Noise level is10
Iteration 	1
Optimal
Best Bound 	199438.44621504785
Time taken 	611.8704159259796
Error 	1.242227620118848e-7
loss 	199438.44621544183
Iteration 	2
Optimal
Best Bound 	199438.97219660657
Time taken 	3558.778231859207
Error 	0.022334521735826476
loss 	199438.9721972502
Error wrt the true objective 	Any[1.1042685862938662e-11, 3.0068851557957244e-8]
Runtime	4173.94529914856
Error wrt the random objective 	Any[0.004020893557803554, 0.004021963104822673]
Test set error 	0.41
--------------------------------------
Iteration 	1
UserLimit
Best Bound 	199445.40502687971
Time taken 	7224.050830841064
Error 	NaN
loss 	NaN
Error wrt the true objective 	Any[0.012996573563701059]
Runtime	7224.127250909805
Error wrt the random objective 	Any[0.01362248240805832]
Test set error 	1.0
--------------------------------------
Iteration 	1
Optimal
Best Bound 	199477.6600541987
Time taken 	542.2036371231079
Error 	2.8618857210306806e-6
loss 	199477.66005420664
Iteration 	2
Optimal
Best Bound 	199477.96604047343
Time taken 	4843.860771179199
Error 	0.03315914991893635
loss 	199477.96604048155
Error wrt the true objective 	Any[2.5035286344010643e-12, 1.645110275089179e-8]
Runtime	5388.605736017227
Error wrt the random objective 	Any[0.0038986519452917697, 0.003902913470280692]
Test set error 	0.27
--------------------------------------
Iteration 	1
UserLimit
Best Bound 	199323.62248528656
Time taken 	7221.164162158966
Error 	NaN
loss 	NaN
Error wrt the true objective 	Any[0.012996573563701059]
Runtime	7221.237323045731
Error wrt the random objective 	Any[0.01362248240805832]
Test set error 	1.0
--------------------------------------
Iteration 	1
UserLimit
Best Bound 	199358.20230219257
Time taken 	7221.582601070404
Error 	NaN
loss 	NaN
Error wrt the true objective 	Any[0.012996573563701059]
Runtime	7221.727297067642
Error wrt the random objective 	Any[0.01362248240805832]
Test set error 	1.0
--------------------------------------
Iteration 	1
UserLimit
Best Bound 	199482.73113329185
Time taken 	7220.170860052109
Error 	NaN
loss 	NaN
Error wrt the true objective 	Any[0.012996573563701059]
Runtime	7220.233471155167
Error wrt the random objective 	Any[0.01362248240805832]
Test set error 	1.0
--------------------------------------
Iteration 	1
Optimal
Best Bound 	199343.55111011502
Time taken 	1566.192283153534
Error 	1.2580745621890335e-7
loss 	199343.5511108141
Iteration 	2
Optimal
Best Bound 	199343.83195261832
Time taken 	2815.483579158783
Error 	0.01767767249976698
loss 	199343.83195331742
Error wrt the true objective 	Any[9.519085172882136e-12, 2.1637427804338527e-9]
Runtime	4384.971472978592
Error wrt the random objective 	Any[0.004008726447797787, 0.004012352069734196]
Test set error 	0.48
--------------------------------------
Iteration 	1
UserLimit
Best Bound 	199674.24671479236
Time taken 	7219.405344963074
Error 	NaN
loss 	NaN
Error wrt the true objective 	Any[0.012996573563701059]
Runtime	7219.469691991806
Error wrt the random objective 	Any[0.01362248240805832]
Test set error 	1.0
--------------------------------------
Iteration 	1
UserLimit
Best Bound 	199368.25897295738
Time taken 	7222.331074953079
Error 	NaN
loss 	NaN
Error wrt the true objective 	Any[0.012996573563701059]
Runtime	7222.377815008163
Error wrt the random objective 	Any[0.01362248240805832]
Test set error 	1.0
--------------------------------------
Iteration 	1
Optimal
Best Bound 	199667.23704216827
Time taken 	2560.588352918625
Error 	1.3158234028331575e-7
loss 	199667.2370421774
Iteration 	2
Optimal
Best Bound 	199667.49873721588
Time taken 	2684.94815993309
Error 	0.024375805554719306
loss 	199667.4987372252
Error wrt the true objective 	Any[1.816401196119699e-12, 8.829695799170145e-9]
Runtime	5247.9970898628235
Error wrt the random objective 	Any[0.0039835437412241576, 0.003991128902475572]
Test set error 	0.54
--------------------------------------
Noise level is20
Iteration 	1
Optimal
Best Bound 	99780.46670084808
Time taken 	6609.484956979752
Error 	1.181469476636706e-7
loss 	99780.46670141954
Iteration 	2
Optimal
Best Bound 	99780.5119958329
Time taken 	2020.0271809101105
Error 	0.009456412050019864
loss 	99780.51199585384
Error wrt the true objective 	Any[3.331161735342647e-12, 8.686216634856692e-9]
Runtime	8631.943087100983
