Detailed comparison of optimization algorithms.
optimizer forest_minimize
estimator GP
generator random
acquisitor LCB
wn0 0.000008
wn1 0.000021
wn2 0.000019
wn3 0.000062
wp 0.000024
vs0 1.670866
vs1 1.622723
vs2 1.692429
vs3 1.637521
cost 0.062455
time_stamp 184637-211102
forest_minimize-GP-random-LCB
optimizer forest_minimize
estimator GP
generator random
acquisitor EI
wn0 0.000001
wn1 0.000001
wn2 0.000003
wn3 0.000002
wp 0.000002
vs0 1.658643
vs1 1.654954
vs2 1.587793
vs3 1.65238
cost 0.047384
time_stamp 184747-211102
forest_minimize-GP-random-EI
optimizer forest_minimize
estimator GP
generator random
acquisitor PI
wn0 0.000003
wn1 0.000006
wn2 0.000013
wn3 0.000022
wp 0.000008
vs0 1.685658
vs1 1.662379
vs2 1.630455
vs3 1.621537
cost 0.058209
time_stamp 184851-211102
forest_minimize-GP-random-PI
optimizer forest_minimize
estimator GP
generator random
acquisitor gp_hedge
wn0 0.000016
wn1 0.000028
wn2 0.000045
wn3 0.000148
wp 0.000041
vs0 1.638411
vs1 1.650809
vs2 1.65688
vs3 1.601413
cost 0.04113
time_stamp 184956-211102
forest_minimize-GP-random-gp_hedge
optimizer forest_minimize
estimator GP
generator sobol
acquisitor LCB
wn0 0.000012
wn1 0.000023
wn2 0.000053
wn3 0.000079
wp 0.000034
vs0 1.667342
vs1 1.659345
vs2 1.627269
vs3 1.626708
cost 0.044066
time_stamp 185125-211102
forest_minimize-GP-sobol-LCB
optimizer forest_minimize
estimator GP
generator sobol
acquisitor EI
wn0 0.0
wn1 0.000001
wn2 0.000002
wn3 0.000004
wp 0.000001
vs0 1.70272
vs1 1.648216
vs2 1.651528
vs3 1.615442
cost 0.054903
time_stamp 185230-211102
forest_minimize-GP-sobol-EI
optimizer forest_minimize
estimator GP
generator sobol
acquisitor PI
wn0 0.000015
wn1 0.00002
wn2 0.000055
wn3 0.000144
wp 0.000039
vs0 1.643688
vs1 1.710294
vs2 1.659062
vs3 1.622548
cost 0.062497
time_stamp 185335-211102
forest_minimize-GP-sobol-PI
optimizer forest_minimize
estimator GP
generator sobol
acquisitor gp_hedge
wn0 0.000019
wn1 0.000031
wn2 0.000056
wn3 0.000105
wp 0.000048
vs0 1.631462
vs1 1.657785
vs2 1.650943
vs3 1.635056
cost 0.025582
time_stamp 185442-211102
forest_minimize-GP-sobol-gp_hedge
optimizer forest_minimize
estimator GP
generator halton
acquisitor LCB
wn0 0.00001
wn1 0.000059
wn2 0.000063
wn3 0.000143
wp 0.000039
vs0 1.786997
vs1 1.634795
vs2 1.661943
vs3 1.636242
cost 0.10782
time_stamp 185616-211102
forest_minimize-GP-halton-LCB
optimizer forest_minimize
estimator GP
generator halton
acquisitor EI
wn0 0.000053
wn1 0.000129
wn2 0.000142
wn3 0.000142
wp 0.000143
vs0 1.657455
vs1 1.613379
vs2 1.661578
vs3 1.70987
cost 0.070015
time_stamp 185717-211102
forest_minimize-GP-halton-EI
optimizer forest_minimize
estimator GP
generator halton
acquisitor PI
wn0 0.000003
wn1 0.000005
wn2 0.000008
wn3 0.00002
wp 0.000009
vs0 1.651611
vs1 1.669799
vs2 1.679718
vs3 1.646288
cost 0.033236
time_stamp 185822-211102
forest_minimize-GP-halton-PI
optimizer forest_minimize
estimator GP
