Remove benchmark results from repository

5 years ago · d8747289dd
parent 7a6b31ca9a
commit d8747289dd
9 changed files with 0 additions and 606 deletions
--- a/benchmark/knapsack/ChallengeA/benchmark_baseline.csv
+++ b/benchmark/knapsack/ChallengeA/benchmark_baseline.csv
@ -1,51 +0,0 @@
 ,Solver,Instance,Wallclock Time,Lower Bound,Upper Bound,Gap,Nodes,Mode,Relative Lower Bound,Relative Upper Bound,Relative Wallclock Time,Relative Gap,Relative Nodes
 0,baseline,0,662.7372989654541,59162.0,59167.0,8.451370812345763e-05,18688107.0,exact,1.0,1.0,1.0,1.0,1.0
 1,baseline,1,900.0007548332214,59137.0,59256.0,0.002012276578115224,24175550.0,exact,1.0,1.0,1.0,1.0,1.0
 2,baseline,2,900.0016160011292,59186.0,59285.0,0.0016726928665562802,24089218.0,exact,1.0,1.0,1.0,1.0,1.0
 3,baseline,3,900.0023140907288,59145.0,59231.0,0.0014540535970918927,24595759.0,exact,1.0,1.0,1.0,1.0,1.0
 4,baseline,4,900.0024960041046,59142.0,59213.0,0.0012005004903452706,25467171.0,exact,1.0,1.0,1.0,1.0,1.0
 5,baseline,5,900.002925157547,59126.0,59244.0,0.0019957379156377904,23457042.0,exact,1.0,1.0,1.0,1.0,1.0
 6,baseline,6,900.0031039714813,59125.0,59236.97169757604,0.0018938130668251741,24240772.0,exact,1.0,1.0,1.0,1.0,1.0
 7,baseline,7,900.002781867981,59105.0,59212.0,0.001810337534895525,24042592.0,exact,1.0,1.0,1.0,1.0,1.0
 8,baseline,8,900.0021660327911,59169.0,59251.0,0.0013858608392908448,25512146.0,exact,1.0,1.0,1.0,1.0,1.0
 9,baseline,9,900.0015439987183,59130.0,59256.0,0.00213089802130898,23227790.0,exact,1.0,1.0,1.0,1.0,1.0
 10,baseline,10,900.0024099349976,59127.0,59201.0,0.0012515432881762985,25015636.0,exact,1.0,1.0,1.0,1.0,1.0
 11,baseline,11,900.0025849342346,59198.0,59289.0,0.0015372140950707794,24558832.0,exact,1.0,1.0,1.0,1.0,1.0
 12,baseline,12,900.0022029876709,59102.0,59224.0,0.002064227944908802,24026788.0,exact,1.0,1.0,1.0,1.0,1.0
 13,baseline,13,900.0011007785797,59150.0,59206.0,0.0009467455621301775,24953207.0,exact,1.0,1.0,1.0,1.0,1.0
 14,baseline,14,900.0014700889587,59169.0,59250.0,0.0013689600973482736,25494260.0,exact,1.0,1.0,1.0,1.0,1.0
 15,baseline,15,900.0013790130615,59083.0,59196.0,0.0019125636816004605,23792716.0,exact,1.0,1.0,1.0,1.0,1.0
 16,baseline,16,900.0020098686218,59126.0,59233.0,0.0018096945506207082,23398798.0,exact,1.0,1.0,1.0,1.0,1.0
 17,baseline,17,900.0023510456085,59156.0,59197.0,0.0006930826965988235,25573586.0,exact,1.0,1.0,1.0,1.0,1.0
 18,baseline,18,900.002711057663,59118.0,59211.0,0.0015731249365675429,24489136.0,exact,1.0,1.0,1.0,1.0,1.0
 19,baseline,19,724.1934628486633,59159.0,59164.0,8.451799388089724e-05,20931760.0,exact,1.0,1.0,1.0,1.0,1.0
 20,baseline,20,900.0011439323425,59068.0,59191.0,0.0020823457709758246,23411794.0,exact,1.0,1.0,1.0,1.0,1.0
 21,baseline,21,380.06568694114685,59175.0,59180.0,8.449514152936207e-05,11618526.0,exact,1.0,1.0,1.0,1.0,1.0
 22,baseline,22,900.0016028881073,59121.0,59154.94711904252,0.0005741973079365614,26352886.0,exact,1.0,1.0,1.0,1.0,1.0
 23,baseline,23,230.25152111053467,59193.0,59198.0,8.44694474008751e-05,6776049.0,exact,1.0,1.0,1.0,1.0,1.0
 24,baseline,24,900.0010840892792,59162.0,59240.0,0.001318413846725939,24727727.0,exact,1.0,1.0,1.0,1.0,1.0
 25,baseline,25,900.0015320777893,59096.0,59210.0,0.001929064572898335,23438919.0,exact,1.0,1.0,1.0,1.0,1.0
 26,baseline,26,900.0015478134155,59089.0,59203.0,0.001929293100238623,23826788.0,exact,1.0,1.0,1.0,1.0,1.0
 27,baseline,27,900.0010070800781,59153.0,59249.0,0.0016229100806383447,24336831.0,exact,1.0,1.0,1.0,1.0,1.0
 28,baseline,28,900.001277923584,59112.0,59208.0,0.0016240357287860333,25111591.0,exact,1.0,1.0,1.0,1.0,1.0
 29,baseline,29,900.0012440681458,59182.0,59263.0,0.0013686593896792944,24919871.0,exact,1.0,1.0,1.0,1.0,1.0
 30,baseline,30,900.0012910366058,59134.0,59241.0,0.001809449724354855,23615391.0,exact,1.0,1.0,1.0,1.0,1.0
 31,baseline,31,900.0023548603058,59082.0,59169.0,0.0014725297044785213,26213904.0,exact,1.0,1.0,1.0,1.0,1.0
 32,baseline,32,875.9193549156189,59175.0,59180.0,8.449514152936207e-05,24935695.0,exact,1.0,1.0,1.0,1.0,1.0
 33,baseline,33,900.0018489360809,59088.0,59177.0,0.0015062279989168698,25210167.0,exact,1.0,1.0,1.0,1.0,1.0
 34,baseline,34,232.1541509628296,59190.0,59195.0,8.447372867038352e-05,7309410.0,exact,1.0,1.0,1.0,1.0,1.0
 35,baseline,35,900.0025398731232,59183.0,59262.0,0.001334842775797104,23927493.0,exact,1.0,1.0,1.0,1.0,1.0
 36,baseline,36,900.0010929107666,59166.0,59254.0,0.00148734070243045,25589946.0,exact,1.0,1.0,1.0,1.0,1.0
 37,baseline,37,622.9371509552002,59202.0,59207.0,8.445660619573663e-05,18595087.0,exact,1.0,1.0,1.0,1.0,1.0
 38,baseline,38,557.924427986145,59212.0,59217.0,8.444234276835777e-05,16270407.0,exact,1.0,1.0,1.0,1.0,1.0
 39,baseline,39,900.0010092258453,59143.0,59185.0,0.0007101432122144632,26304077.0,exact,1.0,1.0,1.0,1.0,1.0
 40,baseline,40,900.0011250972748,59158.0,59242.99535479154,0.0014367516615088902,23949337.0,exact,1.0,1.0,1.0,1.0,1.0
 41,baseline,41,900.000893831253,59170.0,59257.0,0.0014703396991718777,24299427.0,exact,1.0,1.0,1.0,1.0,1.0
 42,baseline,42,900.0017001628876,59089.0,59228.0,0.002352383692396216,23229681.0,exact,1.0,1.0,1.0,1.0,1.0
 43,baseline,43,127.60789799690247,59232.0,59237.0,8.44138303619665e-05,4041704.0,exact,1.0,1.0,1.0,1.0,1.0
 44,baseline,44,166.38699293136597,59201.0,59206.0,8.445803280349994e-05,5151689.0,exact,1.0,1.0,1.0,1.0,1.0
 45,baseline,45,900.0007989406586,59135.0,59247.0,0.001893971421324089,26922402.0,exact,1.0,1.0,1.0,1.0,1.0
 46,baseline,46,900.001415014267,59152.0,59254.0,0.001724371111712199,26485728.0,exact,1.0,1.0,1.0,1.0,1.0
 47,baseline,47,900.0020279884338,59123.0,59235.0,0.0018943558344468312,28222784.0,exact,1.0,1.0,1.0,1.0,1.0
 48,baseline,48,900.0011022090912,59176.0,59284.0,0.0018250642152223874,28675410.0,exact,1.0,1.0,1.0,1.0,1.0
 49,baseline,49,900.0012428760529,59150.0,59206.0,0.0009467455621301775,30531240.0,exact,1.0,1.0,1.0,1.0,1.0
--- a/benchmark/knapsack/ChallengeA/benchmark_ml.csv
+++ b/benchmark/knapsack/ChallengeA/benchmark_ml.csv
@ -1,151 +0,0 @@
 ,Solver,Instance,Wallclock Time,Lower Bound,Upper Bound,Gap,Nodes,Mode,Relative Lower Bound,Relative Upper Bound,Relative Wallclock Time,Relative Gap,Relative Nodes,Predicted LB,Predicted UB,Sense
 0,baseline,0,662.7372989654541,59162.0,59167.0,8.451370812345763e-05,18688107.0,exact,1.0,1.0004734608295711,8.70828628181939,1.0,5.622307810564691,,,
 1,baseline,1,900.0007548332214,59137.0,59256.0,0.002012276578115224,24175550.0,exact,1.0,1.0019275641675967,5.256438928065297,23.8,2.9939288096459404,,,
 2,baseline,2,900.0016160011293,59186.0,59285.0,0.0016726928665562802,24089218.0,exact,1.0,1.0015880792688077,6.615464163621432,19.8,3.971008553523482,,,
 3,baseline,3,900.0023140907288,59145.0,59231.0,0.0014540535970918927,24595759.0,exact,1.0,1.0013693998309383,9.839168761119028,17.2,6.1066754492159765,,,
 4,baseline,4,900.0024960041046,59142.0,59213.0,0.0012005004903452704,25467171.0,exact,1.0,1.0011162314042927,11.236705591195049,14.261938547000467,7.640381275476392,,,
 5,baseline,5,900.002925157547,59126.0,59244.0,0.0019957379156377904,23457042.0,exact,1.0,1.0021143794719125,10.760170783867167,29.494511720731996,5.847345591041515,,,
 6,baseline,6,900.0031039714813,59125.0,59236.97169757604,0.001893813066825174,24240772.0,exact,1.0,1.0018090934817527,5.582936655618509,22.394339515207683,3.3210931747954593,,,
 7,baseline,7,900.002781867981,59105.0,59212.0,0.001810337534895525,24042592.0,exact,1.0,1.001725596345796,1.7540923744921773,21.400000000000002,2.390273708531383,,,
 8,baseline,8,900.0021660327911,59169.0,59251.0,0.0013858608392908448,25512146.0,exact,1.0,1.0013181687594004,9.026100681465717,20.5,5.950915491512204,,,
 9,baseline,9,900.0015439987183,59130.0,59256.0,0.00213089802130898,23227790.0,exact,1.0,1.0021478462345041,7.880275979497338,25.197442922374428,4.198068271097029,,,
 10,baseline,10,900.0024099349976,59127.0,59201.0,0.0012515432881762985,25015636.0,exact,1.0,1.0011838122135597,13.04240249187423,18.5,8.325144625534431,,,
 11,baseline,11,900.0025849342346,59198.0,59289.0,0.0015372140950707794,24558832.0,exact,1.0,1.0017741281427412,4.941352404443008,18.19415858643873,2.9831824806949396,,,
 12,baseline,12,900.0022029876709,59102.0,59224.0,0.002064227944908802,24026788.0,exact,1.0,1.0019794609775492,5.378482195683288,24.400000000000002,2.947983888580514,,,
 13,baseline,13,900.0011007785797,59150.0,59206.0,0.0009467455621301775,24953207.0,exact,1.0,1.0008790614328702,12.451848934586094,13.999999999999998,8.0844140865203,,,
 14,baseline,14,900.0014700889587,59169.0,59250.0,0.0013689600973482733,25494260.0,exact,1.0,1.0014705136656357,10.286586243074352,20.246577599756627,6.714445655657852,,,
 15,baseline,15,900.0013790130615,59083.0,59196.0,0.0019125636816004605,23792716.0,exact,1.0,1.0018277822908204,7.486704871117682,22.6,4.211841162852367,,,
 16,baseline,16,900.0020098686218,59126.0,59233.0,0.0018096945506207078,23398798.0,exact,1.0,1.001724983511187,10.473065188128833,21.39999999999999,5.842727665213484,,,
 17,baseline,17,900.0023510456085,59156.0,59197.0,0.0006930826965988236,25573586.0,exact,1.0,1.0006930826965987,12.267049016770867,10.249306917303404,7.807679578926801,,,
 18,baseline,18,900.002711057663,59118.0,59211.0,0.0015731249365675427,24489136.0,exact,1.0,1.0014884224413512,19.84721287191386,18.599999999999998,12.51075303699155,,,
 19,baseline,19,724.1934628486632,59159.0,59164.0,8.451799388089724e-05,20931760.0,exact,1.0,1.0,16.225906582646804,1.0,11.203195934004649,,,
 20,baseline,20,900.0011439323425,59068.0,59191.0,0.0020823457709758246,23411794.0,exact,1.0,1.0020823457709758,4.553908811228339,24.597917654229025,2.465201726709367,,,
 21,baseline,21,380.06568694114685,59175.0,59180.0,8.449514152936208e-05,11618526.0,exact,1.0,1.0000168978860744,7.912557532546788,1.2500000000000002,5.757968140817527,,,
 22,baseline,22,900.0016028881073,59121.0,59154.94711904253,0.0005741973079365614,26352886.0,exact,1.0,1.0004895835849292,14.040381831195205,6.789423808503489,9.40925154833969,,,
