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Update MSS results

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pull/1/head
Alinson S. Xavier 6 years ago
parent 9239c4eb82
commit 1986effcd5
6 changed files with 205 additions and 2 deletions
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51
benchmark/stab/ChallengeA/benchmark_baseline.csv
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,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
1 Solver Instance Wallclock Time Lower Bound Upper Bound Gap Nodes Relative Lower Bound Relative Upper Bound Relative Wallclock Time Relative Gap Relative Nodes
2 0 baseline 0 89.5249240398407 8160.106459602758 8160.106459602758 0.0 50428.0 1.0 1.0 1.0 1.0
3 1 baseline 1 68.46735715866089 8329.665354500348 8329.665354500348 0.0 36735.0 1.0 1.0 1.0 1.0
4 2 baseline 2 131.6971151828766 8247.871141626507 8247.871141626507 0.0 77216.0 1.0 1.0 1.0 1.0
5 3 baseline 3 32.94829607009888 8386.859108879815 8386.859108879815 0.0 17422.0 1.0 1.0 1.0 1.0
6 4 baseline 4 80.09613800048828 8197.045478427175 8197.045478427175 0.0 47823.0 1.0 1.0 1.0 1.0
7 5 baseline 5 70.24885201454163 8184.416683317542 8184.416683317542 0.0 37633.0 1.0 1.0 1.0 1.0
8 6 baseline 6 76.99211096763611 8146.291920190363 8146.291920190363 0.0 38061.0 1.0 1.0 1.0 1.0
9 7 baseline 7 90.94351601600647 8332.628442208696 8332.628442208696 0.0 49185.0 1.0 1.0 1.0 1.0
10 8 baseline 8 91.29237294197083 8189.394992049158 8189.394992049159 1.110576181336875e-16 52509.0 1.0 1.0 1.0 1.0 1.0
11 9 baseline 9 59.57663106918335 8264.94306032112 8264.94306032112 0.0 35568.0 1.0 1.0 1.0 1.0
12 10 baseline 10 74.4443690776825 8225.694775199881 8225.694775199881 0.0 38905.0 1.0 1.0 1.0 1.0
13 11 baseline 11 47.8407769203186 8380.21322380759 8380.21322380759 0.0 32029.0 1.0 1.0 1.0 1.0
14 12 baseline 12 40.67424297332764 8335.12040209855 8335.120402098551 2.182319289698426e-16 31346.0 1.0 1.0 1.0 1.0 1.0
15 13 baseline 13 82.80278611183167 8180.950128996085 8180.950128996086 1.1117225840912633e-16 45396.0 1.0 1.0 1.0 1.0 1.0
16 14 baseline 14 89.99744701385498 8335.244300219336 8335.244300219336 0.0 47528.0 1.0 1.0 1.0 1.0
17 15 baseline 15 72.18464493751526 8281.242353501702 8281.242353501702 0.0 38504.0 1.0 1.0 1.0 1.0
18 16 baseline 16 42.17434501647949 8269.820198565656 8269.820198565656 0.0 23531.0 1.0 1.0 1.0 1.0
19 17 baseline 17 65.91456389427185 8349.788875581982 8349.788875581982 0.0 35240.0 1.0 1.0 1.0 1.0
20 18 baseline 18 49.87329697608948 8354.975512102363 8354.975512102363 0.0 31665.0 1.0 1.0 1.0 1.0
21 19 baseline 19 80.3313570022583 8148.698058722395 8148.698058722395 0.0 48047.0 1.0 1.0 1.0 1.0
22 20 baseline 20 34.744563817977905 8254.22546708772 8254.22546708772 0.0 19831.0 1.0 1.0 1.0 1.0
23 21 baseline 21 40.45663404464722 8337.747084077018 8337.747084077018 0.0 18857.0 1.0 1.0 1.0 1.0
24 22 baseline 22 59.21903705596924 8372.097133312143 8372.097133312143 0.0 37278.0 1.0 1.0 1.0 1.0
25 23 baseline 23 80.84772300720215 8163.180180623385 8163.180180623385 0.0 50384.0 1.0 1.0 1.0 1.0
26 24 baseline 24 79.59622597694397 8251.926305990946 8251.926305990948 2.2043209501583402e-16 45222.0 1.0 1.0 1.0 1.0 1.0
27 25 baseline 25 43.39374899864197 8208.77608322561 8208.77608322561 0.0 28242.0 1.0 1.0 1.0 1.0