Error wrt the random objective 	Any[0.0038496777979869588, 0.0038527237553182183]
Test set error 	0.37
--------------------------------------
Iteration 	1
Optimal
Best Bound 	99750.46349627723
Time taken 	3173.1779630184174
Error 	0.0017130925925687589
loss 	99750.46349627723
Iteration 	2
Optimal
Best Bound 	99750.46688610542
Time taken 	2745.083545923233
Error 	0.0017233386712119487
loss 	99750.46688610542
Error wrt the true objective 	Any[5.4298969007250675e-6, 5.5890735155437674e-5]
Runtime	5920.890007972717
Error wrt the random objective 	Any[0.0037936988192905207, 0.003724484229572585]
Test set error 	0.53
--------------------------------------
Iteration 	1
Optimal
Best Bound 	99623.59931127355
Time taken 	625.1371929645538
Error 	1.1497190670542308e-7
loss 	99623.59931222202
Iteration 	2
UserLimit
Best Bound 	99623.7627682539
Time taken 	7220.822799921036
Error 	NaN
loss 	NaN
Error wrt the true objective 	Any[4.084066418386101e-12, 0.012996573563701059]
Runtime	7847.513781070709
Error wrt the random objective 	Any[0.003863603809145761, 0.01362248240805832]
Test set error 	0.4
--------------------------------------
Iteration 	1
Optimal
Best Bound 	99791.3173116066
Time taken 	4484.785941123962
Error 	1.2125647607050415e-7
loss 	99791.31731289311
Iteration 	2
UserLimit
Best Bound 	99791.25794753715
Time taken 	7217.6043519973755
Error 	NaN
loss 	NaN
Error wrt the true objective 	Any[2.294221063126045e-11, 0.012996573563701059]
Runtime	11766.892396211624
Error wrt the random objective 	Any[0.004057760742139522, 0.01362248240805832]
Test set error 	0.5
--------------------------------------
Iteration 	1
Optimal
Best Bound 	99746.56497030024
Time taken 	2715.3203518390656
Error 	0.005010589447298958
loss 	99746.56497030024
Iteration 	2
UserLimit
Best Bound 	99746.49741379787
Time taken 	7212.622549057007
Error 	NaN
loss 	NaN
Error wrt the true objective 	Any[7.759587186337291e-9, 0.012996573563701059]
Runtime	9929.25400185585
Error wrt the random objective 	Any[0.0038526750547254844, 0.01362248240805832]
Test set error 	0.41
--------------------------------------
Iteration 	1
Optimal
Best Bound 	99689.51189342898
Time taken 	856.7105638980865
Error 	0.012901862810705619
loss 	99689.51189484146
Iteration 	2
UserLimit
Best Bound 	99689.5815262637
Time taken 	7220.0071930885315
Error 	NaN
loss 	NaN
Error wrt the true objective 	Any[2.528611678376258e-8, 0.012996573563701059]
Runtime	8078.010165929794
Error wrt the random objective 	Any[0.0038805172465130964, 0.01362248240805832]
Test set error 	0.5
--------------------------------------
Iteration 	1
Optimal
Best Bound 	99773.96761432337
Time taken 	2231.4918389320374
Error 	1.2791962315892062e-7
loss 	99773.96761432705
Iteration 	2
Optimal
Best Bound 	99774.25692773075
Time taken 	4790.601637840271
Error 	0.014700294190848048
loss 	99774.25692773172
Error wrt the true objective 	Any[1.5360820254661789e-12, 4.13649513687081e-8]
Runtime	7024.634887933731
Error wrt the random objective 	Any[0.00372533967264904, 0.0037286654888135495]
Test set error 	0.48
--------------------------------------
Iteration 	1
UserLimit
Best Bound 	99682.85531501271
Time taken 	7215.5754301548
Error 	NaN
loss 	NaN
Error wrt the true objective 	Any[0.012996573563701059]
Runtime	7215.63686299324
Error wrt the random objective 	Any[0.01362248240805832]
Test set error 	1.0
--------------------------------------
Iteration 	1
Optimal
Best Bound 	99745.36498724401
Time taken 	526.3683259487152
Error 	2.8181603664876635e-6
loss 	99745.36498727114
Iteration 	2
Optimal
Best Bound 	99746.21175143064
Time taken 	3438.1170539855957
Error 	0.01977356270841328
loss 	99746.21175145773
Error wrt the true objective 	Any[2.2927493237290264e-12, 6.328840846704653e-8]
Runtime	3966.967353105545
Error wrt the random objective 	Any[0.0040382431504698765, 0.004053362014902797]
Test set error 	0.58
--------------------------------------
Iteration 	1
Optimal
Best Bound 	99683.86129362971
Time taken 	585.0661561489105
Error 	0.007382576898131037
loss 	99683.86129362971
Iteration 	2
Optimal
Best Bound 	99683.94225084422
Time taken 	2381.358856201172
Error 	1.1354118932494711e-7
loss 	99683.94225084422
Error wrt the true objective 	Any[5.111228337639773e-5, 2.259576206697922e-12]
Runtime	2969.00701212883
Error wrt the random objective 	Any[0.003895136590524078, 0.0038949826320246635]