 23,baseline,23,230.2515211105347,59193.0,59198.0,8.44694474008751e-05,6776049.0,exact,1.0,1.0000337860666262,8.514542938541073,1.6666666666666665,5.846961043264265,,,
 24,baseline,24,900.0010840892792,59162.0,59240.0,0.001318413846725939,24727727.0,exact,1.0,1.0015046237595306,8.166041819193602,15.595781075690478,4.940286958561307,,,
 25,baseline,25,900.0015320777893,59096.0,59210.0,0.0019290645728983352,23438919.0,exact,1.0,1.0018443004348487,4.510705225924555,22.800000000000004,2.4862311177206236,,,
 26,baseline,26,900.0015478134155,59089.0,59203.0,0.001929293100238623,23826788.0,exact,1.0,1.0018953816994127,8.894248013836016,28.49903535344988,4.939630736149807,,,
 27,baseline,27,900.0010070800781,59153.0,59249.0,0.0016229100806383447,24336831.0,exact,1.0,1.001538253490652,10.091974748981741,19.2,6.084119530266811,,,
 28,baseline,28,900.001277923584,59112.0,59208.0,0.0016240357287860333,25111591.0,exact,1.0,1.001759610178668,4.691858473111718,19.195777507105156,2.8027693088636902,,,
 29,baseline,29,900.0012440681458,59182.0,59263.0,0.0013686593896792946,24919871.0,exact,1.0,1.0012840657576834,7.56448716001105,16.200000000000003,4.595493258310103,,,
 30,baseline,30,900.0012910366057,59134.0,59241.0,0.001809449724354855,23615391.0,exact,1.0,1.0017247501648658,9.031820270959846,21.4,5.0375202116086095,,,
 31,baseline,31,900.0023548603058,59082.0,59169.0,0.0014725297044785213,26213904.0,exact,1.0,1.0013883344383072,10.04484347330425,17.513740798402758,6.772202916754611,,,
 32,baseline,32,875.9193549156189,59175.0,59180.0,8.449514152936208e-05,24935695.0,exact,1.0,1.0,17.593042802030894,1.0000000000000002,11.640863122484049,,,
 33,baseline,33,900.0018489360809,59088.0,59177.0,0.0015062279989168698,25210167.0,exact,1.0,1.0017435758540136,6.884821185789175,17.794276333604117,4.149329955955837,,,
 34,baseline,34,232.1541509628296,59190.0,59195.0,8.447372867038352e-05,7309410.0,exact,1.0,1.0000337877789605,7.0924172424290814,1.6666666666666667,5.371410472817808,,,
 35,baseline,35,900.0025398731233,59183.0,59262.0,0.001334842775797104,23927493.0,exact,1.0,1.0012671701556084,12.033207650833896,19.75,7.544694464615838,,,
 36,baseline,36,900.0010929107666,59166.0,59254.0,0.00148734070243045,25589946.0,exact,1.0,1.001402714167413,6.350860539510311,17.599999999999998,3.8428016019966393,,,
 37,baseline,37,622.9371509552003,59202.0,59207.0,8.445660619573664e-05,18595087.0,exact,1.0,1.0007944557133197,5.973803009115679,1.0000000000000002,3.967704381695003,,,
 38,baseline,38,557.924427986145,59212.0,59217.0,8.444234276835778e-05,16270407.0,exact,1.0,1.0000168873277493,11.776853444610294,1.25,8.26095170688216,,,
 39,baseline,39,900.0010092258452,59143.0,59185.0,0.0007101432122144633,26304077.0,exact,1.0,1.0006424670735625,19.899221771336656,10.5,13.274381840230484,,,
 40,baseline,40,900.0011250972748,59158.0,59242.995354791536,0.0014367516615088902,23949337.0,exact,1.0,1.0013521179587164,11.618267974647784,16.999070958308586,7.043833563281406,,,
 41,baseline,41,900.000893831253,59170.0,59257.0,0.0014703396991718775,24299427.0,exact,1.0,1.0013857203210816,9.82799588949917,17.4,5.913918333433118,,,
 42,baseline,42,900.0017001628876,59089.0,59228.0,0.002352383692396216,23229681.0,exact,1.0,1.002267573696145,5.808712131855351,27.799999999999997,2.898764108739463,,,
 43,baseline,43,127.60789799690248,59232.0,59237.0,8.44138303619665e-05,4041704.0,exact,1.0,1.0000168816260382,7.326284526634964,1.25,5.803235519206498,,,
 44,baseline,44,166.38699293136597,59201.0,59206.0,8.445803280349994e-05,5151689.0,exact,1.0,1.0000168904653324,11.73610231262945,1.25,8.75222174086627,,,
 45,baseline,45,900.0007989406586,59135.0,59247.0,0.001893971421324089,26922402.0,exact,1.0,1.0020634249471458,4.661659000381325,22.394318085736028,2.560992168457917,,,
 46,baseline,46,900.001415014267,59152.0,59254.0,0.001724371111712199,26485728.0,exact,1.0,1.001639704515104,10.21700063178535,20.4,6.123151372348114,,,
 47,baseline,47,900.0020279884337,59123.0,59235.0,0.0018943558344468312,28222784.0,exact,1.0,1.0018435206169876,10.41166170663056,22.39924225766622,6.824112904473778,,,
 48,baseline,48,900.0011022090912,59176.0,59284.0,0.0018250642152223876,28675410.0,exact,0.9998817227920179,1.0016219503953505,9.824748557639392,21.602555089901312,6.1253016948312595,,,
 49,baseline,49,900.0012428760529,59150.0,59206.0,0.0009467455621301775,30531240.0,exact,1.0,1.001115995941833,12.802607222912103,11.197159763313609,9.326024324264884,,,
 50,ml-exact,0,649.376060962677,59162.0,59167.0,8.451370812345763e-05,18101461.0,exact,1.0,1.0004734608295711,8.532721264142948,1.0,5.445815649649917,59126.38771406158,59263.992667692604,max
 51,ml-exact,1,900.0008749961853,59137.0,59256.99395246509,0.0020290842021930574,23342139.0,exact,1.0,1.0019443703707194,5.256439629875021,23.998790493018166,2.8907182021033684,59159.91471896955,59292.24515179818,max
 52,ml-exact,2,900.0023529529572,59186.0,59272.0,0.0014530463285236373,24785817.0,exact,1.0,1.0013684512848238,6.615469580587714,17.2,4.085840034868203,59194.00902156645,59323.12664303628,max
 53,ml-exact,3,900.0030598640442,59145.0,59228.0,0.0014033307971933384,24207954.0,exact,1.0,1.0013186813186814,9.839176914197518,16.599999999999998,6.010390586749109,59141.813764752675,59274.22541262452,max
 54,ml-exact,4,900.0010681152344,59142.0,59214.0,0.0012174089479557674,24895987.0,exact,1.0,1.0011331384387514,11.236687763725765,14.462810920901886,7.469020917529618,59144.93070046487,59273.654326628006,max
 55,ml-exact,5,900.0023910999298,59126.0,59241.96239661033,0.0019612758618937826,23775703.0,exact,1.0,1.0020799133376805,10.760164398831064,28.98520564396274,5.926781054105736,59145.04845907292,59279.36037916677,max
 56,ml-exact,6,900.0027949810028,59125.0,59236.0,0.0018773784355179705,23994400.0,exact,1.0,1.0017926602401488,5.582934738875933,22.200000000000003,3.2873391191217904,59136.974634353304,59268.30857737715,max
 57,ml-exact,7,900.0025460720062,59105.0,59212.0,0.001810337534895525,24113420.0,exact,1.0,1.001725596345796,1.7540919149292407,21.400000000000002,2.397315308132119,59125.024194597165,59260.190615193496,max
 58,ml-exact,8,900.0025360584259,59169.0,59247.0,0.0013182578715205597,26072662.0,exact,1.0,1.0012505703614825,9.026104392444157,19.5,6.081660406018433,59155.83957873982,59292.27671868388,max
 59,ml-exact,9,900.0029451847076,59130.0,59260.0,0.002198545577541011,23411285.0,exact,1.0,1.0022154949348037,7.880288248067729,25.99736174530695,4.231232189722303,59169.22723451526,59303.04692137199,max
 60,ml-exact,10,900.002711057663,59127.0,59199.0,0.0012177177939012634,25692461.0,exact,1.0,1.001149989007458,13.042406855599213,18.0,8.550390388271678,59122.74947289353,59256.99939978048,max
 61,ml-exact,11,900.0020880699158,59198.0,59271.0,0.0012331497685732625,25044283.0,exact,1.0,1.0014699918896999,4.941349676471181,14.59531403087942,3.042150631885348,59194.32665087494,59329.026081343145,max
 62,ml-exact,12,900.00151014328,59102.0,59222.0,0.0020303881425332475,23860011.0,exact,1.0,1.001945624037762,5.378478055192067,24.0,2.9275210656269923,59122.0422679371,59259.06427666924,max
 63,ml-exact,13,900.0019900798798,59150.0,59203.96517006869,0.0009123443798594788,26120169.0,exact,1.0,1.0008446625768113,12.451861238399319,13.491292517172042,8.462489899830945,59136.5588570761,59273.99511476752,max
 64,ml-exact,14,900.0015881061554,59169.0,59254.0,0.0014365630651185586,25996193.0,exact,1.0,1.001538123489343,10.28658759195445,21.246408592337204,6.8466401908701435,59154.03941864104,59289.795816422404,max
 65,ml-exact,15,900.0014340877533,59083.0,59198.0,0.001946414366230557,23870719.0,exact,1.0,1.0018616301110208,7.486705329259161,23.0,4.2256494328382725,59098.66203099143,59228.46969562256,max
 66,ml-exact,16,900.0031027793884,59126.0,59230.0,0.001758955451070595,23581309.0,exact,1.0,1.0016742487020345,10.47307790601788,20.799999999999997,5.888301034790237,59145.19863458289,59278.22282794401,max
 67,ml-exact,17,900.001091003418,59156.0,59189.0,0.0005578470484819798,25974343.0,exact,1.0,1.000557847048482,12.267031842372049,8.249442152951518,7.930031690398847,59127.14368529404,59267.37100160227,max
 68,ml-exact,18,900.0016350746155,59118.0,59207.0,0.00150546364897324,24423315.0,exact,1.0,1.001420766875835,19.84718914391357,17.8,12.477127094628871,59117.71413049835,59253.828178881624,max
 69,ml-exact,19,765.9083199501038,59159.0,59164.0,8.451799388089724e-05,22220414.0,exact,1.0,1.0,17.160548234580467,1.0,11.892915444124142,59144.031479967074,59274.181598455296,max
 70,ml-exact,20,900.0015428066254,59068.0,59191.0,0.0020823457709758246,23475405.0,exact,1.0,1.0020823457709758,4.55391082948923,24.597917654229025,2.471899801493286,59082.22244394464,59224.2971810249,max
 71,ml-exact,21,428.18276500701904,59175.0,59180.0,8.449514152936207e-05,12999314.0,exact,1.0,1.0000168978860744,8.91430318224869,1.25,6.442266072691428,59137.98908684254,59265.43858161565,max
 72,ml-exact,22,900.0029540061951,59121.0,59157.0,0.0006089206880803775,26135751.0,exact,1.0,1.0005243040286844,14.040402909173055,7.199999999999999,9.33172387888638,59089.5855153968,59226.64120575328,max
 73,ml-exact,23,287.76060605049133,59193.0,59198.0,8.44694474008751e-05,7976958.0,exact,1.0,1.0000337860666262,10.641189358576659,1.6666666666666665,6.883209178350868,59140.59510257357,59271.35823619222,max
 74,ml-exact,24,900.0017418861389,59162.0,59248.0,0.0014536357797234711,25158901.0,exact,1.0,1.001639870839039,8.166047787627152,17.195348365504884,5.026430067835795,59150.82751230766,59285.37521566199,max
 75,ml-exact,25,900.0040528774261,59096.0,59209.0,0.001912142953837823,25156445.0,exact,1.0,1.0018273802473732,4.510717859885376,22.6,2.6684138620141735,59123.050715683305,59257.270874657275,max
 76,ml-exact,26,900.0013389587402,59089.0,59199.0,0.0018615986054934083,23531336.0,exact,1.0,1.0018276894958622,8.894245949833698,27.499069200697253,4.878379350513735,59118.02329883662,59245.3612305393,max
 77,ml-exact,27,900.0014967918396,59153.0,59246.0,0.0015721941406183963,25053692.0,exact,1.0,1.001487541837114,10.091980240263075,18.599999999999998,6.263332181683365,59150.16240797118,59285.64193535254,max