28 26 baseline 26 73.40401291847229 8263.930518826672 8263.930518826672 0.0 41508.0 1.0 1.0 1.0 1.0
29 27 baseline 27 68.43603801727295 8198.51655526816 8198.51655526816 0.0 34134.0 1.0 1.0 1.0 1.0
30 28 baseline 28 38.52493691444397 8429.328796791307 8429.328796791307 0.0 23191.0 1.0 1.0 1.0 1.0
31 29 baseline 29 63.41107797622681 8471.392061275592 8471.392061275594 2.1472142835423904e-16 36104.0 1.0 1.0 1.0 1.0 1.0
32 30 baseline 30 73.6661651134491 8300.292335288888 8300.292335288888 0.0 39931.0 1.0 1.0 1.0 1.0
33 31 baseline 31 34.113643169403076 8472.780799342136 8472.780799342136 0.0 17604.0 1.0 1.0 1.0 1.0
34 32 baseline 32 63.027442932128906 8176.089207977811 8176.089207977811 0.0 35832.0 1.0 1.0 1.0 1.0
35 33 baseline 33 54.692622900009155 8349.997774829048 8349.997774829048 0.0 36893.0 1.0 1.0 1.0 1.0
36 34 baseline 34 73.5447518825531 8228.164027545597 8228.164027545597 0.0 46086.0 1.0 1.0 1.0 1.0
37 35 baseline 35 32.710362911224365 8348.576374334334 8348.576374334334 0.0 17965.0 1.0 1.0 1.0 1.0
38 36 baseline 36 70.76628684997559 8200.622970997243 8200.622970997245 2.2181112459126466e-16 37770.0 1.0 1.0 1.0 1.0 1.0
39 37 baseline 37 36.678386926651 8449.787502150532 8449.787502150532 0.0 20885.0 1.0 1.0 1.0 1.0
40 38 baseline 38 86.8393452167511 8323.602064698229 8323.602064698229 0.0 50488.0 1.0 1.0 1.0 1.0
41 39 baseline 39 61.66756081581116 8230.716290385615 8230.716290385615 0.0 34925.0 1.0 1.0 1.0 1.0
42 40 baseline 40 115.80898809432983 8028.769787381955 8028.769787381955 0.0 69443.0 1.0 1.0 1.0 1.0
43 41 baseline 41 59.32002782821655 8214.630250558439 8214.630250558439 0.0 36252.0 1.0 1.0 1.0 1.0
44 42 baseline 42 27.367344856262207 8482.332346423325 8482.332346423327 2.1444448640506932e-16 10937.0 1.0 1.0 1.0 1.0 1.0
45 43 baseline 43 42.98321795463562 8350.150643446867 8350.150643446867 0.0 31065.0 1.0 1.0 1.0 1.0
46 44 baseline 44 64.18663907051086 8325.739376420757 8325.739376420757 0.0 37466.0 1.0 1.0 1.0 1.0
47 45 baseline 45 63.78522491455078 8320.79317232281 8320.793440026451 3.217285123971039e-08 38840.0 1.0 1.0 1.0 1.0 1.0
48 46 baseline 46 31.455862998962402 8341.756982876166 8341.756982876166 0.0 16130.0 1.0 1.0 1.0 1.0
49 47 baseline 47 39.206948041915894 8206.985832918781 8206.985832918781 0.0 25335.0 1.0 1.0 1.0 1.0
50 48 baseline 48 62.641757011413574 8197.315974091358 8197.315974091358 0.0 54514.0 1.0 1.0 1.0 1.0
51 49 baseline 49 49.18351912498474 8090.681320538064 8090.681320538064 0.0 38800.0 1.0 1.0 1.0 1.0

151
benchmark/stab/ChallengeA/benchmark_ml.csv
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,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
1 Solver Instance Wallclock Time Lower Bound Upper Bound Gap Nodes Relative Lower Bound Relative Upper Bound Relative Wallclock Time Relative Gap Relative Nodes
2 0 baseline 0 89.5249240398407 8160.106459602757 8160.106459602757 0.0 50428.0 0.9999999999999999 1.0 924.2902114943435 50428.0
3 1 baseline 1 68.46735715866089 8329.665354500348 8329.665354500348 0.0 36735.0 1.0 1.0090376984767917 344.32872346548237 816.3333333333334
4 2 baseline 2 131.6971151828766 8247.871141626507 8247.871141626507 0.0 77216.0 1.0 1.0022162274368718 953.573952433317 3676.9523809523807