generator halton
acquisitor gp_hedge
wn0 0.000006
wn1 0.000008
wn2 0.000012
wn3 0.00003
wp 0.000013
vs0 1.605458
vs1 1.65081
vs2 1.677326
vs3 1.634957
cost 0.053164
time_stamp 185933-211102
forest_minimize-GP-halton-gp_hedge
optimizer forest_minimize
estimator GP
generator hammersly
acquisitor LCB
wn0 0.000013
wn1 0.000029
wn2 0.000047
wn3 0.000113
wp 0.000038
vs0 1.681416
vs1 1.655008
vs2 1.656206
vs3 1.623584
cost 0.041846
time_stamp 190113-211102
forest_minimize-GP-hammersly-LCB
optimizer forest_minimize
estimator GP
generator hammersly
acquisitor EI
wn0 0.000011
wn1 0.000015
wn2 0.000148
wn3 0.000093
wp 0.000033
vs0 1.690632
vs1 1.750339
vs2 1.612066
vs3 1.650334
cost 0.108629
time_stamp 190231-211102
forest_minimize-GP-hammersly-EI
optimizer forest_minimize
estimator GP
generator hammersly
acquisitor PI
wn0 0.000005
wn1 0.000016
wn2 0.000016
wn3 0.000023
wp 0.000015
vs0 1.669493
vs1 1.593141
vs2 1.650403
vs3 1.656698
cost 0.050578
time_stamp 190343-211102
forest_minimize-GP-hammersly-PI
optimizer forest_minimize
estimator GP
generator hammersly
acquisitor gp_hedge
wn0 0.000015
wn1 0.000022
wn2 0.000046
wn3 0.000132
wp 0.000037
vs0 1.638259
vs1 1.675815
vs2 1.653965
vs3 1.609628
cost 0.049632
time_stamp 190453-211102
forest_minimize-GP-hammersly-gp_hedge
optimizer forest_minimize
estimator GP
generator lhs
acquisitor LCB
wn0 0.0
wn1 0.000001
wn2 0.000001
wn3 0.000003
wp 0.000001
vs0 1.649197
vs1 1.653394
vs2 1.768851
vs3 1.676821
cost 0.090829
time_stamp 190625-211102
forest_minimize-GP-lhs-LCB
optimizer forest_minimize
estimator GP
generator lhs
acquisitor EI
wn0 0.0
wn1 0.000001
wn2 0.000001
wn3 0.000122
wp 0.000001
vs0 1.680379
vs1 1.657436
vs2 1.68672
vs3 1.517847
cost 0.125265
time_stamp 190731-211102
forest_minimize-GP-lhs-EI
optimizer forest_minimize
estimator GP
generator lhs
acquisitor PI
wn0 0.000005
wn1 0.000013
wn2 0.000023
wn3 0.000032
wp 0.000017
vs0 1.708802
vs1 1.666611
vs2 1.660994
vs3 1.666737
cost 0.062511
time_stamp 190835-211102
forest_minimize-GP-lhs-PI
optimizer forest_minimize
estimator GP
generator lhs
acquisitor gp_hedge
wn0 0.000004
wn1 0.000012
wn2 0.000014
wn3 0.000028
wp 0.000013
vs0 1.700815
vs1 1.624941
vs2 1.665156
vs3 1.64201
cost 0.060012
time_stamp 190946-211102
forest_minimize-GP-lhs-gp_hedge
optimizer forest_minimize
estimator GP
generator grid
acquisitor LCB
wn0 0.000012
wn1 0.000026
wn2 0.000044
wn3 0.000043
wp 0.000032
vs0 1.649283
vs1 1.623721
vs2 1.621212
vs3 1.663603
cost 0.042052
time_stamp 191122-211102
forest_minimize-GP-grid-LCB
optimizer forest_minimize
estimator GP
generator grid
acquisitor EI
wn0 0.000012
wn1 0.000026
wn2 0.000044
wn3 0.000043
wp 0.000032
vs0 1.649283
vs1 1.623721
vs2 1.621212
vs3 1.663603
cost 0.042052
time_stamp 191229-211102
forest_minimize-GP-grid-EI
optimizer forest_minimize
estimator GP
generator grid
acquisitor PI
wn0 0.00001
wn1 0.000027
wn2 0.000033
wn3 0.000038