 78,ml-exact,28,900.001298904419,59112.0,59215.0,0.0017424550006766815,24700106.0,exact,1.0,1.0018780454791554,4.691858582488349,20.59546961699824,2.756842408849359,59105.239747395564,59244.63088727762,max
 79,ml-exact,29,900.0012950897217,59182.0,59264.0,0.0013855564191815079,24368468.0,exact,1.0,1.001300961359758,7.564487588846076,16.4,4.493808591920299,59171.61319933031,59313.94235456237,max
 80,ml-exact,30,900.0028159618378,59134.0,59240.0,0.0017925389792674265,24191195.0,exact,1.0,1.001707840849524,9.031835574105251,21.2,5.160347916977751,59148.03866371211,59281.43814639009,max
 81,ml-exact,31,900.0012450218201,59082.0,59151.0,0.0011678683863105513,27104772.0,exact,1.0,1.0010836987334635,10.044831086499027,13.890208219422876,7.002353254836392,59069.41377677144,59203.823126466195,max
 82,ml-exact,32,900.0074319839478,59175.0,59197.964519141264,0.0003880780589989647,25690960.0,exact,1.0,1.0003035572683552,18.076857400376596,4.592903828252747,11.99344749946664,59157.64838384942,59290.523875622814,max
 83,ml-exact,33,900.0013158321381,59088.0,59177.0,0.0015062279989168698,24765342.0,exact,1.0,1.0017435758540136,6.884817107658309,17.794276333604117,4.076116410894511,59081.01088134223,59219.82627379965,max
 84,ml-exact,34,239.74270606040955,59190.0,59195.0,8.447372867038352e-05,7385996.0,exact,1.0,1.0000337877789605,7.324251128646419,1.6666666666666667,5.427690643511643,59143.23414106734,59275.920682982185,max
 85,ml-exact,35,900.0009059906006,59183.0,59259.953906894,0.0013002704643901015,23480392.0,exact,1.0,1.0012326001806815,12.033185805509241,19.238476723499844,7.403716868683651,59171.487583005524,59304.98468958104,max
 86,ml-exact,36,900.0016748905182,59166.0,59246.0,0.0013521279113004091,25394548.0,exact,1.0,1.0012675128018793,6.350864646252256,16.0,3.813458994262065,59158.08309355407,59296.56640928705,max
 87,ml-exact,37,662.0322141647339,59202.0,59207.0,8.445660619573663e-05,20024242.0,exact,1.0,1.0007944557133197,6.348714355925809,1.0,4.272648615385403,59175.74869590455,59307.463498356396,max
 88,ml-exact,38,446.4717228412628,59212.0,59217.0,8.444234276835777e-05,13956868.0,exact,1.0,1.0000168873277493,9.424272864415235,1.25,7.086301684237463,59166.58497608687,59301.825104164076,max
 89,ml-exact,39,900.00270819664,59143.0,59184.0,0.0006932350404950712,26147788.0,exact,1.0,1.000625560045311,19.899259335957453,10.249999999999998,13.195510421802544,59114.89526526199,59248.56148321837,max
 90,ml-exact,40,900.0016450881958,59158.0,59249.0,0.0015382534906521518,24805820.0,exact,1.0,1.0014536112097088,11.618274687299241,18.2,7.2957371421479085,59155.37108495968,59280.88309711401,max
 91,ml-exact,41,900.002336025238,59170.0,59245.0,0.0012675342234240324,25030081.0,exact,1.0,1.0011829319814112,9.82801163823526,15.0,6.09174261241699,59151.28565990848,59290.71555008509,max
 92,ml-exact,42,900.0009651184082,59089.0,59214.0,0.002115452960787964,22815014.0,exact,1.0,1.0020306630114733,5.808707387795664,24.999999999999996,2.8470190237906574,59118.99827325628,59249.97235571583,max
 93,ml-exact,43,155.91705012321472,59232.0,59237.0,8.44138303619665e-05,4841747.0,exact,1.0,1.0000168816260382,8.951582854095786,1.25,6.951968319652182,59161.307350621355,59293.05481512429,max
 94,ml-exact,44,166.24281811714172,59201.0,59206.0,8.445803280349994e-05,5152172.0,exact,1.0,1.0000168904653324,11.72593294577673,1.25,8.753042311188128,59149.268537538504,59278.50295984831,max
 95,ml-exact,45,900.0014069080353,59135.0,59246.0,0.0018770609622051238,26599239.0,exact,1.0,1.002046511627907,4.661662149419189,22.194368817113382,2.5302513039490457,59157.45644175721,59292.66862156513,max
 96,ml-exact,46,900.0008680820465,59152.0,59255.0,0.0017412767108466324,25313316.0,exact,1.0,1.0016566086853627,10.21699442289862,20.599999999999998,5.852105164112592,59168.404124939494,59297.86061218224,max
 97,ml-exact,47,900.0009942054749,59123.0,59235.0,0.0018943558344468312,26222277.0,exact,1.0,1.0018435206169876,10.411649747325901,22.39924225766622,6.340401388480525,59155.45167739807,59284.172466642885,max
 98,ml-exact,48,900.0013608932495,59176.0,59288.0,0.00189265918615655,27293583.0,exact,0.9998817227920179,1.0016895316618233,9.82475138153239,22.40264972286062,5.830132165779587,59191.94394017174,59332.08571744459,max
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 100,ml-heuristic,0,76.10421586036682,59134.0,59139.0,8.455372543714276e-05,3323921.0,heuristic,0.9995267232345086,1.0,1.0,1.000473500862448,1.0,59126.38771406158,59263.992667692604,max
 101,ml-heuristic,1,171.21872186660767,59137.0,59142.0,8.454943605526151e-05,8074858.0,heuristic,1.0,1.0,1.0,1.0,1.0,59159.91471896955,59292.24515179818,max
 102,ml-heuristic,2,136.04512000083923,59186.0,59191.0,8.447943770486263e-05,6066272.0,heuristic,1.0,1.0,1.0,1.0,1.0,59194.00902156645,59323.12664303628,max
 103,ml-heuristic,3,91.47137689590454,59145.0,59150.0,8.453799983092401e-05,4027684.0,heuristic,1.0,1.0,1.0,1.0,1.0,59141.813764752675,59274.22541262452,max
 104,ml-heuristic,4,80.09487199783325,59142.0,59146.97828536885,8.417512713219175e-05,3333233.0,heuristic,1.0,1.0,1.0,1.0,1.0,59144.93070046487,59273.654326628006,max
 105,ml-heuristic,5,83.6420669555664,59115.0,59119.0,6.766472130592912e-05,4011571.0,heuristic,0.999813956634983,1.0,1.0,1.0,1.0,59145.04845907292,59279.36037916677,max
 106,ml-heuristic,6,161.20603895187378,59125.0,59130.0,8.456659619450317e-05,7299034.0,heuristic,1.0,1.0,1.0,1.0,1.0,59136.974634353304,59268.30857737715,max
 107,ml-heuristic,7,513.0874490737915,59105.0,59110.0,8.459521191100583e-05,10058510.0,heuristic,1.0,1.0,1.0,1.0,1.0,59125.024194597165,59260.190615193496,max
 108,ml-heuristic,8,99.7110710144043,59169.0,59173.0,6.760296777028511e-05,4287096.0,heuristic,1.0,1.0,1.0,1.0,1.0,59155.83957873982,59292.27671868388,max
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 131,ml-heuristic,31,89.59844493865967,59082.0,59086.96752812557,8.407853704291519e-05,3870809.0,heuristic,1.0,1.0,1.0,1.0,1.0,59069.41377677144,59203.823126466195,max
 132,ml-heuristic,32,49.78782606124878,59175.0,59180.0,8.449514152936207e-05,2142083.0,heuristic,1.0,1.0,1.0,1.0,1.0,59157.64838384942,59290.523875622814,max
 133,ml-heuristic,33,130.72261786460876,59069.0,59074.0,8.464676903282602e-05,6075720.0,heuristic,0.9996784457080964,1.0,1.0,1.0,1.0,59081.01088134223,59219.82627379965,max
 134,ml-heuristic,34,32.732726097106934,59190.0,59193.0,5.0684237202230105e-05,1360799.0,heuristic,1.0,1.0,1.0,1.0,1.0,59143.23414106734,59275.920682982185,max
 135,ml-heuristic,35,74.79323601722717,59183.0,59187.0,6.758697598972678e-05,3171433.0,heuristic,1.0,1.0,1.0,1.0,1.0,59171.487583005524,59304.98468958104,max
 136,ml-heuristic,36,141.71325087547302,59166.0,59171.0,8.450799445627557e-05,6659190.0,heuristic,1.0,1.0,1.0,1.0,1.0,59158.08309355407,59296.56640928705,max
 137,ml-heuristic,37,104.27815413475037,59155.0,59160.0,8.452370890034655e-05,4686611.0,heuristic,0.9992061079017601,1.0,1.0,1.0007945228636634,1.0,59175.74869590455,59307.463498356396,max
 138,ml-heuristic,38,47.3746600151062,59212.0,59216.0,6.755387421468622e-05,1969556.0,heuristic,1.0,1.0,1.0,1.0,1.0,59166.58497608687,59301.825104164076,max
 139,ml-heuristic,39,45.22795009613037,59143.0,59147.0,6.763268687756793e-05,1981567.0,heuristic,1.0,1.0,1.0,1.0,1.0,59114.89526526199,59248.56148321837,max
 140,ml-heuristic,40,77.46431112289429,59158.0,59163.0,8.451942256330505e-05,3400043.0,heuristic,1.0,1.0,1.0,1.0,1.0,59155.37108495968,59280.88309711401,max
 141,ml-heuristic,41,91.57522082328796,59170.0,59175.0,8.450228156160216e-05,4108854.0,heuristic,1.0,1.0,1.0,1.0,1.0,59151.28565990848,59290.71555008509,max
 142,ml-heuristic,42,154.93997287750244,59089.0,59094.0,8.461811843151856e-05,8013650.0,heuristic,1.0,1.0,1.0,1.0,1.0,59118.99827325628,59249.97235571583,max
 143,ml-heuristic,43,17.417819023132324,59232.0,59236.0,6.75310642895732e-05,696457.0,heuristic,1.0,1.0,1.0,1.0,1.0,59161.307350621355,59293.05481512429,max
 144,ml-heuristic,44,14.177363872528076,59201.0,59205.0,6.756642624279995e-05,588615.0,heuristic,1.0,1.0,1.0,1.0,1.0,59149.268537538504,59278.50295984831,max
 145,ml-heuristic,45,193.06448602676392,59120.0,59125.0,8.457374830852504e-05,10512489.0,heuristic,0.9997463431132155,1.0,1.0,1.0,1.0,59157.45644175721,59292.66862156513,max
 146,ml-heuristic,46,88.08861303329468,59152.0,59157.0,8.452799567216662e-05,4325506.0,heuristic,1.0,1.0,1.0,1.0,1.0,59168.404124939494,59297.86061218224,max
 147,ml-heuristic,47,86.44172787666321,59121.0,59126.0,8.457231778894132e-05,4135744.0,heuristic,0.999966172217242,1.0,1.0,1.0,1.0,59155.45167739807,59284.172466642885,max
 148,ml-heuristic,48,91.60550999641418,59183.0,59188.0,8.448371998715847e-05,4681469.0,heuristic,1.0,1.0,1.0,1.0,1.0,59191.94394017174,59332.08571744459,max
 149,ml-heuristic,49,70.29827809333801,59135.0,59140.0,8.45522955948254e-05,3273768.0,heuristic,0.9997464074387151,1.0,1.0,1.0,1.0,59139.98187390398,59273.225027033564,max
--- a/benchmark/knapsack/ChallengeA/performance.png
+++ b/benchmark/knapsack/ChallengeA/performance.png
--- a/benchmark/stab/ChallengeA/benchmark_baseline.csv
+++ b/benchmark/stab/ChallengeA/benchmark_baseline.csv
@ -1,51 +0,0 @@
 ,Solver,Instance,Wallclock Time,Lower Bound,Upper Bound,Gap,Nodes,Relative Lower Bound,Relative Upper Bound,Relative Wallclock Time,Relative Gap,Relative Nodes
 0,baseline,0,89.5249240398407,8160.106459602758,8160.106459602758,0.0,50428.0,1.0,1.0,1.0,,1.0
 1,baseline,1,68.46735715866089,8329.665354500348,8329.665354500348,0.0,36735.0,1.0,1.0,1.0,,1.0
 2,baseline,2,131.6971151828766,8247.871141626507,8247.871141626507,0.0,77216.0,1.0,1.0,1.0,,1.0
 3,baseline,3,32.94829607009888,8386.859108879815,8386.859108879815,0.0,17422.0,1.0,1.0,1.0,,1.0
 4,baseline,4,80.09613800048828,8197.045478427175,8197.045478427175,0.0,47823.0,1.0,1.0,1.0,,1.0
 5,baseline,5,70.24885201454163,8184.416683317542,8184.416683317542,0.0,37633.0,1.0,1.0,1.0,,1.0
 6,baseline,6,76.99211096763611,8146.291920190363,8146.291920190363,0.0,38061.0,1.0,1.0,1.0,,1.0
 7,baseline,7,90.94351601600647,8332.628442208696,8332.628442208696,0.0,49185.0,1.0,1.0,1.0,,1.0