5 3 baseline 3 32.94829607009888 8386.859108879815 8386.859108879815 0.0 17422.0 1.0 1.0 355.8521179348526 17422.0
6 4 baseline 4 80.09613800048828 8197.045478427175 8197.045478427175 0.0 47823.0 1.0 1.0 311.613064562208 1707.9642857142858
7 5 baseline 5 70.24885201454164 8184.416683317541 8184.416683317541 0.0 37633.0 0.9999999999999999 1.0 525.1624903084369 4181.444444444444
8 6 baseline 6 76.99211096763611 8146.291920190362 8146.291920190362 0.0 38061.0 0.9999999999999999 1.0 769.5512234529302 38061.0
9 7 baseline 7 90.94351601600648 8332.628442208696 8332.628442208696 0.0 49185.0 1.0 1.0048882560944687 958.3075896894786 49185.0
10 8 baseline 8 91.29237294197084 8189.394992049158 8189.394992049159 1.1105761813368749e-16 52509.0 1.0 1.0000000000000002 1809.7036902252514 inf 52509.0
11 9 baseline 9 59.57663106918335 8264.94306032112 8264.94306032112 0.0 35568.0 1.0 1.0 592.7777627536799 35568.0
12 10 baseline 10 74.44436907768251 8225.694775199881 8225.694775199881 0.0 38905.0 1.0 1.0023427358501626 585.1124155571589 3536.818181818182
13 11 baseline 11 47.8407769203186 8380.21322380759 8380.21322380759 0.0 32029.0 1.0 1.0 544.8893215589155 32029.0
14 12 baseline 12 40.674242973327644 8335.12040209855 8335.120402098551 2.1823192896984264e-16 31346.0 1.0 1.0019781200731899 345.41153746477056 inf 1362.8695652173913
15 13 baseline 13 82.80278611183168 8180.950128996085 8180.950128996086 1.111722584091263e-16 45396.0 1.0 1.001565824091247 307.7965272971074 inf 648.5142857142857
16 14 baseline 14 89.99744701385498 8335.244300219336 8335.244300219336 0.0 47528.0 1.0 1.0 770.7049722222789 6789.714285714285
17 15 baseline 15 72.18464493751527 8281.242353501702 8281.242353501702 0.0 38504.0 1.0 1.0 1800.7002920237667 38504.0
18 16 baseline 16 42.17434501647949 8269.820198565656 8269.820198565656 0.0 23531.0 1.0 1.000403224416854 1410.6559487069069 23531.0
19 17 baseline 17 65.91456389427185 8349.788875581982 8349.788875581982 0.0 35240.0 1.0 1.0 1182.0078197481776 35240.0
20 18 baseline 18 49.87329697608948 8354.975512102363 8354.975512102363 0.0 31665.0 1.0 1.0 843.6224093499328 31665.0
21 19 baseline 19 80.3313570022583 8148.698058722395 8148.698058722395 0.0 48047.0 1.0 1.000966789196668 580.6596204121938 1779.5185185185185
22 20 baseline 20 34.744563817977905 8254.22546708772 8254.22546708772 0.0 19831.0 1.0 1.004384894337412 508.78858964332596 19831.0
23 21 baseline 21 40.45663404464722 8337.747084077018 8337.747084077018 0.0 18857.0 1.0 1.0 462.30308297552364 18857.0
24 22 baseline 22 59.21903705596924 8372.097133312143 8372.097133312143 0.0 37278.0 1.0 1.0 514.5235539407097 1433.7692307692307
25 23 baseline 23 80.84772300720216 8163.180180623385 8163.180180623385 0.0 50384.0 1.0 1.0036539041416717 1353.8923034540035 50384.0
26 24 baseline 24 79.59622597694397 8251.926305990946 8251.926305990948 2.20432095015834e-16 45222.0 1.0 1.002542812972684 327.00203830964284 inf 674.955223880597
27 25 baseline 25 43.39374899864197 8208.77608322561 8208.77608322561 0.0 28242.0 1.0 1.0 203.83643836690354 641.8636363636364
28 26 baseline 26 73.4040129184723 8263.930518826672 8263.930518826672 0.0 41508.0 1.0 1.0 1158.157296819456 41508.0
29 27 baseline 27 68.43603801727295 8198.51655526816 8198.51655526816 0.0 34134.0 1.0 1.0 465.76709499137564 2007.8823529411766
