459870726,5.5349108871977295,1.4184293617522423,Iris-virginica
+112,4.828581357743367,3.0,1.4069809732655651,0.1,Iris-setosa
+113,5.876683199997882,3.0,5.06183028513903,1.810425541301755,Iris-virginica
+114,7.137198342546441,2.8564720385350704,6.128706075190392,1.7493609542299708,Iris-virginica
+115,6.329958088012001,2.925596954661394,5.608209433308451,1.833825990619401,Iris-virginica
+116,5.8637137349530715,2.6932655682386235,4.268176274276835,1.0617590000736175,Iris-versicolor
+117,4.4,3.145138376993307,1.315890032776195,0.20385174347754845,Iris-setosa
+118,7.700920919919739,2.5794387039709537,6.9,2.3137366456022534,Iris-virginica
+119,5.064885495423018,3.502541530576856,1.3893006759919087,0.19689134251884421,Iris-setosa

iris/tab_ddpm/3_3/18/test.csv

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

iris/tab_ddpm/3_3/18/train.csv

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

iris/tab_ddpm/3_3/18/val.csv

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

iris/tab_ddpm/3_3/19/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.157047905470075,2.6086152035382355,5.602544196958831,1.4022815695218054,Iris-virginica
+1,5.103428825712341,3.505551742086284,1.3776876201806498,0.3175392565856497,Iris-setosa
+2,6.7748904062115844,2.5162241905548144,5.963698625854575,1.8056772232009504,Iris-virginica
+3,6.0338704527601585,3.0,5.247233393556345,1.8014768807703085,Iris-virginica
+4,6.2549127258684685,3.4128746356134374,5.5879387579441575,2.400118841596672,Iris-virginica
+5,6.752545955987341,3.0,5.544678367905645,2.0591328055585447,Iris-virginica
+6,5.107506964056693,3.4313166898036123,1.4516928905261008,0.2772746715879302,Iris-setosa
+7,6.500374115305281,3.0,5.500955533175926,1.815012568496814,Iris-virginica
+8,6.789556715875797,2.8070179088353333,4.868841181639428,1.4088164604259592,Iris-versicolor
+9,6.347201555302788,2.904281242598275,5.6698396888567935,1.9007866425814826,Iris-virginica
+10,4.900119231110845,3.0860610043284296,1.594879298928387,0.10000010034271371,Iris-setosa
+11,5.612016574790932,2.964031778344031,3.6861260241419167,1.3055478604428197,Iris-versicolor
+12,5.584862698539821,2.540000807053757,4.209279342043928,1.1748819143067768,Iris-versicolor
+13,6.041146171992248,2.679127802073462,5.111275819115004,1.568848161436691,Iris-versicolor
+14,7.722028600600774,2.5997306218634386,6.9,2.319020947697284,Iris-virginica
+15,5.07330559819732,3.5125102458483055,1.3922790551863669,0.20283988555756635,Iris-setosa
+16,5.97753553988944,2.943064891806584,4.569617242033261,1.3494145554933918,Iris-versicolor
+17,5.7262202143403025,2.6986559063386975,5.0778691582848,1.904840562416552,Iris-virginica
+18,6.464177040737034,2.925695574150843,4.3508257203918825,1.3229865081388086,Iris-versicolor
+19,6.239919609309428,2.9528372720276295,5.504153674384775,1.8082934221450122,Iris-virginica
+20,6.216556158822521,2.8817819930652715,5.59245535025934,1.778958254733681,Iris-virginica