 8,baseline,8,91.29237294197083,8189.394992049158,8189.394992049159,1.110576181336875e-16,52509.0,1.0,1.0,1.0,1.0,1.0
 9,baseline,9,59.57663106918335,8264.94306032112,8264.94306032112,0.0,35568.0,1.0,1.0,1.0,,1.0
 10,baseline,10,74.4443690776825,8225.694775199881,8225.694775199881,0.0,38905.0,1.0,1.0,1.0,,1.0
 11,baseline,11,47.8407769203186,8380.21322380759,8380.21322380759,0.0,32029.0,1.0,1.0,1.0,,1.0
 12,baseline,12,40.67424297332764,8335.12040209855,8335.120402098551,2.182319289698426e-16,31346.0,1.0,1.0,1.0,1.0,1.0
 13,baseline,13,82.80278611183167,8180.950128996085,8180.950128996086,1.1117225840912633e-16,45396.0,1.0,1.0,1.0,1.0,1.0
 14,baseline,14,89.99744701385498,8335.244300219336,8335.244300219336,0.0,47528.0,1.0,1.0,1.0,,1.0
 15,baseline,15,72.18464493751526,8281.242353501702,8281.242353501702,0.0,38504.0,1.0,1.0,1.0,,1.0
 16,baseline,16,42.17434501647949,8269.820198565656,8269.820198565656,0.0,23531.0,1.0,1.0,1.0,,1.0
 17,baseline,17,65.91456389427185,8349.788875581982,8349.788875581982,0.0,35240.0,1.0,1.0,1.0,,1.0
 18,baseline,18,49.87329697608948,8354.975512102363,8354.975512102363,0.0,31665.0,1.0,1.0,1.0,,1.0
 19,baseline,19,80.3313570022583,8148.698058722395,8148.698058722395,0.0,48047.0,1.0,1.0,1.0,,1.0
 20,baseline,20,34.744563817977905,8254.22546708772,8254.22546708772,0.0,19831.0,1.0,1.0,1.0,,1.0
 21,baseline,21,40.45663404464722,8337.747084077018,8337.747084077018,0.0,18857.0,1.0,1.0,1.0,,1.0
 22,baseline,22,59.21903705596924,8372.097133312143,8372.097133312143,0.0,37278.0,1.0,1.0,1.0,,1.0
 23,baseline,23,80.84772300720215,8163.180180623385,8163.180180623385,0.0,50384.0,1.0,1.0,1.0,,1.0
 24,baseline,24,79.59622597694397,8251.926305990946,8251.926305990948,2.2043209501583402e-16,45222.0,1.0,1.0,1.0,1.0,1.0
 25,baseline,25,43.39374899864197,8208.77608322561,8208.77608322561,0.0,28242.0,1.0,1.0,1.0,,1.0
 26,baseline,26,73.40401291847229,8263.930518826672,8263.930518826672,0.0,41508.0,1.0,1.0,1.0,,1.0
 27,baseline,27,68.43603801727295,8198.51655526816,8198.51655526816,0.0,34134.0,1.0,1.0,1.0,,1.0
 28,baseline,28,38.52493691444397,8429.328796791307,8429.328796791307,0.0,23191.0,1.0,1.0,1.0,,1.0
 29,baseline,29,63.41107797622681,8471.392061275592,8471.392061275594,2.1472142835423904e-16,36104.0,1.0,1.0,1.0,1.0,1.0
 30,baseline,30,73.6661651134491,8300.292335288888,8300.292335288888,0.0,39931.0,1.0,1.0,1.0,,1.0
 31,baseline,31,34.113643169403076,8472.780799342136,8472.780799342136,0.0,17604.0,1.0,1.0,1.0,,1.0
 32,baseline,32,63.027442932128906,8176.089207977811,8176.089207977811,0.0,35832.0,1.0,1.0,1.0,,1.0
 33,baseline,33,54.692622900009155,8349.997774829048,8349.997774829048,0.0,36893.0,1.0,1.0,1.0,,1.0
 34,baseline,34,73.5447518825531,8228.164027545597,8228.164027545597,0.0,46086.0,1.0,1.0,1.0,,1.0
 35,baseline,35,32.710362911224365,8348.576374334334,8348.576374334334,0.0,17965.0,1.0,1.0,1.0,,1.0
 36,baseline,36,70.76628684997559,8200.622970997243,8200.622970997245,2.2181112459126466e-16,37770.0,1.0,1.0,1.0,1.0,1.0
 37,baseline,37,36.678386926651,8449.787502150532,8449.787502150532,0.0,20885.0,1.0,1.0,1.0,,1.0
 38,baseline,38,86.8393452167511,8323.602064698229,8323.602064698229,0.0,50488.0,1.0,1.0,1.0,,1.0
 39,baseline,39,61.66756081581116,8230.716290385615,8230.716290385615,0.0,34925.0,1.0,1.0,1.0,,1.0
 40,baseline,40,115.80898809432983,8028.769787381955,8028.769787381955,0.0,69443.0,1.0,1.0,1.0,,1.0
 41,baseline,41,59.32002782821655,8214.630250558439,8214.630250558439,0.0,36252.0,1.0,1.0,1.0,,1.0
 42,baseline,42,27.367344856262207,8482.332346423325,8482.332346423327,2.1444448640506932e-16,10937.0,1.0,1.0,1.0,1.0,1.0
 43,baseline,43,42.98321795463562,8350.150643446867,8350.150643446867,0.0,31065.0,1.0,1.0,1.0,,1.0
 44,baseline,44,64.18663907051086,8325.739376420757,8325.739376420757,0.0,37466.0,1.0,1.0,1.0,,1.0
 45,baseline,45,63.78522491455078,8320.79317232281,8320.793440026451,3.217285123971039e-08,38840.0,1.0,1.0,1.0,1.0,1.0
 46,baseline,46,31.455862998962402,8341.756982876166,8341.756982876166,0.0,16130.0,1.0,1.0,1.0,,1.0
 47,baseline,47,39.206948041915894,8206.985832918781,8206.985832918781,0.0,25335.0,1.0,1.0,1.0,,1.0
 48,baseline,48,62.641757011413574,8197.315974091358,8197.315974091358,0.0,54514.0,1.0,1.0,1.0,,1.0
 49,baseline,49,49.18351912498474,8090.681320538064,8090.681320538064,0.0,38800.0,1.0,1.0,1.0,,1.0
--- a/benchmark/stab/ChallengeA/benchmark_ml.csv
+++ b/benchmark/stab/ChallengeA/benchmark_ml.csv
@ -1,151 +0,0 @@
 ,Solver,Instance,Wallclock Time,Lower Bound,Upper Bound,Gap,Nodes,Relative Lower Bound,Relative Upper Bound,Relative Wallclock Time,Relative Gap,Relative Nodes
 0,baseline,0,89.5249240398407,8160.106459602757,8160.106459602757,0.0,50428.0,0.9999999999999999,1.0,924.2902114943435,,50428.0
 1,baseline,1,68.46735715866089,8329.665354500348,8329.665354500348,0.0,36735.0,1.0,1.0090376984767917,344.32872346548237,,816.3333333333334
 2,baseline,2,131.6971151828766,8247.871141626507,8247.871141626507,0.0,77216.0,1.0,1.0022162274368718,953.573952433317,,3676.9523809523807
 3,baseline,3,32.94829607009888,8386.859108879815,8386.859108879815,0.0,17422.0,1.0,1.0,355.8521179348526,,17422.0
 4,baseline,4,80.09613800048828,8197.045478427175,8197.045478427175,0.0,47823.0,1.0,1.0,311.613064562208,,1707.9642857142858
 5,baseline,5,70.24885201454164,8184.416683317541,8184.416683317541,0.0,37633.0,0.9999999999999999,1.0,525.1624903084369,,4181.444444444444
 6,baseline,6,76.99211096763611,8146.291920190362,8146.291920190362,0.0,38061.0,0.9999999999999999,1.0,769.5512234529302,,38061.0
 7,baseline,7,90.94351601600648,8332.628442208696,8332.628442208696,0.0,49185.0,1.0,1.0048882560944687,958.3075896894786,,49185.0
 8,baseline,8,91.29237294197084,8189.394992049158,8189.394992049159,1.1105761813368749e-16,52509.0,1.0,1.0000000000000002,1809.7036902252514,inf,52509.0
 9,baseline,9,59.57663106918335,8264.94306032112,8264.94306032112,0.0,35568.0,1.0,1.0,592.7777627536799,,35568.0
 10,baseline,10,74.44436907768251,8225.694775199881,8225.694775199881,0.0,38905.0,1.0,1.0023427358501626,585.1124155571589,,3536.818181818182
 11,baseline,11,47.8407769203186,8380.21322380759,8380.21322380759,0.0,32029.0,1.0,1.0,544.8893215589155,,32029.0
 12,baseline,12,40.674242973327644,8335.12040209855,8335.120402098551,2.1823192896984264e-16,31346.0,1.0,1.0019781200731899,345.41153746477056,inf,1362.8695652173913
 13,baseline,13,82.80278611183168,8180.950128996085,8180.950128996086,1.111722584091263e-16,45396.0,1.0,1.001565824091247,307.7965272971074,inf,648.5142857142857
 14,baseline,14,89.99744701385498,8335.244300219336,8335.244300219336,0.0,47528.0,1.0,1.0,770.7049722222789,,6789.714285714285
 15,baseline,15,72.18464493751527,8281.242353501702,8281.242353501702,0.0,38504.0,1.0,1.0,1800.7002920237667,,38504.0
 16,baseline,16,42.17434501647949,8269.820198565656,8269.820198565656,0.0,23531.0,1.0,1.000403224416854,1410.6559487069069,,23531.0
 17,baseline,17,65.91456389427185,8349.788875581982,8349.788875581982,0.0,35240.0,1.0,1.0,1182.0078197481776,,35240.0
 18,baseline,18,49.87329697608948,8354.975512102363,8354.975512102363,0.0,31665.0,1.0,1.0,843.6224093499328,,31665.0
 19,baseline,19,80.3313570022583,8148.698058722395,8148.698058722395,0.0,48047.0,1.0,1.000966789196668,580.6596204121938,,1779.5185185185185
 20,baseline,20,34.744563817977905,8254.22546708772,8254.22546708772,0.0,19831.0,1.0,1.004384894337412,508.78858964332596,,19831.0
 21,baseline,21,40.45663404464722,8337.747084077018,8337.747084077018,0.0,18857.0,1.0,1.0,462.30308297552364,,18857.0
 22,baseline,22,59.21903705596924,8372.097133312143,8372.097133312143,0.0,37278.0,1.0,1.0,514.5235539407097,,1433.7692307692307
 23,baseline,23,80.84772300720216,8163.180180623385,8163.180180623385,0.0,50384.0,1.0,1.0036539041416717,1353.8923034540035,,50384.0
 24,baseline,24,79.59622597694397,8251.926305990946,8251.926305990948,2.20432095015834e-16,45222.0,1.0,1.002542812972684,327.00203830964284,inf,674.955223880597
 25,baseline,25,43.39374899864197,8208.77608322561,8208.77608322561,0.0,28242.0,1.0,1.0,203.83643836690354,,641.8636363636364
 26,baseline,26,73.4040129184723,8263.930518826672,8263.930518826672,0.0,41508.0,1.0,1.0,1158.157296819456,,41508.0
 27,baseline,27,68.43603801727295,8198.51655526816,8198.51655526816,0.0,34134.0,1.0,1.0,465.76709499137564,,2007.8823529411766
 28,baseline,28,38.52493691444397,8429.328796791307,8429.328796791307,0.0,23191.0,1.0,1.0,212.3627067143475,,1449.4375
 29,baseline,29,63.411077976226814,8471.392061275592,8471.392061275594,2.1472142835423904e-16,36104.0,1.0,1.00713405678795,422.9829560183529,inf,1504.3333333333333
 30,baseline,30,73.6661651134491,8300.292335288888,8300.292335288888,0.0,39931.0,1.0,1.0,752.156311010492,,3327.5833333333335
 31,baseline,31,34.113643169403076,8472.780799342136,8472.780799342136,0.0,17604.0,0.9999999880202372,1.000000008626077,605.9064481022414,,17604.0
 32,baseline,32,63.0274429321289,8176.089207977811,8176.089207977811,0.0,35832.0,1.0,1.0,938.911818608021,,35832.0
 33,baseline,33,54.692622900009155,8349.997774829048,8349.997774829048,0.0,36893.0,1.0,1.0,470.66514905927494,,36893.0
 34,baseline,34,73.54475188255309,8228.164027545597,8228.164027545597,0.0,46086.0,1.0,1.0,433.74928744081916,,2425.5789473684213
 35,baseline,35,32.710362911224365,8348.576374334334,8348.576374334334,0.0,17965.0,1.0,1.0,544.8268431962766,,17965.0
 36,baseline,36,70.7662868499756,8200.622970997243,8200.622970997245,2.2181112459126463e-16,37770.0,1.0,1.0039798679142482,716.773814957293,inf,37770.0
 37,baseline,37,36.678386926651,8449.787502150532,8449.787502150532,0.0,20885.0,1.0,1.0,239.07327432143046,,835.4
 38,baseline,38,86.8393452167511,8323.602064698229,8323.602064698229,0.0,50488.0,1.0,1.0,791.2621177625805,,50488.0
 39,baseline,39,61.66756081581116,8230.716290385615,8230.716290385615,0.0,34925.0,1.0,1.0,310.21299967617745,,1343.2692307692307
 40,baseline,40,115.80898809432985,8028.769787381955,8028.769787381955,0.0,69443.0,1.0,1.0059686353257602,962.877706084664,,69443.0
 41,baseline,41,59.320027828216546,8214.630250558439,8214.630250558439,0.0,36252.0,1.0,1.0,279.402791487412,,2132.470588235294