30 28 baseline 28 38.52493691444397 8429.328796791307 8429.328796791307 0.0 23191.0 1.0 1.0 212.3627067143475 1449.4375
31 29 baseline 29 63.411077976226814 8471.392061275592 8471.392061275594 2.1472142835423904e-16 36104.0 1.0 1.00713405678795 422.9829560183529 inf 1504.3333333333333
32 30 baseline 30 73.6661651134491 8300.292335288888 8300.292335288888 0.0 39931.0 1.0 1.0 752.156311010492 3327.5833333333335
33 31 baseline 31 34.113643169403076 8472.780799342136 8472.780799342136 0.0 17604.0 0.9999999880202372 1.000000008626077 605.9064481022414 17604.0
34 32 baseline 32 63.0274429321289 8176.089207977811 8176.089207977811 0.0 35832.0 1.0 1.0 938.911818608021 35832.0
35 33 baseline 33 54.692622900009155 8349.997774829048 8349.997774829048 0.0 36893.0 1.0 1.0 470.66514905927494 36893.0
36 34 baseline 34 73.54475188255309 8228.164027545597 8228.164027545597 0.0 46086.0 1.0 1.0 433.74928744081916 2425.5789473684213
37 35 baseline 35 32.710362911224365 8348.576374334334 8348.576374334334 0.0 17965.0 1.0 1.0 544.8268431962766 17965.0
38 36 baseline 36 70.7662868499756 8200.622970997243 8200.622970997245 2.2181112459126463e-16 37770.0 1.0 1.0039798679142482 716.773814957293 inf 37770.0
39 37 baseline 37 36.678386926651 8449.787502150532 8449.787502150532 0.0 20885.0 1.0 1.0 239.07327432143046 835.4
40 38 baseline 38 86.8393452167511 8323.602064698229 8323.602064698229 0.0 50488.0 1.0 1.0 791.2621177625805 50488.0
41 39 baseline 39 61.66756081581116 8230.716290385615 8230.716290385615 0.0 34925.0 1.0 1.0 310.21299967617745 1343.2692307692307
42 40 baseline 40 115.80898809432985 8028.769787381955 8028.769787381955 0.0 69443.0 1.0 1.0059686353257602 962.877706084664 69443.0
43 41 baseline 41 59.320027828216546 8214.630250558439 8214.630250558439 0.0 36252.0 1.0 1.0 279.402791487412 2132.470588235294
44 42 baseline 42 27.36734485626221 8482.332346423325 8482.332346423327 2.1444448640506927e-16 10937.0 1.0 1.0 296.90942199552 1.0 10937.0
45 43 baseline 43 42.98321795463562 8350.150643446867 8350.150643446867 0.0 31065.0 1.0 1.0 786.6613272710613 31065.0
46 44 baseline 44 64.18663907051085 8325.739376420757 8325.739376420757 0.0 37466.0 1.0 1.0 601.5284689994793 37466.0
47 45 baseline 45 63.78522491455078 8320.793172322808 8320.793440026451 3.2172851239710385e-08 38840.0 0.9999999999999998 1.0000000321728513 716.7763545319855 inf 38840.0
48 46 baseline 46 31.4558629989624 8341.756982876166 8341.756982876166 0.0 16130.0 1.0 1.0 613.653265116279 16130.0
49 47 baseline 47 39.20694804191589 8206.985832918781 8206.985832918781 0.0 25335.0 1.0 1.0 280.93451131197753 25335.0
50 48 baseline 48 62.641757011413574 8197.315974091358 8197.315974091358 0.0 54514.0 1.0 1.0073005569898068 261.05295308194985 746.7671232876712
51 49 baseline 49 49.18351912498474 8090.681320538064 8090.681320538064 0.0 38800.0 1.0 1.0026687299831225 375.8371656618988 38800.0
52 50 ml-exact 0 34.49193096160889 8160.106459602758 8160.106459602758 0.0 32951.0 1.0 1.0000000000000002 356.1081397753119 32951.0
53 51 ml-exact 1 39.43942403793335 8329.665354500348 8329.665354500348 0.0 33716.0 1.0 1.0090376984767917 198.34454105955817 749.2444444444444