+21,6.092817656369552,2.5951548248234952,5.621214383449814,1.4166615583160922,Iris-virginica
+22,5.413994679781886,3.8999995210589207,1.3246821160827025,0.4008083166666146,Iris-setosa
+23,4.924549169444044,3.0,1.4015043270784187,0.1965577444254405,Iris-setosa
+24,7.899998675055686,3.799655225529905,6.431482508567052,1.9681242703967978,Iris-virginica
+25,7.244014578085252,2.9186756534318015,6.188597098658501,1.8139914457424373,Iris-virginica
+26,6.693738450870664,3.3141612355902956,5.682664931285849,2.499999634780291,Iris-virginica
+27,5.7122140257438,2.6863141524330243,4.307916895088253,1.1159432993506537,Iris-versicolor
+28,5.816056237383056,2.6675475983220167,3.9677694626701987,1.0175392833130226,Iris-versicolor
+29,6.70268499487736,3.3280567721357155,5.708013021054231,2.5,Iris-virginica
+30,6.650481772651635,3.2990109541956394,5.669585140856339,2.189887469033938,Iris-virginica
+31,7.659866285593357,2.6085748796756003,6.899998782854582,2.28224490350006,Iris-virginica
+32,6.04504087377863,2.2390266360566207,4.991841438292278,1.5143760756355045,Iris-virginica
+33,4.60958063445369,3.604763590756624,1.0,0.1995352071705444,Iris-setosa
+34,6.967671710222648,3.1447535377098266,5.43503408964047,2.3001130100512475,Iris-virginica
+35,5.072853032307955,2.5016208526803623,2.8202453146672775,1.083373722090089,Iris-versicolor
+36,6.81086502415474,3.0,5.39282874745039,2.209912166544125,Iris-virginica
+37,5.042768600414981,3.5517458357480125,1.400877764583783,0.20136042722602884,Iris-setosa
+38,6.4943555445855505,3.0,5.525149924251256,1.8174871509816706,Iris-virginica
+39,5.4175450477242535,3.8999996150885874,1.2949738870457743,0.3865629606467398,Iris-setosa
+40,5.972483654088464,2.6668853514201505,5.135357059392439,1.5996807802109712,Iris-versicolor
+41,6.293736966830886,3.3871556101515568,5.6329986867965,2.3972292975281273,Iris-virginica
+42,5.116613508334813,3.4930822928262986,1.402968823489293,0.29634334358661835,Iris-setosa
+43,5.773848072781624,3.0,4.399021435046395,1.5114892342690673,Iris-versicolor
+44,5.946006357231065,3.054766368016798,4.376053661352069,1.5162405911610326,Iris-versicolor
+45,5.4076829124788555,3.407090234881444,1.7692585360817643,0.19934772573574316,Iris-setosa
+46,5.0872421979313005,3.402682823024308,1.7202505320968846,0.3464739267688549,Iris-setosa
+47,5.214398721436931,3.411373764136066,1.3987682367935501,0.19755858013719813,Iris-setosa
+48,4.617616568298635,3.398849300140652,1.405385943743041,0.32888585982291896,Iris-setosa
+49,5.885297191554334,2.7138374213539582,4.106027863469668,1.0012253908664284,Iris-versicolor
+50,7.705300066494503,2.607056180969003,6.899998449456339,2.344747250514156,Iris-virginica
+51,6.739595265929603,3.2620125458865536,5.6840650085359465,2.4999994060917667,Iris-virginica
+52,5.420572187306538,3.3797998996224217,1.7051966941889416,0.4591755682158616,Iris-setosa
+53,5.8110506228950785,2.935705790969412,4.457432520859588,1.3395655779426892,Iris-versicolor