 42,baseline,42,27.36734485626221,8482.332346423325,8482.332346423327,2.1444448640506927e-16,10937.0,1.0,1.0,296.90942199552,1.0,10937.0
 43,baseline,43,42.98321795463562,8350.150643446867,8350.150643446867,0.0,31065.0,1.0,1.0,786.6613272710613,,31065.0
 44,baseline,44,64.18663907051085,8325.739376420757,8325.739376420757,0.0,37466.0,1.0,1.0,601.5284689994793,,37466.0
 45,baseline,45,63.78522491455078,8320.793172322808,8320.793440026451,3.2172851239710385e-08,38840.0,0.9999999999999998,1.0000000321728513,716.7763545319855,inf,38840.0
 46,baseline,46,31.4558629989624,8341.756982876166,8341.756982876166,0.0,16130.0,1.0,1.0,613.653265116279,,16130.0
 47,baseline,47,39.20694804191589,8206.985832918781,8206.985832918781,0.0,25335.0,1.0,1.0,280.93451131197753,,25335.0
 48,baseline,48,62.641757011413574,8197.315974091358,8197.315974091358,0.0,54514.0,1.0,1.0073005569898068,261.05295308194985,,746.7671232876712
 49,baseline,49,49.18351912498474,8090.681320538064,8090.681320538064,0.0,38800.0,1.0,1.0026687299831225,375.8371656618988,,38800.0
 50,ml-exact,0,34.49193096160889,8160.106459602758,8160.106459602758,0.0,32951.0,1.0,1.0000000000000002,356.1081397753119,,32951.0
 51,ml-exact,1,39.43942403793335,8329.665354500348,8329.665354500348,0.0,33716.0,1.0,1.0090376984767917,198.34454105955817,,749.2444444444444
 52,ml-exact,2,54.0330810546875,8247.871141626507,8247.871141626507,0.0,48098.0,1.0,1.0022162274368718,391.2351351957892,,2290.3809523809523
 53,ml-exact,3,15.311645030975342,8386.859108879815,8386.859108879815,0.0,10140.0,1.0,1.0,165.37065533668084,,10140.0
 54,ml-exact,4,24.112047910690308,8197.045478427175,8197.045478427175,0.0,32151.0,1.0,1.0,93.80763330031203,,1148.25
 55,ml-exact,5,33.69559407234192,8184.416683317542,8184.416683317542,0.0,31637.0,1.0,1.0000000000000002,251.89966224345207,,3515.222222222222
 56,ml-exact,6,25.395578861236572,8146.291920190363,8146.291920190363,0.0,18684.0,1.0,1.0000000000000002,253.83378293361804,,18684.0
 57,ml-exact,7,45.65329885482788,8332.628442208696,8332.628442208696,0.0,34261.0,1.0,1.0048882560944687,481.0667621344588,,34261.0
 58,ml-exact,8,45.959444999694824,8189.394992049158,8189.394992049158,0.0,32915.0,1.0,1.0,911.0616203340486,,32915.0
 59,ml-exact,9,27.292019844055176,8264.94306032112,8264.94306032112,0.0,22256.0,1.0,1.0,271.551146378204,,22256.0
 60,ml-exact,10,33.28360414505005,8225.694775199881,8225.694775199883,2.2113504734336021e-16,32743.0,1.0,1.0023427358501629,261.6000412259086,inf,2976.6363636363635
 61,ml-exact,11,13.287060976028442,8380.21322380759,8380.21322380759,0.0,15760.0,1.0,1.0,151.33486759210984,,15760.0
 62,ml-exact,12,30.385483980178833,8335.12040209855,8335.12040209855,0.0,26800.0,1.0,1.0019781200731896,258.03791222585767,,1165.2173913043478
 63,ml-exact,13,53.78090000152588,8180.950128996085,8180.950128996085,0.0,38849.0,1.0,1.0015658240912468,199.91566748763452,,554.9857142857143
 64,ml-exact,14,32.64224600791931,8335.244300219336,8335.244300219336,0.0,30763.0,1.0,1.0,279.53616616406106,,4394.714285714285
 65,ml-exact,15,33.97071599960327,8281.242353501702,8281.242353501702,0.0,30903.0,1.0,1.0,847.425075979707,,30903.0
 66,ml-exact,16,34.40068793296814,8269.820198565656,8269.820198565656,0.0,25773.0,1.0,1.000403224416854,1150.6411078414953,,25773.0
 67,ml-exact,17,29.94601798057556,8349.788875581982,8349.788875581982,0.0,26524.0,1.0,1.0,537.0046516599328,,26524.0
 68,ml-exact,18,26.21188998222351,8354.975512102363,8354.975512102363,0.0,23595.0,1.0,1.0,443.3823132050057,,23595.0
 69,ml-exact,19,44.91053318977356,8148.698058722395,8148.698058722396,1.1161227170509796e-16,36233.0,1.0,1.0009667891966683,324.6270712662061,inf,1341.962962962963
 70,ml-exact,20,24.929107904434204,8254.22546708772,8254.225467087721,2.20370695082023e-16,19171.0,1.0,1.0043848943374123,365.0541051029243,inf,19171.0
 71,ml-exact,21,23.808892011642456,8337.747084077018,8337.74708407702,2.1816317827865812e-16,16213.0,1.0,1.0000000000000002,272.0672255399839,inf,16213.0
 72,ml-exact,22,29.496449947357178,8372.097133312143,8372.097133312145,2.1726807209488663e-16,23405.0,1.0,1.0000000000000002,256.27938261145164,inf,900.1923076923077
 73,ml-exact,23,54.53324818611145,8163.180180623385,8163.180180623385,0.0,44205.0,1.0,1.0036539041416717,913.2247916857979,,44205.0
 74,ml-exact,24,35.66223120689392,8251.926305990946,8251.926305990948,2.2043209501583402e-16,30816.0,1.0,1.002542812972684,146.50973902584275,inf,459.94029850746267
 75,ml-exact,25,29.14737296104431,8208.77608322561,8208.776083225612,2.2159081757180675e-16,25610.0,1.0,1.0000000000000002,136.9159574646799,inf,582.0454545454545
 76,ml-exact,26,27.671333074569702,8263.930518826672,8263.930518826672,0.0,19654.0,1.0,1.0,436.59406398705966,,19654.0
 77,ml-exact,27,33.428922176361084,8198.51655526816,8198.51655526816,0.0,34427.0,1.0,1.0,227.5130533834623,,2025.1176470588234
 78,ml-exact,28,26.386518955230713,8429.328796791307,8429.328796791307,0.0,21051.0,1.0,1.0,145.45157072019325,,1315.6875
 79,ml-exact,29,32.452534914016724,8471.392061275592,8471.392061275594,2.1472142835423904e-16,25241.0,1.0,1.00713405678795,216.47430679803114,inf,1051.7083333333333
 80,ml-exact,30,33.65191102027893,8300.292335288888,8300.292335288888,0.0,27290.0,1.0,1.0,343.59732466710483,,2274.1666666666665
 81,ml-exact,31,26.8163058757782,8472.780900844042,8472.780900844042,0.0,17085.0,1.0,1.00000002060584,476.29543885799944,,17085.0
 82,ml-exact,32,27.298824071884155,8176.089207977811,8176.089207977811,0.0,21127.0,1.0,1.0,406.66711773146375,,21127.0
 83,ml-exact,33,27.07152795791626,8349.997774829048,8349.997774829048,0.0,20768.0,1.0,1.0,232.96788608711708,,20768.0
 84,ml-exact,34,51.8715980052948,8228.164027545597,8228.164027545597,0.0,42602.0,1.0,1.0,305.92622991159624,,2242.2105263157896
 85,ml-exact,35,26.559547185897827,8348.576374334334,8348.576374334334,0.0,15315.0,1.0,1.0,442.37828511067517,,15315.0
 86,ml-exact,36,42.17573404312134,8200.622970997243,8200.622970997245,2.2181112459126466e-16,32284.0,1.0,1.0039798679142482,427.1873392594525,inf,32284.0
 87,ml-exact,37,20.249451875686646,8449.787502150532,8449.787502150532,0.0,13815.0,1.0,1.0,131.9878862943405,,552.6
 88,ml-exact,38,34.309616804122925,8323.602064698229,8323.602064698229,0.0,31546.0,1.0,1.0,312.62211828396147,,31546.0
 89,ml-exact,39,28.144772052764893,8230.716290385615,8230.716290385615,0.0,22759.0,1.0,1.0,141.57969032969933,,875.3461538461538
 90,ml-exact,40,54.61736702919006,8028.769787381955,8028.769787381955,0.0,46343.0,1.0,1.0059686353257602,454.1084931561159,,46343.0
 91,ml-exact,41,30.99381184577942,8214.630250558439,8214.630250558439,0.0,28492.0,1.0,1.0,145.98370677815547,,1676.0
 92,ml-exact,42,19.046553134918213,8482.332346423325,8482.332346423327,2.1444448640506932e-16,9292.0,1.0,1.0,206.6368188802036,1.0000000000000002,9292.0
 93,ml-exact,43,29.105360984802246,8350.150643446867,8350.150643446867,0.0,24245.0,1.0,1.0,532.674448133975,,24245.0
 94,ml-exact,44,28.813607215881348,8325.739376420757,8325.739376420757,0.0,22941.0,1.0,1.0,270.0282377440192,,22941.0
 95,ml-exact,45,39.90794801712036,8320.79317232281,8320.79317232281,0.0,33304.0,1.0,1.0,448.459240127851,,33304.0
 96,ml-exact,46,23.966022968292236,8341.756982876166,8341.756982876166,0.0,16789.0,1.0,1.0,467.53853953488374,,16789.0
 97,ml-exact,47,27.642159938812256,8206.985832918781,8206.985832918781,0.0,24637.0,1.0,1.0,198.0678701569822,,24637.0
 98,ml-exact,48,33.94082999229431,8197.315974091358,8197.315974091358,0.0,33963.0,1.0,1.0073005569898068,141.44484960609344,,465.24657534246575
 99,ml-exact,49,37.428488969802856,8090.681320538064,8090.681320538064,0.0,39891.0,1.0,1.0026687299831225,286.0107910064622,,39891.0
 100,ml-heuristic,0,0.09685802459716797,8160.106459602758,8160.106459602758,0.0,1.0,1.0,1.0000000000000002,1.0,,1.0
 101,ml-heuristic,1,0.19884300231933594,8255.05862375065,8255.05862375065,0.0,45.0,0.9910432499296759,1.0,1.0,,1.0
 102,ml-heuristic,2,0.1381089687347412,8229.632404496291,8229.632404496293,2.210292409357245e-16,21.0,0.9977886733658864,1.0,1.0,inf,1.0
 103,ml-heuristic,3,0.0925898551940918,8386.859108879815,8386.859108879815,0.0,1.0,1.0,1.0,1.0,,1.0
 104,ml-heuristic,4,0.2570371627807617,8197.045478427175,8197.045478427175,0.0,28.0,1.0,1.0,1.0,,1.0
 105,ml-heuristic,5,0.13376593589782715,8184.416683317542,8184.416683317542,0.0,9.0,1.0,1.0000000000000002,1.0,,1.0
 106,ml-heuristic,6,0.10004806518554688,8146.291920190363,8146.291920190363,0.0,1.0,1.0,1.0000000000000002,1.0,,1.0
 107,ml-heuristic,7,0.09490013122558594,8292.094560437725,8292.094560437725,0.0,1.0,0.9951355227162599,1.0,1.0,,1.0
 108,ml-heuristic,8,0.0504460334777832,8189.394992049158,8189.39499204916,2.22115236267375e-16,1.0,1.0,1.0000000000000002,1.0,inf,1.0
 109,ml-heuristic,9,0.10050415992736816,8264.94306032112,8265.728238597903,9.500105095127722e-05,1.0,1.0,1.0000950010509513,1.0,inf,1.0
 110,ml-heuristic,10,0.12723088264465332,8206.469185635438,8206.469185635438,0.0,11.0,0.9976627397332555,1.0,1.0,,1.0
 111,ml-heuristic,11,0.087799072265625,8380.21322380759,8380.213223807592,2.1705765175261136e-16,1.0,1.0,1.0000000000000002,1.0,inf,1.0
 112,ml-heuristic,12,0.11775588989257812,8318.665083714313,8318.665083714313,0.0,23.0,0.9980257851608126,1.0,1.0,,1.0
 113,ml-heuristic,13,0.26901793479919434,8168.160226931591,8168.160226931591,0.0,70.0,0.9984366238807443,1.0,1.0,,1.0
 114,ml-heuristic,14,0.11677289009094238,8335.244300219336,8335.244300219336,0.0,7.0,1.0,1.0,1.0,,1.0
 115,ml-heuristic,15,0.040086984634399414,8281.242353501702,8281.242353501702,0.0,1.0,1.0,1.0,1.0,,1.0
 116,ml-heuristic,16,0.029896974563598633,8266.48694918614,8266.48694918614,0.0,1.0,0.9995969381075426,1.0,1.0,,1.0
 117,ml-heuristic,17,0.05576491355895996,8349.788875581982,8349.788875581982,0.0,1.0,1.0,1.0,1.0,,1.0
 118,ml-heuristic,18,0.059118032455444336,8354.975512102363,8354.975512102363,0.0,1.0,1.0,1.0,1.0,,1.0
 119,ml-heuristic,19,0.13834500312805176,8140.8275945520445,8140.8275945520445,0.0,27.0,0.9990341445819156,1.0,1.0,,1.0