54 52 ml-exact 2 54.0330810546875 8247.871141626507 8247.871141626507 0.0 48098.0 1.0 1.0022162274368718 391.2351351957892 2290.3809523809523
55 53 ml-exact 3 15.311645030975342 8386.859108879815 8386.859108879815 0.0 10140.0 1.0 1.0 165.37065533668084 10140.0
56 54 ml-exact 4 24.112047910690308 8197.045478427175 8197.045478427175 0.0 32151.0 1.0 1.0 93.80763330031203 1148.25
57 55 ml-exact 5 33.69559407234192 8184.416683317542 8184.416683317542 0.0 31637.0 1.0 1.0000000000000002 251.89966224345207 3515.222222222222
58 56 ml-exact 6 25.395578861236572 8146.291920190363 8146.291920190363 0.0 18684.0 1.0 1.0000000000000002 253.83378293361804 18684.0
59 57 ml-exact 7 45.65329885482788 8332.628442208696 8332.628442208696 0.0 34261.0 1.0 1.0048882560944687 481.0667621344588 34261.0
60 58 ml-exact 8 45.959444999694824 8189.394992049158 8189.394992049158 0.0 32915.0 1.0 1.0 911.0616203340486 32915.0
61 59 ml-exact 9 27.292019844055176 8264.94306032112 8264.94306032112 0.0 22256.0 1.0 1.0 271.551146378204 22256.0
62 60 ml-exact 10 33.28360414505005 8225.694775199881 8225.694775199883 2.2113504734336021e-16 32743.0 1.0 1.0023427358501629 261.6000412259086 inf 2976.6363636363635
63 61 ml-exact 11 13.287060976028442 8380.21322380759 8380.21322380759 0.0 15760.0 1.0 1.0 151.33486759210984 15760.0
64 62 ml-exact 12 30.385483980178833 8335.12040209855 8335.12040209855 0.0 26800.0 1.0 1.0019781200731896 258.03791222585767 1165.2173913043478
65 63 ml-exact 13 53.78090000152588 8180.950128996085 8180.950128996085 0.0 38849.0 1.0 1.0015658240912468 199.91566748763452 554.9857142857143
66 64 ml-exact 14 32.64224600791931 8335.244300219336 8335.244300219336 0.0 30763.0 1.0 1.0 279.53616616406106 4394.714285714285
67 65 ml-exact 15 33.97071599960327 8281.242353501702 8281.242353501702 0.0 30903.0 1.0 1.0 847.425075979707 30903.0
68 66 ml-exact 16 34.40068793296814 8269.820198565656 8269.820198565656 0.0 25773.0 1.0 1.000403224416854 1150.6411078414953 25773.0
69 67 ml-exact 17 29.94601798057556 8349.788875581982 8349.788875581982 0.0 26524.0 1.0 1.0 537.0046516599328 26524.0
70 68 ml-exact 18 26.21188998222351 8354.975512102363 8354.975512102363 0.0 23595.0 1.0 1.0 443.3823132050057 23595.0
71 69 ml-exact 19 44.91053318977356 8148.698058722395 8148.698058722396 1.1161227170509796e-16 36233.0 1.0 1.0009667891966683 324.6270712662061 inf 1341.962962962963
72 70 ml-exact 20 24.929107904434204 8254.22546708772 8254.225467087721 2.20370695082023e-16 19171.0 1.0 1.0043848943374123 365.0541051029243 inf 19171.0
73 71 ml-exact 21 23.808892011642456 8337.747084077018 8337.74708407702 2.1816317827865812e-16 16213.0 1.0 1.0000000000000002 272.0672255399839 inf 16213.0
74 72 ml-exact 22 29.496449947357178 8372.097133312143 8372.097133312145 2.1726807209488663e-16 23405.0 1.0 1.0000000000000002 256.27938261145164 inf 900.1923076923077
75 73 ml-exact 23 54.53324818611145 8163.180180623385 8163.180180623385 0.0 44205.0 1.0 1.0036539041416717 913.2247916857979 44205.0
76 74 ml-exact 24 35.66223120689392 8251.926305990946 8251.926305990948 2.2043209501583402e-16 30816.0 1.0 1.002542812972684 146.50973902584275 inf 459.94029850746267
77 75 ml-exact 25 29.14737296104431 8208.77608322561 8208.776083225612 2.2159081757180675e-16 25610.0 1.0 1.0000000000000002 136.9159574646799 inf 582.0454545454545