+54,6.804828972850515,2.772082858094978,4.842459558283056,1.3981154686746289,Iris-versicolor
+55,6.673328932570867,2.5020011245917524,5.778583954294399,1.774621819477622,Iris-virginica
+56,4.4960473521112005,2.318730909293533,1.2845984714278806,0.2984567820716193,Iris-setosa
+57,5.972495397170386,2.8609855740766554,4.604293207520341,1.4229622846392966,Iris-versicolor
+58,5.532175337733961,2.6088662591325664,4.415634947465718,1.232505207687972,Iris-versicolor
+59,4.813362788520579,3.3765167600595554,1.7329511507974065,0.1991949355414845,Iris-setosa
+60,6.345416737788608,2.8545359988201096,4.301887892817686,1.2525945782177954,Iris-versicolor
+61,7.9,3.824037678708279,6.474181032861392,2.0324829522524306,Iris-virginica
+62,6.301017516673529,3.3145370752906076,4.726498107577903,1.6124450102311625,Iris-versicolor
+63,5.078623642011477,3.49669613959654,1.387980869006818,0.20062897396079324,Iris-setosa
+64,7.313526179342779,3.0,6.231285140728334,2.0894190675264244,Iris-virginica
+65,7.9,3.771955015615108,6.396370470779456,2.007187224305632,Iris-virginica
+66,4.943126164768694,2.4056340438190897,3.146980855183069,0.9975835040501493,Iris-versicolor
+67,5.106492732262708,3.463299383862817,1.4014648058664532,0.20007257514836746,Iris-setosa
+68,6.206337411437187,3.0985689894463704,4.6163926896664895,1.522556152212318,Iris-versicolor
+69,5.776432986741649,2.8765616993725898,4.526582753154227,1.32490355676944,Iris-versicolor
+70,6.918769037187442,3.09247542278423,5.119224072936892,2.2804856255586428,Iris-virginica
+71,6.303732312494399,2.4204256051640947,5.015131501528521,1.8763253610539046,Iris-virginica
+72,6.000833059878638,3.3927241751300756,4.524202487242434,1.5865733830364634,Iris-versicolor
+73,7.685437454343073,3.0,6.673200802570613,2.0817605709079414,Iris-virginica
+74,7.7089026879989015,2.8034110789363735,6.672253956905453,1.984199216547033,Iris-virginica
+75,4.875980959990759,2.3966397266293673,3.140502970557892,0.9707229428461106,Iris-versicolor
+76,5.626986389219563,3.0,4.131307335803102,1.30812451744435,Iris-versicolor
+77,7.21650752249041,2.8761077856879327,6.178632195872749,1.7672106243037204,Iris-virginica
+78,5.577352427564152,3.0,4.0637091504638665,1.3068864888014098,Iris-versicolor
+79,5.655385032059216,2.8910360951553327,3.9742336583009847,1.2769642920783286,Iris-versicolor
+80,7.70601681986887,2.5911868539902114,6.899998748720792,2.2989456299199316,Iris-virginica
+81,6.152256730050204,3.0483377027398206,4.637009418622426,1.4586439295501834,Iris-versicolor
+82,4.873438566288861,3.0230883232184347,1.460669192864472,0.10000011767595225,Iris-setosa
+83,4.93962647195019,2.0,3.242081317576945,0.9457179352461624,Iris-versicolor
+84,5.791140884398459,2.9037411866275815,4.429092670492564,1.309628155197723,Iris-versicolor
+85,4.617995843178972,3.5986651835420704,1.0000004227400854,0.20016025400164728,Iris-setosa
+86,5.324982305622542,3.682803198713173,1.558505713889285,0.20013277158834425,Iris-setosa