 120,ml-heuristic,20,0.06828880310058594,8218.189574160206,8218.189574160206,0.0,1.0,0.9956342490193416,1.0,1.0,,1.0
 121,ml-heuristic,21,0.08751106262207031,8337.747084077018,8337.747084077018,0.0,1.0,1.0,1.0,1.0,,1.0
 122,ml-heuristic,22,0.11509490013122559,8372.097133312143,8372.097133312143,0.0,26.0,1.0,1.0,1.0,,1.0
 123,ml-heuristic,23,0.05971503257751465,8133.46129271979,8133.46129271979,0.0,1.0,0.9963593982680748,1.0,1.0,,1.0
 124,ml-heuristic,24,0.24341201782226562,8230.99642151221,8230.99642151221,0.0,67.0,0.9974636365252632,1.0,1.0,,1.0
 125,ml-heuristic,25,0.21288514137268066,8208.77608322561,8208.77608322561,0.0,44.0,1.0,1.0,1.0,,1.0
 126,ml-heuristic,26,0.06338000297546387,8263.930518826672,8263.930518826672,0.0,1.0,1.0,1.0,1.0,,1.0
 127,ml-heuristic,27,0.14693188667297363,8198.51655526816,8198.51655526816,0.0,17.0,1.0,1.0,1.0,,1.0
 128,ml-heuristic,28,0.1814110279083252,8429.328796791307,8429.328796791307,0.0,16.0,1.0,1.0,1.0,,1.0
 129,ml-heuristic,29,0.14991402626037598,8411.384764698932,8411.384764698932,0.0,24.0,0.99291647746408,1.0,1.0,,1.0
 130,ml-heuristic,30,0.09793996810913086,8300.292335288888,8300.292335288888,0.0,12.0,1.0,1.0,1.0,,1.0
 131,ml-heuristic,31,0.05630183219909668,8472.780726255278,8472.780726255278,0.0,1.0,0.9999999793941604,1.0,1.0,,1.0
 132,ml-heuristic,32,0.06712818145751953,8176.089207977811,8176.089207977811,0.0,1.0,1.0,1.0,1.0,,1.0
 133,ml-heuristic,33,0.11620283126831055,8349.997774829048,8349.997774829048,0.0,1.0,1.0,1.0,1.0,,1.0
 134,ml-heuristic,34,0.1695559024810791,8228.164027545597,8228.164027545597,0.0,19.0,1.0,1.0,1.0,,1.0
 135,ml-heuristic,35,0.060038089752197266,8348.576374334334,8348.576374334334,0.0,1.0,1.0,1.0,1.0,,1.0
 136,ml-heuristic,36,0.09872889518737793,8168.114952378382,8168.114952378382,0.0,1.0,0.9960359086457419,1.0,1.0,,1.0
 137,ml-heuristic,37,0.15341901779174805,8449.787502150532,8449.787502150532,0.0,25.0,1.0,1.0,1.0,,1.0
 138,ml-heuristic,38,0.10974788665771484,8323.602064698229,8323.602064698229,0.0,1.0,1.0,1.0,1.0,,1.0
 139,ml-heuristic,39,0.1987910270690918,8230.716290385615,8230.716290385615,0.0,26.0,1.0,1.0,1.0,,1.0
 140,ml-heuristic,40,0.12027382850646973,7981.13331314949,7981.13331314949,0.0,1.0,0.9940667779131829,1.0,1.0,,1.0
 141,ml-heuristic,41,0.2123100757598877,8214.630250558439,8214.630250558439,0.0,17.0,1.0,1.0,1.0,,1.0
 142,ml-heuristic,42,0.09217405319213867,8482.332346423325,8482.332346423327,2.1444448640506932e-16,1.0,1.0,1.0,1.0,1.0000000000000002,1.0
 143,ml-heuristic,43,0.05464005470275879,8350.150643446867,8350.150643446867,0.0,1.0,1.0,1.0,1.0,,1.0
 144,ml-heuristic,44,0.10670590400695801,8325.739376420757,8325.739376420757,0.0,1.0,1.0,1.0,1.0,,1.0
 145,ml-heuristic,45,0.0889890193939209,8320.79317232281,8320.79317232281,0.0,1.0,1.0,1.0,1.0,,1.0
 146,ml-heuristic,46,0.05125999450683594,8341.756982876166,8341.756982876166,0.0,1.0,1.0,1.0,1.0,,1.0
 147,ml-heuristic,47,0.13955903053283691,8206.985832918781,8206.985832918781,0.0,1.0,1.0,1.0,1.0,,1.0
 148,ml-heuristic,48,0.2399580478668213,8137.904736782855,8137.904736782855,0.0,73.0,0.9927523548566044,1.0,1.0,,1.0
 149,ml-heuristic,49,0.13086390495300293,8069.146946144667,8069.146946144667,0.0,1.0,0.9973383731801755,1.0,1.0,,1.0
--- a/benchmark/stab/ChallengeA/performance.png
+++ b/benchmark/stab/ChallengeA/performance.png
--- a/benchmark/tsp/ChallengeA/benchmark_baseline.csv
+++ b/benchmark/tsp/ChallengeA/benchmark_baseline.csv
@ -1,51 +0,0 @@
 ,Solver,Instance,Wallclock Time,Lower Bound,Upper Bound,Gap,Nodes,Mode,Sense,Predicted LB,Predicted UB,Relative Lower Bound,Relative Upper Bound,Relative Wallclock Time,Relative Gap,Relative Nodes
 0,baseline,0,29.597511053085327,13540.0,13540.0,0.0,1488.0,exact,min,,,1.0,1.0,1.0,,1.0
 1,baseline,1,100.47623896598816,13567.0,13567.0,0.0,5209.0,exact,min,,,1.0,1.0,1.0,,1.0
 2,baseline,2,95.63535189628601,13562.0,13562.0,0.0,5738.0,exact,min,,,1.0,1.0,1.0,,1.0
 3,baseline,3,116.40385484695435,13522.0,13522.0,0.0,4888.0,exact,min,,,1.0,1.0,1.0,,1.0
 4,baseline,4,52.82231903076172,13534.0,13534.0,0.0,2432.0,exact,min,,,1.0,1.0,1.0,,1.0
 5,baseline,5,130.4400429725647,13532.0,13532.0,0.0,5217.0,exact,min,,,1.0,1.0,1.0,,1.0
 6,baseline,6,138.90338110923767,13535.0,13535.0,0.0,5910.0,exact,min,,,1.0,1.0,1.0,,1.0
 7,baseline,7,162.50647616386414,13613.0,13613.0,0.0,5152.0,exact,min,,,1.0,1.0,1.0,,1.0
 8,baseline,8,135.88944792747498,13579.999997631374,13579.999997631372,-1.3394620057902246e-16,6720.0,exact,min,,,1.0,1.0,1.0,1.0,1.0
 9,baseline,9,62.36928915977478,13583.999994506432,13583.999994506432,0.0,3583.0,exact,min,,,1.0,1.0,1.0,,1.0
 10,baseline,10,248.86321592330933,13577.0,13578.0,7.365397363187744e-05,13577.0,exact,min,,,1.0,1.0,1.0,1.0,1.0
 11,baseline,11,64.44093084335327,13574.999997985586,13574.999997985586,0.0,3149.0,exact,min,,,1.0,1.0,1.0,,1.0
 12,baseline,12,74.64304614067078,13544.0,13544.0,0.0,4925.0,exact,min,,,1.0,1.0,1.0,,1.0
 13,baseline,13,60.252323150634766,13534.0,13534.0,0.0,4007.0,exact,min,,,1.0,1.0,1.0,,1.0
 14,baseline,14,151.05377101898193,13550.0,13551.0,7.380073800738008e-05,5389.0,exact,min,,,1.0,1.0,1.0,1.0,1.0
 15,baseline,15,94.33260798454285,13593.0,13594.0,7.356727727506805e-05,4240.0,exact,min,,,1.0,1.0,1.0,1.0,1.0
 16,baseline,16,112.65512180328369,13594.0,13594.0,0.0,5678.0,exact,min,,,1.0,1.0,1.0,,1.0
 17,baseline,17,94.68812704086304,13543.0,13543.0,0.0,4110.0,exact,min,,,1.0,1.0,1.0,,1.0
 18,baseline,18,119.84407782554626,13525.0,13525.0,0.0,4925.0,exact,min,,,1.0,1.0,1.0,,1.0
 19,baseline,19,96.70060396194458,13564.0,13564.0,0.0,4242.0,exact,min,,,1.0,1.0,1.0,,1.0
 20,baseline,20,206.73002099990845,13569.0,13569.0,0.0,5164.0,exact,min,,,1.0,1.0,1.0,,1.0
 21,baseline,21,101.60346388816833,13566.0,13566.0,0.0,3797.0,exact,min,,,1.0,1.0,1.0,,1.0
 22,baseline,22,39.24613690376282,13565.0,13565.0,0.0,1434.0,exact,min,,,1.0,1.0,1.0,,1.0
 23,baseline,23,89.74621176719666,13580.0,13580.0,0.0,3758.0,exact,min,,,1.0,1.0,1.0,,1.0
 24,baseline,24,69.45808696746826,13542.999999999996,13542.999999999998,1.343121467581671e-16,3608.0,exact,min,,,1.0,1.0,1.0,1.0,1.0
 25,baseline,25,130.97386503219604,13542.0,13542.0,0.0,6687.0,exact,min,,,1.0,1.0,1.0,,1.0
 26,baseline,26,98.3358142375946,13531.999999377458,13531.99999937746,1.3442132749257606e-16,5284.0,exact,min,,,1.0,1.0,1.0,1.0,1.0
 27,baseline,27,101.37863302230835,13521.0,13522.0,7.395902669920864e-05,3512.0,exact,min,,,1.0,1.0,1.0,1.0,1.0
 28,baseline,28,47.17776012420654,13571.0,13571.0,0.0,2742.0,exact,min,,,1.0,1.0,1.0,,1.0
 29,baseline,29,122.19579315185547,13594.0,13594.9999861121,7.356084390904645e-05,5138.0,exact,min,,,1.0,1.0,1.0,1.0,1.0
 30,baseline,30,159.65594601631165,13577.0,13577.0,0.0,5170.0,exact,min,,,1.0,1.0,1.0,,1.0
 31,baseline,31,64.20995998382568,13582.0,13582.0,0.0,2716.0,exact,min,,,1.0,1.0,1.0,,1.0
 32,baseline,32,73.25116801261902,13523.0,13524.0,7.394808844191378e-05,2705.0,exact,min,,,1.0,1.0,1.0,1.0,1.0
 33,baseline,33,73.00323796272278,13548.0,13548.0,0.0,3823.0,exact,min,,,1.0,1.0,1.0,,1.0
 34,baseline,34,75.30102896690369,13557.0,13557.0,0.0,2495.0,exact,min,,,1.0,1.0,1.0,,1.0
 35,baseline,35,95.78053402900696,13567.999997100109,13567.999997100109,0.0,5380.0,exact,min,,,1.0,1.0,1.0,,1.0
 36,baseline,36,59.77940106391907,13553.999999666667,13553.999999666667,0.0,2236.0,exact,min,,,1.0,1.0,1.0,,1.0
 37,baseline,37,111.62521696090698,13532.0,13532.0,0.0,4730.0,exact,min,,,1.0,1.0,1.0,,1.0
 38,baseline,38,101.59809303283691,13514.0,13514.0,0.0,4724.0,exact,min,,,1.0,1.0,1.0,,1.0
 39,baseline,39,136.7306661605835,13538.0,13538.0,0.0,5301.0,exact,min,,,1.0,1.0,1.0,,1.0
 40,baseline,40,96.18307614326477,13578.0,13578.0,0.0,5286.0,exact,min,,,1.0,1.0,1.0,,1.0
 41,baseline,41,193.25571990013123,13526.0,13526.0,0.0,8946.0,exact,min,,,1.0,1.0,1.0,,1.0
 42,baseline,42,98.80436420440674,13529.0,13529.0,0.0,2757.0,exact,min,,,1.0,1.0,1.0,,1.0
 43,baseline,43,91.02266597747803,13565.0,13565.0,0.0,4119.0,exact,min,,,1.0,1.0,1.0,,1.0
 44,baseline,44,44.981120109558105,13553.0,13553.0,0.0,1975.0,exact,min,,,1.0,1.0,1.0,,1.0
 45,baseline,45,99.74598288536072,13521.0,13521.0,0.0,5262.0,exact,min,,,1.0,1.0,1.0,,1.0
 46,baseline,46,70.65784502029419,13542.99999940547,13542.99999940547,0.0,3270.0,exact,min,,,1.0,1.0,1.0,,1.0
 47,baseline,47,62.16441297531128,13564.0,13564.0,0.0,3631.0,exact,min,,,1.0,1.0,1.0,,1.0
 48,baseline,48,190.54906916618347,13552.0,13552.0,0.0,9373.0,exact,min,,,1.0,1.0,1.0,,1.0
 49,baseline,49,73.46178817749023,13524.0,13524.0,0.0,4053.0,exact,min,,,1.0,1.0,1.0,,1.0
--- a/benchmark/tsp/ChallengeA/benchmark_ml.csv
+++ b/benchmark/tsp/ChallengeA/benchmark_ml.csv
@ -1,151 +0,0 @@
 ,Solver,Instance,Wallclock Time,Lower Bound,Upper Bound,Gap,Nodes,Mode,Sense,Predicted LB,Predicted UB,Relative Lower Bound,Relative Upper Bound,Relative Wallclock Time,Relative Gap,Relative Nodes
 0,baseline,0,29.597511053085327,13540.0,13540.0,0.0,1488.0,exact,min,,,1.0,1.0,26.86009340160744,,1488.0
 1,baseline,1,100.47623896598816,13567.0,13567.0,0.0,5209.0,exact,min,,,1.0,1.0,199.7436260690364,,5209.0
 2,baseline,2,95.635351896286,13562.0,13562.0,0.0,5738.0,exact,min,,,0.9999262699992627,1.0,52.66283965751092,,14.133004926108374
 3,baseline,3,116.40385484695436,13522.0,13522.0,0.0,4888.0,exact,min,,,1.0,1.0,32.32019218153368,,4888.0
 4,baseline,4,52.82231903076172,13534.0,13534.0,0.0,2432.0,exact,min,,,1.0,1.0,58.92863357290153,,10.57391304347826
 5,baseline,5,130.4400429725647,13532.0,13532.0,0.0,5217.0,exact,min,,,1.0,1.0,77.40752944139346,,115.93333333333334
 6,baseline,6,138.9033811092377,13535.0,13535.0,0.0,5910.0,exact,min,,,1.0,1.0000000000688192,77.01429912590677,,8.288920056100983
 7,baseline,7,162.5064761638641,13613.0,13613.0,0.0,5152.0,exact,min,,,1.0,1.0,99.48098992115096,,20.363636363636363
 8,baseline,8,135.88944792747498,13579.999997631374,13579.999997631372,-1.3394620057902246e-16,6720.0,exact,min,,,0.9999999998255799,1.0,59.017368737577044,1.0,11.893805309734514
 9,baseline,9,62.36928915977478,13583.999994506434,13583.999994506434,0.0,3583.0,exact,min,,,0.9999999995955855,1.0,10.957478805772942,,13.941634241245136