Test set error 	0.45
--------------------------------------
Noise level is100
Iteration 	1
Optimal
Best Bound 	19953.410139428146
Time taken 	2267.265855073929
Error 	3.6458256223448757e-6
loss 	19953.410139428146
Iteration 	2
Optimal
Best Bound 	19954.083583393483
Time taken 	3057.4731919765472
Error 	0.008297597767983556
loss 	19954.083585259188
Error wrt the true objective 	Any[4.504082870560033e-12, 4.289487719657398e-6]
Runtime	5327.220383167267
Error wrt the random objective 	Any[0.003965167843204409, 0.004023712218595212]
Test set error 	0.52
--------------------------------------
Iteration 	1
Optimal
Best Bound 	19961.239828089576
Time taken 	448.3501169681549
Error 	1.2735827548614208e-7
loss 	19961.239828089576
Iteration 	2
Optimal
Best Bound 	19961.434274811298
Time taken 	2716.617576122284
Error 	0.005313260162517932
loss 	19961.43427636968
Error wrt the true objective 	Any[3.4757067016166765e-11, 2.0732491850042334e-8]
Runtime	3167.294238805771
Error wrt the random objective 	Any[0.004034115168959124, 0.0040330286275514545]
Test set error 	0.52
--------------------------------------
Iteration 	1
Optimal
Best Bound 	19934.750587325518
Time taken 	472.559298992157
Error 	8.180050586411975e-6
loss 	19934.750587325518
Iteration 	2
UserLimit
Best Bound 	19934.77367390832
Time taken 	7221.969149112701
Error 	NaN
loss 	NaN
Error wrt the true objective 	Any[6.309121627912084e-12, 0.012996573563701059]
Runtime	7695.983243942261
Error wrt the random objective 	Any[0.004162406800804401, 0.01362248240805832]
Test set error 	0.58
--------------------------------------
Iteration 	1
Optimal
Best Bound 	19935.786185029116
Time taken 	458.95779490470886
Error 	1.2481500840348258e-7
loss 	19935.786185029116
Iteration 	2
UserLimit
Best Bound 	19936.293612736048
Time taken 	7218.679361820221
Error 	0.02314029499350646
loss 	19940.434075951052
Error wrt the true objective 	Any[2.5945270237803797e-12, 3.9419553003738894e-9]
Runtime	7680.068662881851
Error wrt the random objective 	Any[0.00397687422480388, 0.0039828639589773]
Test set error 	0.41
--------------------------------------
Iteration 	1
Optimal
Best Bound 	19951.480164631943
Time taken 	476.22960901260376
Error 	1.0737821993945101e-5
loss 	19951.480164631943
Iteration 	2
UserLimit
Best Bound 	19952.349801090928
Time taken 	7218.917143106461
Error 	NaN
loss 	NaN
Error wrt the true objective 	Any[8.007757651418146e-12, 0.012996573563701059]
Runtime	7696.524570941925
Error wrt the random objective 	Any[0.004069375911772515, 0.01362248240805832]
Test set error 	0.56
--------------------------------------
Iteration 	1
Optimal
Best Bound 	19938.523463191465
Time taken 	638.0730059146881
Error 	1.859420915164033e-5
loss 	19938.52346382076
Iteration 	2
Optimal
Best Bound 	19938.558407918783
Time taken 	3774.8126459121704
Error 	0.0018941492796463934
loss 	19938.558409899742
Error wrt the true objective 	Any[1.7190301265790353e-11, 8.203079639168553e-10]
Runtime	4415.319104194641
Error wrt the random objective 	Any[0.004028470909955869, 0.004031756208362642]
Test set error 	0.58
--------------------------------------
Iteration 	1
Optimal
Best Bound 	19963.757413608022
Time taken 	585.4062819480896
Error 	7.927796805253982e-6
loss 	19963.75741457988
Iteration 	2
Optimal
Best Bound 	19964.17645943334
Time taken 	2625.668492078781
Error 	0.007867036931106177
loss 	19964.176535883253
Error wrt the true objective 	Any[1.5992658586316821e-12, 8.636757682298213e-9]
Runtime	3213.5335898399353
Error wrt the random objective 	Any[0.0039982501026167815, 0.004003866074827283]
Test set error 	0.59
--------------------------------------
Iteration 	1
Optimal
Best Bound 	19941.911542740665
Time taken 	806.8164880275726
Error 	0.00045937221418512986
loss 	19941.911542740665
Iteration 	2
Optimal
Best Bound 	19941.915676392444
Time taken 	831.1695849895477
Error 	0.00046045590688445514
loss 	19941.915676392444
Error wrt the true objective 	Any[1.0218979112110171e-6, 2.8292540525075294e-6]
Runtime	1640.4012179374695
Error wrt the random objective 	Any[0.004237937827211042, 0.0042406798673771985]
Test set error 	0.42
--------------------------------------
Iteration 	1
Optimal
Best Bound 	19944.900702090523
Time taken 	501.94501304626465
Error 	1.3154971645327688e-7
loss 	19944.900702090523
Iteration 	2