+87,5.2632311006268155,2.767269319233337,4.086374236840214,1.4163921265098542,Iris-versicolor
+88,5.800572217777819,3.0,4.385695608393368,1.514304846581724,Iris-versicolor
+89,5.59057247245044,2.4538915802575603,3.8307498588956452,1.0578854784837077,Iris-versicolor
+90,6.718596711618652,3.3136031661129266,5.710385143988084,2.5,Iris-virginica
+91,4.89838350341138,3.1430078605410148,1.5127395410631828,0.10000012605155487,Iris-setosa
+92,5.761174939943747,3.0,4.420490132037897,1.4775052973627638,Iris-versicolor
+93,5.659935481849312,2.614086795396925,4.301032204500827,1.152343368045427,Iris-versicolor
+94,6.964940063897356,3.2144529704827645,5.666147613270877,2.306851901918887,Iris-virginica
+95,6.689949877784166,3.110556908904145,4.647208551183076,1.492079968063087,Iris-versicolor
+96,5.768975196595669,2.7460889523332033,5.157494951052478,1.891645625222787,Iris-virginica
+97,4.4,2.87692095822147,1.3970009011097544,0.20188783842428928,Iris-setosa
+98,5.53338977916888,2.459152732418495,3.73068301348588,1.0603811609994263,Iris-versicolor
+99,4.400000476271469,3.1115937708981463,1.323161671347617,0.20179835099931456,Iris-setosa
+100,5.070626433069826,3.536000479519542,1.396708879610328,0.20085564377616238,Iris-setosa
+101,6.0167823134830645,2.6736508319567873,5.138503768690848,1.6164393671994048,Iris-versicolor
+102,5.14640563787325,3.791141433045281,1.7104696893324076,0.2011542479533861,Iris-setosa
+103,6.081672107125524,2.606123115373737,5.587019982624307,1.3848985224118566,Iris-virginica
+104,5.482644201311028,3.9,1.3038096124172247,0.47416881914175435,Iris-setosa
+105,4.986173198476429,2.000000542910246,3.0844991540227533,1.017585655168503,Iris-versicolor
+106,5.0805530677468065,3.507722533860729,1.4034476890309187,0.31533401366350133,Iris-setosa
+107,7.590673608183037,3.0,6.595145582102418,2.094834475834992,Iris-virginica
+108,7.359418362058191,2.88634813883422,6.397822013580813,1.819459801283089,Iris-virginica
+109,4.9635925600112,2.0,3.230833586625086,0.9066726251351198,Iris-versicolor
+110,4.400000807165399,3.221861639122569,1.2785895870369435,0.20426378102854484,Iris-setosa
+111,5.338296825828132,3.407893769414938,1.5054266206019524,0.20086786247598268,Iris-setosa
+112,7.710815697967867,2.6016310832716267,6.9,2.3055423525044434,Iris-virginica
+113,4.999257872510933,2.0,3.177443354495482,0.9564957708733817,Iris-versicolor
+114,5.00478575084567,3.6075457942177627,1.3962260294485462,0.2015481862100234,Iris-setosa
+115,7.9,3.7946489131889862,6.4172069961393685,2.0010113930451197,Iris-virginica
+116,5.93093173408537,2.886046675946842,4.5755625971677425,1.4963682435096561,Iris-versicolor
+117,7.291307815116027,2.891624484763333,6.3015755237973385,1.795315730473612,Iris-virginica
+118,4.611046872821597,3.348468765978059,1.4016034539582083,0.296712210111688,Iris-setosa
+119,4.498151313709631,2.3014029067681143,1.2930088556159678,0.2945261382867903,Iris-setosa