 10,baseline,10,248.86321592330933,13577.0,13578.0,7.365397363187744e-05,13577.0,exact,min,,,0.9999263514508764,1.0,84.90020779976263,inf,20.95216049382716
 11,baseline,11,64.44093084335327,13574.999997985586,13574.999997985586,0.0,3149.0,exact,min,,,1.0,1.0,40.90397152451879,,3149.0
 12,baseline,12,74.64304614067079,13544.0,13544.0,0.0,4925.0,exact,min,,,1.0,1.0,86.04782361214066,,4925.0
 13,baseline,13,60.25232315063477,13534.0,13534.0,0.0,4007.0,exact,min,,,1.0,1.0,25.318911215893348,,4007.0
 14,baseline,14,151.0537710189819,13550.0,13551.0,7.380073800738008e-05,5389.0,exact,min,,,0.9999262047081396,1.0,66.91125769399989,inf,74.84722222222223
 15,baseline,15,94.33260798454285,13593.0,13594.0,7.356727727506805e-05,4240.0,exact,min,,,0.9999264381344711,1.0,38.51179927436251,inf,12.011331444759207
 16,baseline,16,112.65512180328369,13594.0,13594.0,0.0,5678.0,exact,min,,,1.0,1.0,77.31705863554674,,14.159600997506235
 17,baseline,17,94.68812704086305,13543.0,13543.0,0.0,4110.0,exact,min,,,1.0,1.0,42.677072694980595,,37.706422018348626
 18,baseline,18,119.84407782554626,13525.0,13525.0,0.0,4925.0,exact,min,,,1.0,1.0,277.4617640532422,,4925.0
 19,baseline,19,96.70060396194458,13564.0,13564.0,0.0,4242.0,exact,min,,,1.0,1.0,65.06829984584466,,212.1
 20,baseline,20,206.73002099990845,13569.0,13569.0,0.0,5164.0,exact,min,,,1.0,1.0,165.1539992327885,,5164.0
 21,baseline,21,101.60346388816832,13566.0,13566.0,0.0,3797.0,exact,min,,,1.0,1.0,70.84710384515891,,15.434959349593496
 22,baseline,22,39.246136903762824,13565.0,13565.0,0.0,1434.0,exact,min,,,1.0,1.0,30.91644064571905,,1434.0
 23,baseline,23,89.74621176719666,13580.0,13580.0,0.0,3758.0,exact,min,,,1.0,1.0,44.49311196559062,,67.10714285714286
 24,baseline,24,69.45808696746826,13542.999999999995,13542.999999999998,1.343121467581671e-16,3608.0,exact,min,,,0.9999999999999996,1.0,42.55165506627291,inf,3608.0
 25,baseline,25,130.97386503219604,13542.0,13542.0,0.0,6687.0,exact,min,,,1.0,1.0,96.75237348307111,,6687.0
 26,baseline,26,98.33581423759459,13531.999999377458,13531.999999377458,1.3442132749257606e-16,5284.0,exact,min,,,0.9999999999539948,1.0,43.94880897162418,inf,5284.0
 27,baseline,27,101.37863302230836,13521.0,13522.0,7.395902669920864e-05,3512.0,exact,min,,,0.9999260464428339,1.0,71.28055311506921,inf,3512.0
 28,baseline,28,47.17776012420654,13571.0,13571.0,0.0,2742.0,exact,min,,,1.0,1.0,42.99836374991145,,182.8
 29,baseline,29,122.19579315185548,13594.0,13594.9999861121,7.356084390904645e-05,5138.0,exact,min,,,0.9999264435454212,1.0,105.57202248105209,inf,5138.0
 30,baseline,30,159.65594601631162,13577.0,13577.0,0.0,5170.0,exact,min,,,1.0,1.0,86.70719628520685,,206.8
 31,baseline,31,64.20995998382568,13582.0,13582.0,0.0,2716.0,exact,min,,,1.0,1.0,22.238063526379513,,90.53333333333333
 32,baseline,32,73.25116801261902,13523.0,13524.0,7.394808844191378e-05,2705.0,exact,min,,,0.9999260573794735,1.0,97.84536245319715,inf,40.984848484848484
 33,baseline,33,73.00323796272278,13548.0,13548.0,0.0,3823.0,exact,min,,,1.0,1.0,35.56819949839414,,4.0115424973767055
 34,baseline,34,75.30102896690369,13557.0,13557.0,0.0,2495.0,exact,min,,,1.0,1.0,33.9975137664807,,31.1875
 35,baseline,35,95.78053402900696,13567.999997100107,13567.999997100107,0.0,5380.0,exact,min,,,0.9999999997862696,1.0,91.7838074273266,,12.089887640449438
 36,baseline,36,59.77940106391907,13553.999999666668,13553.999999666668,0.0,2236.0,exact,min,,,0.9999999999754071,1.000000000068143,80.66210177722816,,17.746031746031747
 37,baseline,37,111.62521696090698,13532.0,13532.0,0.0,4730.0,exact,min,,,1.0,1.0,44.52758005552085,,44.205607476635514
 38,baseline,38,101.59809303283691,13514.0,13514.0,0.0,4724.0,exact,min,,,1.0,1.0,67.8739169651946,,4724.0
 39,baseline,39,136.7306661605835,13538.0,13538.0,0.0,5301.0,exact,min,,,1.0,1.0,80.14397099282577,,35.10596026490066
 40,baseline,40,96.18307614326477,13578.0,13578.0,0.0,5286.0,exact,min,,,1.0,1.0,51.5351421556022,,5286.0
 41,baseline,41,193.25571990013125,13526.0,13526.0,0.0,8946.0,exact,min,,,1.0,1.0,76.43245706873643,,8946.0
 42,baseline,42,98.80436420440674,13529.0,13529.0,0.0,2757.0,exact,min,,,0.9999999999999999,1.0,35.10803321142842,,58.659574468085104
 43,baseline,43,91.02266597747804,13565.0,13565.0,0.0,4119.0,exact,min,,,1.0,1.0,12.480728782988091,,15.426966292134832
 44,baseline,44,44.981120109558105,13553.0,13553.0,0.0,1975.0,exact,min,,,1.0,1.0,25.092447494113404,,1975.0
 45,baseline,45,99.74598288536072,13521.0,13521.0,0.0,5262.0,exact,min,,,1.0,1.0,39.85221202580209,,5262.0
 46,baseline,46,70.65784502029419,13542.99999940547,13542.99999940547,0.0,3270.0,exact,min,,,0.9999999999561006,1.0,45.453685199539756,,3270.0
 47,baseline,47,62.16441297531128,13564.0,13564.0,0.0,3631.0,exact,min,,,1.0,1.0,20.033164659276355,,3631.0
 48,baseline,48,190.54906916618347,13552.0,13552.0,0.0,9373.0,exact,min,,,1.0,1.0,103.71179496429484,,9373.0
 49,baseline,49,73.46178817749023,13524.0,13524.0,0.0,4053.0,exact,min,,,1.0,1.0,26.241432260088718,,8.966814159292035
 50,ml-exact,0,11.3649320602417,13540.0,13540.0,0.0,1.0,exact,min,13534.675569817877,13534.83622755677,1.0,1.0,10.31381105301398,,1.0
 51,ml-exact,1,10.329864025115967,13567.0,13567.0,0.0,1.0,exact,min,13566.029921819729,13566.142424385062,1.0,1.0,20.535447170501705,,1.0
 52,ml-exact,2,12.315430164337158,13562.0,13562.0,0.0,406.0,exact,min,13545.26825630499,13545.412645404165,0.9999262699992627,1.0,6.78165041689932,,1.0
 53,ml-exact,3,12.996630907058716,13522.0,13522.0,0.0,37.0,exact,min,13513.490196843653,13513.683391861978,1.0,1.0,3.6085884714116796,,37.0
 54,ml-exact,4,11.032249212265015,13534.0,13534.0,0.0,230.0,exact,min,13552.471283116225,13552.604609540394,1.0,1.0,12.307588595947369,,1.0
 55,ml-exact,5,13.653040885925293,13532.0,13532.0,0.0,45.0,exact,min,13557.55577263004,13557.681290107144,1.0,1.0,8.102175836940628,,1.0
 56,ml-exact,6,16.461652040481567,13535.0,13535.0,0.0,1805.0,exact,min,13536.370399655816,13536.528454412353,1.0,1.0000000000688192,9.127082323181316,,2.5315568022440393
 57,ml-exact,7,13.48779296875,13613.0,13613.0,0.0,253.0,exact,min,13595.689443983643,13595.75639435777,1.0,1.0,8.256772456439219,,1.0
 58,ml-exact,8,14.816275835037231,13580.0,13580.0,0.0,565.0,exact,min,13588.910124631891,13588.987486935437,1.0,1.0000000001744203,6.434771997460219,-0.0,1.0
 59,ml-exact,9,14.60462999343872,13584.0,13584.0,0.0,257.0,exact,min,13569.84328895509,13569.949934810124,1.0,1.0000000004044145,2.565844917829724,,1.0
 60,ml-exact,10,14.660763025283813,13578.0,13578.0,0.0,648.0,exact,min,13568.148459117152,13568.25770795454,1.0,1.0,5.0015500391718986,,1.0
 61,ml-exact,11,10.747740983963013,13574.0,13574.999999323794,7.36702021360194e-05,1.0,exact,min,13564.758799441275,13564.873254243374,0.9999263353233345,1.000000000098579,6.822143712194244,inf,1.0
 62,ml-exact,12,11.216827154159546,13544.0,13544.0,0.0,1.0,exact,min,13538.912644412721,13539.06679469573,1.0,1.0,12.930656160923881,,1.0
 63,ml-exact,13,10.66540789604187,13534.0,13534.0,0.0,1.0,exact,min,13559.674309927463,13559.796573676624,1.0,1.0,4.4817610588402195,,1.0
 64,ml-exact,14,12.637185096740723,13551.0,13551.0,0.0,72.0,exact,min,13548.657915980866,13548.797099115332,1.0,1.0,5.597807607388606,,1.0
 65,ml-exact,15,15.559112071990967,13594.0,13594.0,0.0,353.0,exact,min,13560.52172484643,13560.642687104417,1.0,1.0,6.352091962749635,,1.0
 66,ml-exact,16,14.185301065444946,13594.0,13594.0,0.0,500.0,exact,min,13552.89499057571,13553.027666254291,1.0,1.0,9.735604885812853,,1.2468827930174564
 67,ml-exact,17,12.099143028259277,13543.0,13543.0,0.0,109.0,exact,min,13535.522984736846,13535.682340984562,1.0,1.0,5.453228643345678,,1.0
 68,ml-exact,18,9.592709064483643,13525.0,13525.0,0.0,1.0,exact,min,13525.777713168703,13525.952036564957,1.0,1.0,22.208940377976713,,1.0
 69,ml-exact,19,15.68299388885498,13564.0,13564.0,0.0,20.0,exact,min,13560.098017386947,13560.21963039052,1.0,1.0,10.55283738705663,,1.0
 70,ml-exact,20,11.181609153747559,13569.0,13569.0,0.0,1.0,exact,min,13549.92903835932,13550.06626925702,1.0,1.0,8.932846137524376,,1.0
 71,ml-exact,21,12.961982011795044,13566.0,13566.0,0.0,246.0,exact,min,13553.742405494679,13553.873779682082,1.0,1.0,9.038263563922284,,1.0
 72,ml-exact,22,10.162704944610596,13564.0,13565.0,7.372456502506635e-05,1.0,exact,min,13551.200160737772,13551.335439398708,0.9999262808698858,1.0,8.005747546324356,inf,1.0
 73,ml-exact,23,14.439340114593506,13580.0,13580.0,0.0,56.0,exact,min,13560.945432305916,13561.065743818312,1.0,1.0,7.158532530536033,,1.0
 74,ml-exact,24,8.9430251121521,13543.0,13543.0,0.0,1.0,exact,min,13545.691963764473,13545.835702118062,1.0,1.0000000000000002,5.478707180627428,,1.0
 75,ml-exact,25,11.13078498840332,13542.0,13542.0,0.0,1.0,exact,min,13528.31995792561,13528.490376848333,1.0,1.0,8.222479088427512,,1.0
 76,ml-exact,26,10.45563006401062,13532.0,13532.0,0.0,1.0,exact,min,13538.488936953237,13538.643737981833,1.0,1.0000000000460052,4.67289046136253,,1.0
 77,ml-exact,27,12.658456087112427,13522.0,13522.0,0.0,1.0,exact,min,13537.641522034268,13537.797624554041,1.0,1.0,8.900314835312852,,1.0
 78,ml-exact,28,11.49683690071106,13571.0,13571.0,0.0,15.0,exact,min,13560.098017386947,13560.21963039052,1.0,1.0,10.478351955003774,,1.0
 79,ml-exact,29,10.038163900375366,13594.0,13595.0,7.356186552890981e-05,1.0,exact,min,13571.961826252513,13572.065218379603,0.9999264435454212,1.0000000010215446,8.672551138007995,inf,1.0
 80,ml-exact,30,10.994755983352661,13576.0,13577.0,7.365939893930465e-05,25.0,exact,min,13559.250602467977,13559.373516962729,0.9999263460263681,1.0,5.971117825195893,inf,1.0
 81,ml-exact,31,12.409696102142334,13581.0,13582.0,7.363228039172373e-05,30.0,exact,min,13583.401927658593,13583.48774965479,0.9999263731409218,1.0,4.297894132499397,inf,1.0
 82,ml-exact,32,11.40560007095337,13524.0,13524.0,0.0,98.0,exact,min,13535.522984736846,13535.682340984562,1.0,1.0,15.235048166691241,,1.4848484848484849
 83,ml-exact,33,14.968575954437256,13548.0,13548.0,0.0,953.0,exact,min,13552.89499057571,13553.027666254291,1.0,1.0,7.292899748174851,,1.0