78 76 ml-exact 26 27.671333074569702 8263.930518826672 8263.930518826672 0.0 19654.0 1.0 1.0 436.59406398705966 19654.0
79 77 ml-exact 27 33.428922176361084 8198.51655526816 8198.51655526816 0.0 34427.0 1.0 1.0 227.5130533834623 2025.1176470588234
80 78 ml-exact 28 26.386518955230713 8429.328796791307 8429.328796791307 0.0 21051.0 1.0 1.0 145.45157072019325 1315.6875
81 79 ml-exact 29 32.452534914016724 8471.392061275592 8471.392061275594 2.1472142835423904e-16 25241.0 1.0 1.00713405678795 216.47430679803114 inf 1051.7083333333333
82 80 ml-exact 30 33.65191102027893 8300.292335288888 8300.292335288888 0.0 27290.0 1.0 1.0 343.59732466710483 2274.1666666666665
83 81 ml-exact 31 26.8163058757782 8472.780900844042 8472.780900844042 0.0 17085.0 1.0 1.00000002060584 476.29543885799944 17085.0
84 82 ml-exact 32 27.298824071884155 8176.089207977811 8176.089207977811 0.0 21127.0 1.0 1.0 406.66711773146375 21127.0
85 83 ml-exact 33 27.07152795791626 8349.997774829048 8349.997774829048 0.0 20768.0 1.0 1.0 232.96788608711708 20768.0
86 84 ml-exact 34 51.8715980052948 8228.164027545597 8228.164027545597 0.0 42602.0 1.0 1.0 305.92622991159624 2242.2105263157896
87 85 ml-exact 35 26.559547185897827 8348.576374334334 8348.576374334334 0.0 15315.0 1.0 1.0 442.37828511067517 15315.0
88 86 ml-exact 36 42.17573404312134 8200.622970997243 8200.622970997245 2.2181112459126466e-16 32284.0 1.0 1.0039798679142482 427.1873392594525 inf 32284.0
89 87 ml-exact 37 20.249451875686646 8449.787502150532 8449.787502150532 0.0 13815.0 1.0 1.0 131.9878862943405 552.6
90 88 ml-exact 38 34.309616804122925 8323.602064698229 8323.602064698229 0.0 31546.0 1.0 1.0 312.62211828396147 31546.0
91 89 ml-exact 39 28.144772052764893 8230.716290385615 8230.716290385615 0.0 22759.0 1.0 1.0 141.57969032969933 875.3461538461538
92 90 ml-exact 40 54.61736702919006 8028.769787381955 8028.769787381955 0.0 46343.0 1.0 1.0059686353257602 454.1084931561159 46343.0
93 91 ml-exact 41 30.99381184577942 8214.630250558439 8214.630250558439 0.0 28492.0 1.0 1.0 145.98370677815547 1676.0
94 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
95 93 ml-exact 43 29.105360984802246 8350.150643446867 8350.150643446867 0.0 24245.0 1.0 1.0 532.674448133975 24245.0
96 94 ml-exact 44 28.813607215881348 8325.739376420757 8325.739376420757 0.0 22941.0 1.0 1.0 270.0282377440192 22941.0
97 95 ml-exact 45 39.90794801712036 8320.79317232281 8320.79317232281 0.0 33304.0 1.0 1.0 448.459240127851 33304.0
98 96 ml-exact 46 23.966022968292236 8341.756982876166 8341.756982876166 0.0 16789.0 1.0 1.0 467.53853953488374 16789.0
99 97 ml-exact 47 27.642159938812256 8206.985832918781 8206.985832918781 0.0 24637.0 1.0 1.0 198.0678701569822 24637.0
100 98 ml-exact 48 33.94082999229431 8197.315974091358 8197.315974091358 0.0 33963.0 1.0 1.0073005569898068 141.44484960609344 465.24657534246575
101 99 ml-exact 49 37.428488969802856 8090.681320538064 8090.681320538064 0.0 39891.0 1.0 1.0026687299831225 286.0107910064622 39891.0
102 100 ml-heuristic 0 0.09685802459716797 8160.106459602758 8160.106459602758 0.0 1.0 1.0 1.0000000000000002 1.0 1.0
103 101 ml-heuristic 1 0.19884300231933594 8255.05862375065 8255.05862375065 0.0 45.0 0.9910432499296759 1.0 1.0 1.0