iris/tab_ddpm/3_3/19/test.csv

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

iris/tab_ddpm/3_3/19/train.csv

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

iris/tab_ddpm/3_3/19/val.csv

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

iris/tab_ddpm/3_3/2/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.05704910655819,2.4769438537269552,5.3243510391672775,1.4698698221519728,Iris-virginica
+1,4.593867503265439,3.6374529230771095,1.0000003929385064,0.20252414085468082,Iris-setosa
+2,6.5245064635539975,3.0,5.503164094225739,1.8083281137460332,Iris-virginica
+3,6.855824184776019,2.787628648861416,4.776141731845176,1.3918060945963766,Iris-versicolor
+4,6.297427422228572,3.390133602402131,5.635122017039419,2.3901820541743204,Iris-virginica
+5,5.031286521325298,2.0000008605534245,3.5324475536370716,1.0129014224293325,Iris-versicolor
+6,4.895977037190683,3.0,1.3992884521840145,0.19803020847070352,Iris-setosa
+7,4.829830574350378,3.374800752537838,1.4953132207047222,0.1996485516279045,Iris-setosa
+8,7.70504962386656,2.5858082949297887,6.899998881848669,2.286463967415519,Iris-virginica
+9,5.776252951249321,2.8864095646040364,4.554324976791402,1.3360752152859297,Iris-versicolor
+10,5.4729606446530275,3.899999382465238,1.3265067148032554,0.45819010893080625,Iris-setosa
+11,6.520606517724468,3.0,5.514364251162819,1.7941663989060421,Iris-virginica
+12,5.730192051989212,2.9705117561997954,3.8227323649490805,1.361019357199594,Iris-versicolor
+13,7.7159809020047865,2.5927784239113008,6.899998881788257,2.2950804145400268,Iris-virginica
+14,5.781094618450693,2.682628236647331,5.098801739837484,1.9115701362396902,Iris-virginica
+15,5.730580840856411,2.853361362949898,4.257095734652583,1.2874807003573234,Iris-versicolor
+16,6.0623743637348815,2.5675997604785876,5.601551755160378,1.3988784824716662,Iris-virginica
+17,4.903495378876205,3.058202143446281,1.4744711511985775,0.10000009690862077,Iris-setosa
+18,7.727969710604174,2.6088809915838587,6.9,2.304159887388195,Iris-virginica
+19,5.082344610295329,3.633114955247119,1.4947663767349528,0.4362208759679944,Iris-setosa
+20,7.740170928023959,2.5986037857332773,6.9,2.3007937908081337,Iris-virginica
+21,6.227877678317188,2.8451293840781133,5.578147292681004,1.7590435926338759,Iris-virginica
+22,6.010715387477648,2.18977694991198,4.9867457004959395,1.5191668169354733,Iris-virginica
+23,6.290683255835286,3.3827074071820857,5.593171438019506,2.406932486862204,Iris-virginica
+24,5.508386759853564,2.597796130130834,4.2504174229437535,1.1657083060632456,Iris-versicolor
+25,5.120250558753238,3.7732052883130494,1.7237655691915406,0.2932663057621067,Iris-setosa
+26,7.70061596363371,2.816170711543343,6.68420429284141,2.0232812172175167,Iris-virginica
+27,5.3995365952736645,3.402406000494648,1.9198757220303313,0.2019208903617513,Iris-setosa
+28,5.129617058145936,3.726988893590339,1.5432225057388955,0.20862345159203666,Iris-setosa
+29,5.634096536567323,3.0,4.1703783633885125,1.318830059668335,Iris-versicolor
+30,4.400000472014205,3.203167931898576,1.2899778791470957,0.18806449278036427,Iris-setosa
+31,4.587569538669229,3.39691284992542,1.3790747971722785,0.31535310888012824,Iris-setosa
+32,5.552819339913489,2.3956039258622988,3.813310351229493,0.998951368523114,Iris-versicolor
+33,4.915512965893907,2.439623223300969,3.3296604633585285,1.043822742231908,Iris-versicolor
+34,7.707210476003278,2.5803313642040955,6.9,2.2929932709252823,Iris-virginica
+35,5.076546864703038,2.000003345598794,3.5881043177364775,1.0606727235704474,Iris-versicolor
+36,4.923737001749319,2.4111693038068376,3.31839186951527,1.0166019768936914,Iris-versicolor
+37,7.9,3.8033610487077283,6.401254146811613,2.0209872966256803,Iris-virginica