 84,ml-exact,34,10.275269031524658,13557.0,13557.0,0.0,80.0,exact,min,13543.573426467052,13543.720418548583,1.0,1.0,4.63916104661852,,1.0
 85,ml-exact,35,13.136114120483398,13568.0,13568.0,0.0,445.0,exact,min,13544.42084138602,13544.566531976374,1.0,1.0000000002137304,12.587970833538003,,1.0
 86,ml-exact,36,11.606173992156982,13553.999998743056,13553.999998743056,0.0,164.0,exact,min,13525.354005709218,13525.528979851062,0.9999999999072641,1.0,15.660551479908223,,1.3015873015873016
 87,ml-exact,37,15.051767110824585,13532.0,13532.0,0.0,107.0,exact,min,13539.336351872207,13539.489851409624,1.0,1.0,6.004187792432415,,1.0
 88,ml-exact,38,10.445327997207642,13514.0,13514.0,0.0,1.0,exact,min,13529.591080304062,13529.75954699002,1.0,1.0,6.978136144027363,,1.0
 89,ml-exact,39,12.747802019119263,13538.0,13538.0,0.0,151.0,exact,min,13537.217814574784,13537.374567840145,1.0,1.0,7.472058053477855,,1.0
 90,ml-exact,40,14.315036058425903,13578.0,13578.0,0.0,1.0,exact,min,13566.877336738698,13566.988537812853,1.0,1.0,7.670033521642671,,1.0
 91,ml-exact,41,10.27357292175293,13525.0,13526.0,7.393715341959335e-05,1.0,exact,min,13521.540638573859,13521.721469426,0.9999260683128789,1.0,4.063188513593281,inf,1.0
 92,ml-exact,42,12.76089596748352,13529.0,13529.0,0.0,47.0,exact,min,13530.014787763548,13530.182603703915,0.9999999999999999,1.0,4.534313469262858,,1.0
 93,ml-exact,43,16.610208988189697,13565.0,13565.0,0.0,267.0,exact,min,13560.945432305916,13561.065743818312,1.0,1.0,2.2775372615612164,,1.0
 94,ml-exact,44,9.052951097488403,13553.0,13553.0,0.0,1.0,exact,min,13571.114411333543,13571.219104951811,1.0,1.0,5.050134356975125,,1.0
 95,ml-exact,45,12.605960130691528,13521.0,13521.0,0.0,1.0,exact,min,13518.998393816952,13519.183129142624,1.0,1.0,5.036547652194804,,1.0
 96,ml-exact,46,12.235252141952515,13543.0,13543.0,0.0,1.0,exact,min,13543.149719007566,13543.297361834688,1.0,1.0000000000438993,7.870849996027641,,1.0
 97,ml-exact,47,11.854049921035767,13564.0,13564.0,0.0,1.0,exact,min,13567.301044198182,13567.41159452675,1.0,1.0,3.8200977469489614,,1.0
 98,ml-exact,48,11.03400993347168,13551.999999999978,13552.000000000004,1.8791212846548136e-15,1.0,exact,min,13558.403187549009,13558.527403534938,0.9999999999999983,1.0000000000000002,6.005576310930073,inf,1.0
 99,ml-exact,49,10.517628908157349,13524.0,13524.0,0.0,547.0,exact,min,13501.626387978087,13501.837803872895,1.0,1.0,3.757023254910798,,1.2101769911504425
 100,ml-heuristic,0,1.1019139289855957,13540.0,13540.0,0.0,787.0,heuristic,min,13534.675569817877,13534.83622755677,1.0,1.0,1.0,,787.0
 101,ml-heuristic,1,0.503026008605957,13567.0,13567.0,0.0,142.0,heuristic,min,13566.029921819729,13566.142424385062,1.0,1.0,1.0,,142.0
 102,ml-heuristic,2,1.815993070602417,13563.0,13563.0,0.0,1640.0,heuristic,min,13545.26825630499,13545.412645404165,1.0,1.000073735437251,1.0,,4.039408866995074
 103,ml-heuristic,3,3.6015830039978027,13522.0,13522.0,0.0,1.0,heuristic,min,13513.490196843653,13513.683391861978,1.0,1.0,1.0,,1.0
 104,ml-heuristic,4,0.8963778018951416,13534.0,13534.0,0.0,261.0,heuristic,min,13552.471283116225,13552.604609540394,1.0,1.0,1.0,,1.1347826086956523
 105,ml-heuristic,5,1.685107946395874,13532.0,13532.0,0.0,265.0,heuristic,min,13557.55577263004,13557.681290107144,1.0,1.0,1.0,,5.888888888888889
 106,ml-heuristic,6,1.803605079650879,13534.999999068532,13534.999999068534,1.343915333336563e-16,713.0,heuristic,min,13536.370399655816,13536.528454412353,0.9999999999311808,1.0,1.0,inf,1.0
 107,ml-heuristic,7,1.6335430145263672,13613.0,13613.0,0.0,519.0,heuristic,min,13595.689443983643,13595.75639435777,1.0,1.0,1.0,,2.0513833992094863
 108,ml-heuristic,8,2.3025331497192383,13580.0,13580.0,0.0,1442.0,heuristic,min,13588.910124631891,13588.987486935437,1.0,1.0000000001744203,1.0,-0.0,2.552212389380531
 109,ml-heuristic,9,5.6919379234313965,13584.0,13584.0,0.0,1142.0,heuristic,min,13569.84328895509,13569.949934810124,1.0,1.0000000004044145,1.0,,4.443579766536965
 110,ml-heuristic,10,2.931243896484375,13577.0,13578.0,7.365397363187744e-05,1123.0,heuristic,min,13568.148459117152,13568.25770795454,0.9999263514508764,1.0,1.0,inf,1.7330246913580247
 111,ml-heuristic,11,1.5754199028015137,13574.0,13574.999998324447,7.367012851385044e-05,3.0,heuristic,min,13564.758799441275,13564.873254243374,0.9999263353233345,1.0000000000249623,1.0,inf,3.0
 112,ml-heuristic,12,0.8674600124359131,13544.0,13544.0,0.0,200.0,heuristic,min,13538.912644412721,13539.06679469573,1.0,1.0,1.0,,200.0
 113,ml-heuristic,13,2.3797359466552734,13534.0,13534.0,0.0,39.0,heuristic,min,13559.674309927463,13559.796573676624,1.0,1.0,1.0,,39.0
 114,ml-heuristic,14,2.257524013519287,13551.0,13551.0,0.0,690.0,heuristic,min,13548.657915980866,13548.797099115332,1.0,1.0,1.0,,9.583333333333334
 115,ml-heuristic,15,2.4494469165802,13593.0,13594.0,7.356727727506805e-05,1161.0,heuristic,min,13560.52172484643,13560.642687104417,0.9999264381344711,1.0,1.0,inf,3.2889518413597734
 116,ml-heuristic,16,1.4570538997650146,13594.0,13594.0,0.0,401.0,heuristic,min,13552.89499057571,13553.027666254291,1.0,1.0,1.0,,1.0
 117,ml-heuristic,17,2.2187118530273438,13543.0,13543.0,0.0,234.0,heuristic,min,13535.522984736846,13535.682340984562,1.0,1.0,1.0,,2.146788990825688
 118,ml-heuristic,18,0.4319300651550293,13525.0,13525.0,0.0,1.0,heuristic,min,13525.777713168703,13525.952036564957,1.0,1.0,1.0,,1.0
 119,ml-heuristic,19,1.4861400127410889,13564.0,13564.0,0.0,466.0,heuristic,min,13560.098017386947,13560.21963039052,1.0,1.0,1.0,,23.3
 120,ml-heuristic,20,1.2517409324645996,13569.0,13569.0,0.0,274.0,heuristic,min,13549.92903835932,13550.06626925702,1.0,1.0,1.0,,274.0
 121,ml-heuristic,21,1.4341230392456055,13566.0,13566.0,0.0,476.0,heuristic,min,13553.742405494679,13553.873779682082,1.0,1.0,1.0,,1.934959349593496
 122,ml-heuristic,22,1.2694261074066162,13564.0,13565.0,7.372456502506635e-05,22.0,heuristic,min,13551.200160737772,13551.335439398708,0.9999262808698858,1.0,1.0,inf,22.0
 123,ml-heuristic,23,2.0170810222625732,13580.0,13580.0,0.0,306.0,heuristic,min,13560.945432305916,13561.065743818312,1.0,1.0,1.0,,5.464285714285714
 124,ml-heuristic,24,1.632323980331421,13543.0,13543.0,0.0,328.0,heuristic,min,13545.691963764473,13545.835702118062,1.0,1.0000000000000002,1.0,,328.0
 125,ml-heuristic,25,1.3537018299102783,13542.0,13542.0,0.0,153.0,heuristic,min,13528.31995792561,13528.490376848333,1.0,1.0,1.0,,153.0
 126,ml-heuristic,26,2.2375080585479736,13532.0,13532.0,0.0,1.0,heuristic,min,13538.488936953237,13538.643737981833,1.0,1.0000000000460052,1.0,,1.0
 127,ml-heuristic,27,1.422248125076294,13522.0,13522.0,0.0,258.0,heuristic,min,13537.641522034268,13537.797624554041,1.0,1.0,1.0,,258.0
 128,ml-heuristic,28,1.0971989631652832,13570.0,13571.0,7.369196757553427e-05,130.0,heuristic,min,13560.098017386947,13560.21963039052,0.9999263134625304,1.0,1.0,inf,8.666666666666666
 129,ml-heuristic,29,1.157463788986206,13595.0,13595.0,0.0,1.0,heuristic,min,13571.961826252513,13572.065218379603,1.0,1.0000000010215446,1.0,,1.0
 130,ml-heuristic,30,1.841322898864746,13577.0,13577.0,0.0,207.0,heuristic,min,13559.250602467977,13559.373516962729,1.0,1.0,1.0,,8.28
 131,ml-heuristic,31,2.887389898300171,13582.0,13582.0,0.0,1061.0,heuristic,min,13583.401927658593,13583.48774965479,1.0,1.0,1.0,,35.36666666666667
 132,ml-heuristic,32,0.7486422061920166,13523.0,13524.0,7.394808844191378e-05,66.0,heuristic,min,13535.522984736846,13535.682340984562,0.9999260573794735,1.0,1.0,inf,1.0
 133,ml-heuristic,33,2.0524861812591553,13548.0,13548.0,0.0,1437.0,heuristic,min,13552.89499057571,13553.027666254291,1.0,1.0,1.0,,1.5078698845750262
 134,ml-heuristic,34,2.214898109436035,13557.0,13557.0,0.0,373.0,heuristic,min,13543.573426467052,13543.720418548583,1.0,1.0,1.0,,4.6625
 135,ml-heuristic,35,1.0435450077056885,13568.0,13568.0,0.0,623.0,heuristic,min,13544.42084138602,13544.566531976374,1.0,1.0000000002137304,1.0,,1.4
 136,ml-heuristic,36,0.7411088943481445,13554.0,13554.0,0.0,126.0,heuristic,min,13525.354005709218,13525.528979851062,1.0,1.000000000092736,1.0,,1.0
 137,ml-heuristic,37,2.506878137588501,13532.0,13532.0,0.0,733.0,heuristic,min,13539.336351872207,13539.489851409624,1.0,1.0,1.0,,6.850467289719626
 138,ml-heuristic,38,1.4968650341033936,13514.0,13514.0,0.0,87.0,heuristic,min,13529.591080304062,13529.75954699002,1.0,1.0,1.0,,87.0
 139,ml-heuristic,39,1.7060630321502686,13538.0,13538.0,0.0,235.0,heuristic,min,13537.217814574784,13537.374567840145,1.0,1.0,1.0,,1.5562913907284768
 140,ml-heuristic,40,1.866358995437622,13577.0,13578.000000000002,7.365397363201142e-05,15.0,heuristic,min,13566.877336738698,13566.988537812853,0.9999263514508764,1.0000000000000002,1.0,inf,15.0
 141,ml-heuristic,41,2.5284509658813477,13526.0,13526.0,0.0,217.0,heuristic,min,13521.540638573859,13521.721469426,1.0,1.0,1.0,,217.0
 142,ml-heuristic,42,2.8142950534820557,13529.000000000002,13529.000000000002,0.0,201.0,heuristic,min,13530.014787763548,13530.182603703915,1.0,1.0000000000000002,1.0,,4.276595744680851
 143,ml-heuristic,43,7.293056964874268,13565.0,13565.0,0.0,1485.0,heuristic,min,13560.945432305916,13561.065743818312,1.0,1.0,1.0,,5.561797752808989
 144,ml-heuristic,44,1.7926158905029297,13553.0,13553.0,0.0,1.0,heuristic,min,13571.114411333543,13571.219104951811,1.0,1.0,1.0,,1.0
 145,ml-heuristic,45,2.502897024154663,13521.0,13521.0,0.0,68.0,heuristic,min,13518.998393816952,13519.183129142624,1.0,1.0,1.0,,68.0
 146,ml-heuristic,46,1.554502010345459,13543.0,13543.0,0.0,157.0,heuristic,min,13543.149719007566,13543.297361834688,1.0,1.0000000000438993,1.0,,157.0
 147,ml-heuristic,47,3.1030750274658203,13564.0,13564.0,0.0,137.0,heuristic,min,13567.301044198182,13567.41159452675,1.0,1.0,1.0,,137.0
 148,ml-heuristic,48,1.837294101715088,13552.0,13552.0,0.0,48.0,heuristic,min,13558.403187549009,13558.527403534938,1.0,1.0,1.0,,48.0
 149,ml-heuristic,49,2.7994580268859863,13524.0,13524.0,0.0,452.0,heuristic,min,13501.626387978087,13501.837803872895,1.0,1.0,1.0,,1.0
--- a/benchmark/tsp/ChallengeA/performance.png
+++ b/benchmark/tsp/ChallengeA/performance.png