104 102 ml-heuristic 2 0.1381089687347412 8229.632404496291 8229.632404496293 2.210292409357245e-16 21.0 0.9977886733658864 1.0 1.0 inf 1.0
105 103 ml-heuristic 3 0.0925898551940918 8386.859108879815 8386.859108879815 0.0 1.0 1.0 1.0 1.0 1.0
106 104 ml-heuristic 4 0.2570371627807617 8197.045478427175 8197.045478427175 0.0 28.0 1.0 1.0 1.0 1.0
107 105 ml-heuristic 5 0.13376593589782715 8184.416683317542 8184.416683317542 0.0 9.0 1.0 1.0000000000000002 1.0 1.0
108 106 ml-heuristic 6 0.10004806518554688 8146.291920190363 8146.291920190363 0.0 1.0 1.0 1.0000000000000002 1.0 1.0
109 107 ml-heuristic 7 0.09490013122558594 8292.094560437725 8292.094560437725 0.0 1.0 0.9951355227162599 1.0 1.0 1.0
110 108 ml-heuristic 8 0.0504460334777832 8189.394992049158 8189.39499204916 2.22115236267375e-16 1.0 1.0 1.0000000000000002 1.0 inf 1.0
111 109 ml-heuristic 9 0.10050415992736816 8264.94306032112 8265.728238597903 9.500105095127722e-05 1.0 1.0 1.0000950010509513 1.0 inf 1.0
112 110 ml-heuristic 10 0.12723088264465332 8206.469185635438 8206.469185635438 0.0 11.0 0.9976627397332555 1.0 1.0 1.0
113 111 ml-heuristic 11 0.087799072265625 8380.21322380759 8380.213223807592 2.1705765175261136e-16 1.0 1.0 1.0000000000000002 1.0 inf 1.0
114 112 ml-heuristic 12 0.11775588989257812 8318.665083714313 8318.665083714313 0.0 23.0 0.9980257851608126 1.0 1.0 1.0
115 113 ml-heuristic 13 0.26901793479919434 8168.160226931591 8168.160226931591 0.0 70.0 0.9984366238807443 1.0 1.0 1.0
116 114 ml-heuristic 14 0.11677289009094238 8335.244300219336 8335.244300219336 0.0 7.0 1.0 1.0 1.0 1.0
117 115 ml-heuristic 15 0.040086984634399414 8281.242353501702 8281.242353501702 0.0 1.0 1.0 1.0 1.0 1.0
118 116 ml-heuristic 16 0.029896974563598633 8266.48694918614 8266.48694918614 0.0 1.0 0.9995969381075426 1.0 1.0 1.0
119 117 ml-heuristic 17 0.05576491355895996 8349.788875581982 8349.788875581982 0.0 1.0 1.0 1.0 1.0 1.0
120 118 ml-heuristic 18 0.059118032455444336 8354.975512102363 8354.975512102363 0.0 1.0 1.0 1.0 1.0 1.0
121 119 ml-heuristic 19 0.13834500312805176 8140.8275945520445 8140.8275945520445 0.0 27.0 0.9990341445819156 1.0 1.0 1.0
122 120 ml-heuristic 20 0.06828880310058594 8218.189574160206 8218.189574160206 0.0 1.0 0.9956342490193416 1.0 1.0 1.0
123 121 ml-heuristic 21 0.08751106262207031 8337.747084077018 8337.747084077018 0.0 1.0 1.0 1.0 1.0 1.0
124 122 ml-heuristic 22 0.11509490013122559 8372.097133312143 8372.097133312143 0.0 26.0 1.0 1.0 1.0 1.0
125 123 ml-heuristic 23 0.05971503257751465 8133.46129271979 8133.46129271979 0.0 1.0 0.9963593982680748 1.0 1.0 1.0
126 124 ml-heuristic 24 0.24341201782226562 8230.99642151221 8230.99642151221 0.0 67.0 0.9974636365252632 1.0 1.0 1.0
127 125 ml-heuristic 25 0.21288514137268066 8208.77608322561 8208.77608322561 0.0 44.0 1.0 1.0 1.0 1.0
128 126 ml-heuristic 26 0.06338000297546387 8263.930518826672 8263.930518826672 0.0 1.0 1.0 1.0 1.0 1.0
129 127 ml-heuristic 27 0.14693188667297363 8198.51655526816 8198.51655526816 0.0 17.0 1.0 1.0 1.0 1.0
130 128 ml-heuristic 28 0.1814110279083252 8429.328796791307 8429.328796791307 0.0 16.0 1.0 1.0 1.0 1.0
131 129 ml-heuristic 29 0.14991402626037598 8411.384764698932 8411.384764698932 0.0 24.0 0.99291647746408 1.0 1.0 1.0