+38,6.667395933376836,3.0620188337332586,4.577852879960016,1.4541562840468454,Iris-versicolor
+39,5.3862710580190996,3.4041943864810706,1.4971738322942785,0.36794120002580677,Iris-setosa
+40,5.646649520158235,2.9261977408343576,4.025820007143647,1.3262196025828128,Iris-versicolor
+41,5.3866350215056995,3.9,1.3089995053823427,0.3713701758334362,Iris-setosa
+42,7.532656519809557,3.0,6.517610452851202,2.0806547612832773,Iris-virginica
+43,6.372341975070793,3.2517084831281053,4.733878922535895,1.554363065259336,Iris-versicolor
+44,5.64651109401558,2.8655733253526474,3.7526117056091053,1.2979377094844846,Iris-versicolor
+45,4.929872864490148,2.4226775036536736,3.4073594202558817,1.050505209702566,Iris-versicolor
+46,6.056457451050559,2.609324840788437,5.161026935938128,1.5649612652504827,Iris-versicolor
+47,6.202214873431737,3.3530334603788305,4.611368497513309,1.6421690911392282,Iris-versicolor
+48,6.554820194117006,3.2983237401884855,5.617276530001581,2.3523594448008236,Iris-virginica
+49,4.7922040571876545,3.0,1.3988674191508292,0.2980775335877009,Iris-setosa
+50,5.7332818697904635,2.8120336370371373,4.037368546863551,1.2286817304801256,Iris-versicolor
+51,5.398244753359991,3.899999638470953,1.284131567669069,0.3219484592428401,Iris-setosa
+52,4.9581526926847355,3.4207442864177793,1.571196051345124,0.30572551727488884,Iris-setosa
+53,5.838255917637495,2.8792422038427086,4.538731747703052,1.3288461652879096,Iris-versicolor
+54,5.4105521193435955,3.4045020844040583,1.623629695559897,0.1968697106489709,Iris-setosa
+55,6.54410989229841,3.0,5.846337638609264,2.2158288886241175,Iris-virginica
+56,5.453825753940341,3.89999954561883,1.2926101559529912,0.3667659456053515,Iris-setosa
+57,5.605661124834948,2.566827324299799,4.214695340527009,1.1318289738775795,Iris-versicolor
+58,5.15309969039731,2.628423383868174,3.6626276893678567,1.3555925524492705,Iris-versicolor
+59,6.796284898465683,3.2301622863675115,5.847202306299983,2.3127476414373733,Iris-virginica
+60,7.899997382140166,3.7779978653175035,6.447223945642334,2.0001847202214136,Iris-virginica
+61,5.927642449999146,3.0,4.330047511799232,1.5019348298148774,Iris-versicolor
+62,6.440338545511104,3.2217832310100554,4.712593220341786,1.5330787043187766,Iris-versicolor
+63,6.021759959324596,2.7162713199888042,5.082980409531776,1.5870713601488025,Iris-versicolor
+64,5.347179985044512,3.707029450096845,1.543418278031173,0.21462179424915956,Iris-setosa
+65,4.4,2.91637043282816,1.3963778346470197,0.20055206064628553,Iris-setosa
+66,5.793606334489274,2.896446538633108,4.636036653304794,1.4613603409101719,Iris-versicolor
+67,5.911322147956273,2.8430176072210958,4.7188095618950125,1.5275724160442627,Iris-versicolor
+68,6.237186086650659,3.3247920498779537,4.676915208356644,1.5744710489632,Iris-versicolor
+69,7.6985001222332325,2.6017302705109318,6.89999883228349,2.3126474202894656,Iris-virginica
+70,5.210062030000645,3.4308965192235914,1.403058698993366,0.21338095352618913,Iris-setosa
+71,6.055584798338163,3.359995417291699,4.525345678095571,1.62174259816811,Iris-versicolor
+72,5.997119886443314,2.6143361708893855,5.061027617956801,1.892464441497859,Iris-virginica
+73,5.610089074229826,2.8704405539038533,3.5696297553423015,1.3037365806090782,Iris-versicolor
+74,6.8747986949448965,3.0,5.246201848195297,2.2204009809599956,Iris-virginica
+75,6.265480327577158,2.8615550761454696,5.605161407626099,1.8051170966010106,Iris-virginica
+76,5.049072639902344,2.4950722094570947,3.1153580251364392,1.0919505611752776,Iris-versicolor
+77,5.32548230212633,2.5439334442257486,3.452000556847336,1.1884526961495512,Iris-versicolor
+78,4.516427295481647,2.405802429720752,1.2895909704870587,0.2905545642532579,Iris-setosa