132 130 ml-heuristic 30 0.09793996810913086 8300.292335288888 8300.292335288888 0.0 12.0 1.0 1.0 1.0 1.0
133 131 ml-heuristic 31 0.05630183219909668 8472.780726255278 8472.780726255278 0.0 1.0 0.9999999793941604 1.0 1.0 1.0
134 132 ml-heuristic 32 0.06712818145751953 8176.089207977811 8176.089207977811 0.0 1.0 1.0 1.0 1.0 1.0
135 133 ml-heuristic 33 0.11620283126831055 8349.997774829048 8349.997774829048 0.0 1.0 1.0 1.0 1.0 1.0
136 134 ml-heuristic 34 0.1695559024810791 8228.164027545597 8228.164027545597 0.0 19.0 1.0 1.0 1.0 1.0
137 135 ml-heuristic 35 0.060038089752197266 8348.576374334334 8348.576374334334 0.0 1.0 1.0 1.0 1.0 1.0
138 136 ml-heuristic 36 0.09872889518737793 8168.114952378382 8168.114952378382 0.0 1.0 0.9960359086457419 1.0 1.0 1.0
139 137 ml-heuristic 37 0.15341901779174805 8449.787502150532 8449.787502150532 0.0 25.0 1.0 1.0 1.0 1.0
140 138 ml-heuristic 38 0.10974788665771484 8323.602064698229 8323.602064698229 0.0 1.0 1.0 1.0 1.0 1.0
141 139 ml-heuristic 39 0.1987910270690918 8230.716290385615 8230.716290385615 0.0 26.0 1.0 1.0 1.0 1.0
142 140 ml-heuristic 40 0.12027382850646973 7981.13331314949 7981.13331314949 0.0 1.0 0.9940667779131829 1.0 1.0 1.0
143 141 ml-heuristic 41 0.2123100757598877 8214.630250558439 8214.630250558439 0.0 17.0 1.0 1.0 1.0 1.0
144 142 ml-heuristic 42 0.09217405319213867 8482.332346423325 8482.332346423327 2.1444448640506932e-16 1.0 1.0 1.0 1.0 1.0000000000000002 1.0
145 143 ml-heuristic 43 0.05464005470275879 8350.150643446867 8350.150643446867 0.0 1.0 1.0 1.0 1.0 1.0
146 144 ml-heuristic 44 0.10670590400695801 8325.739376420757 8325.739376420757 0.0 1.0 1.0 1.0 1.0 1.0
147 145 ml-heuristic 45 0.0889890193939209 8320.79317232281 8320.79317232281 0.0 1.0 1.0 1.0 1.0 1.0
148 146 ml-heuristic 46 0.05125999450683594 8341.756982876166 8341.756982876166 0.0 1.0 1.0 1.0 1.0 1.0
149 147 ml-heuristic 47 0.13955903053283691 8206.985832918781 8206.985832918781 0.0 1.0 1.0 1.0 1.0 1.0
150 148 ml-heuristic 48 0.2399580478668213 8137.904736782855 8137.904736782855 0.0 73.0 0.9927523548566044 1.0 1.0 1.0
151 149 ml-heuristic 49 0.13086390495300293 8069.146946144667 8069.146946144667 0.0 1.0 0.9973383731801755 1.0 1.0 1.0

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docs/figures/benchmark_stab_a.png
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@ -0,0 +1 @@
../../benchmark/stab/ChallengeA/performance.png

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docs/problems.md
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@ -36,7 +36,7 @@ The class `MaxWeightStableSetGenerator` can be used to generate random instances
* Fixed random Erdős-Rényi graph $G_{n,p}$ with $n=200$ and $p=5\%$
* Random vertex weights $w_v \sim U(100, 150)$
* 300 training instances, 50 test instances
* 500 training instances, 50 test instances
```python
MaxWeightStableSetGenerator(w=uniform(loc=100., scale=50.),

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miplearn/problems/stab.py
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@ -14,7 +14,7 @@ from scipy.stats.distributions import rv_frozen
class ChallengeA:
def __init__(self,
seed=42,
n_training_instances=300,
n_training_instances=500,
n_test_instances=50,
):

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