+79,6.095590126790846,2.6030742748033626,5.583220566200975,1.4080885777761936,Iris-virginica
+80,5.002475601674275,2.00000190753196,3.453414056927136,1.0084324613227946,Iris-versicolor
+81,6.720462141336851,2.9752092052698313,4.686334269309055,1.4321516299135468,Iris-versicolor
+82,4.6010957350765045,3.5949373863879774,1.0,0.2037030349626542,Iris-setosa
+83,5.561844685524701,2.4324979388624204,3.7709803457210924,1.0849268700009171,Iris-versicolor
+84,4.8193771901281535,3.4420181907557907,1.3793025727475092,0.2832341195682262,Iris-setosa
+85,6.597221033688362,3.1824721560002853,5.398712006604937,2.063278326274056,Iris-virginica
+86,5.58493975940553,3.0,4.085810457960365,1.3114253418796298,Iris-versicolor
+87,5.361561791324479,2.7220950268888244,3.9249375040302974,1.3459536587606986,Iris-versicolor
+88,6.80417935868394,2.784019018649631,4.758639305927708,1.395391312854705,Iris-versicolor
+89,6.6943406543406025,3.2817149800701224,5.668569815247756,2.091884729425365,Iris-virginica
+90,5.5177795203044715,2.5412285125747482,3.744808699656298,1.0697987707587662,Iris-versicolor
+91,4.912009895385173,2.394309207467216,3.44751068209698,1.0156609937301924,Iris-versicolor
+92,5.218404524907182,3.387884427933948,1.3850788019629925,0.2016494924993048,Iris-setosa
+93,5.588015376950511,2.685895021773552,4.4766182419095975,1.2257872295500707,Iris-versicolor
+94,6.48484546634485,2.8802159923672597,4.407147278803155,1.3101103779271817,Iris-versicolor
+95,6.031626833048768,2.683675931606525,5.052032732514858,1.587259746162992,Iris-versicolor
+96,6.1851333670597715,3.0,4.582158018438526,1.46371822701014,Iris-versicolor
+97,6.273266048697771,2.5664234468159646,5.232386020521107,1.8993532902733228,Iris-virginica
+98,4.592118119919074,3.601886215961676,1.0000004055645753,0.18458696207740588,Iris-setosa
+99,5.252176050588261,2.5416012768284584,3.573394553807668,1.2385512654533053,Iris-versicolor
+100,5.768612271108579,2.900463103593822,4.407524445363888,1.3108522601266803,Iris-versicolor
+101,5.497673561629337,2.465519327160484,3.83219588594893,1.0794110769615652,Iris-versicolor
+102,5.664961070984805,3.0,4.40896514156916,1.4806916815623021,Iris-versicolor
+103,6.679358560209842,3.0359154728263626,4.59521188919239,1.4668051109127247,Iris-versicolor
+104,5.8295274059129625,2.744015942749409,4.289611929400307,1.0806382273003026,Iris-versicolor
+105,6.378642566927552,3.0,5.707708998608374,2.1751785167679887,Iris-virginica
+106,4.4,2.921978553784227,1.3827913360890942,0.19373536054511742,Iris-setosa
+107,5.073756229504616,3.7980674792651192,1.4979998663713505,0.19995132871331966,Iris-setosa
+108,5.7995819220197244,2.665472698331042,3.9838776423957705,1.0919730819938027,Iris-versicolor
+109,5.421095183543724,3.4061233327360676,1.5214150813296925,0.4046908955049499,Iris-setosa
+110,5.357849431593672,3.5410818382844265,1.4917343915256978,0.3466917084627833,Iris-setosa
+111,7.708654165971009,2.601737059089856,6.9,2.298831012126919,Iris-virginica
+112,6.02817793615058,2.9037987399843033,4.541355771701179,1.5024396195405678,Iris-versicolor
+113,5.497447813767975,2.5933885913952226,4.409842503092355,1.216822840692084,Iris-versicolor
+114,4.741805265359319,3.0,1.3976828579585225,0.3497759850637076,Iris-setosa
+115,4.4,2.847620984345907,1.4005762789159055,0.1995592978188404,Iris-setosa
+116,5.209955405815873,3.40130777611179,1.3995890010371081,0.2044925579519161,Iris-setosa
+117,6.6713745430466105,2.505993028681595,5.751265017908863,1.7594271549794425,Iris-virginica
+118,6.077783853468651,2.6087876480044856,5.584940987005253,1.4077715651665303,Iris-virginica
+119,5.289555696966613,3.720399716509746,1.5126959724994091,0.2009229288365943,Iris-setosa

iris/tab_ddpm/3_3/2/test.csv

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