wp 0.000029
vs0 1.676142
vs1 1.619337
vs2 1.651184
vs3 1.679255
cost 0.052875
time_stamp 191338-211102
forest_minimize-GP-grid-PI
optimizer forest_minimize
estimator GP
generator grid
acquisitor gp_hedge
wn0 0.00001
wn1 0.000027
wn2 0.000033
wn3 0.000038
wp 0.000029
vs0 1.676142
vs1 1.619337
vs2 1.651184
vs3 1.679255
cost 0.052875
time_stamp 191446-211102
forest_minimize-GP-grid-gp_hedge
optimizer forest_minimize
estimator RF
generator random
acquisitor LCB
wn0 0.0
wn1 0.000021
wn2 0.000036
wn3 0.000026
wp 0.000003
vs0 1.903793
vs1 1.660202
vs2 1.651655
vs3 1.662352
cost 0.168486
time_stamp 191613-211102
forest_minimize-RF-random-LCB
optimizer forest_minimize
estimator RF
generator random
acquisitor EI
wn0 0.000027
wn1 0.000057
wn2 0.000136
wn3 0.000029
wp 0.000076
vs0 1.676564
vs1 1.656663
vs2 1.618301
vs3 1.843505
cost 0.156625
time_stamp 192313-211102
forest_minimize-RF-random-EI
optimizer forest_minimize
estimator RF
generator random
acquisitor PI
wn0 0.000001
wn1 0.000002
wn2 0.000001
wn3 0.000004
wp 0.000002
vs0 1.617005
vs1 1.558194
vs2 1.717776
vs3 1.645242
cost 0.119597
time_stamp 193003-211102
forest_minimize-RF-random-PI
optimizer forest_minimize
estimator RF
generator random
acquisitor gp_hedge
wn0 0.000033
wn1 0.000075
wn2 0.000063
wn3 0.000132
wp 0.000074
vs0 1.595869
vs1 1.555706
vs2 1.646858
vs3 1.621359
cost 0.109217
time_stamp 193700-211102
forest_minimize-RF-random-gp_hedge
optimizer forest_minimize
estimator RF
generator sobol
acquisitor LCB
wn0 0.000007
wn1 0.000014
wn2 0.000093
wn3 0.000039
wp 0.000019
vs0 1.659628
vs1 1.646006
vs2 1.528616
vs3 1.605778
cost 0.108623
time_stamp 194434-211102
forest_minimize-RF-sobol-LCB
optimizer forest_minimize
estimator RF
generator sobol
acquisitor EI
wn0 0.000011
wn1 0.00003
wn2 0.000065
wn3 0.00006
wp 0.000034
vs0 1.712912
vs1 1.646757
vs2 1.619771
vs3 1.655593
cost 0.061804
time_stamp 195137-211102
forest_minimize-RF-sobol-EI
optimizer forest_minimize
estimator RF
generator sobol
acquisitor PI
wn0 0.000013
wn1 0.000029
wn2 0.000047
wn3 0.000113
wp 0.000038
vs0 1.681416
vs1 1.655008
vs2 1.656206
vs3 1.623584
cost 0.041846
time_stamp 195842-211102
forest_minimize-RF-sobol-PI
optimizer forest_minimize
estimator RF
generator sobol
acquisitor gp_hedge
wn0 0.000015
wn1 0.00002
wn2 0.000055
wn3 0.000144
wp 0.000039
vs0 1.643688
vs1 1.710294
vs2 1.659062
vs3 1.622548
cost 0.062497
time_stamp 200545-211102
forest_minimize-RF-sobol-gp_hedge
optimizer forest_minimize
estimator RF
generator halton
acquisitor LCB
wn0 0.000001
wn1 0.000004
wn2 0.000028
wn3 0.000137
wp 0.000005
vs0 1.804348
vs1 1.72537
vs2 1.627941
vs3 1.590122
cost 0.188882
time_stamp 201400-211102
forest_minimize-RF-halton-LCB
optimizer forest_minimize
estimator RF
generator halton
acquisitor EI
wn0 0.000001
wn1 0.000005
wn2 0.000111
wn3 0.000141
wp 0.000004
vs0 1.877852
vs1 1.720446
vs2 1.630243
vs3 1.62743
cost 0.206439
time_stamp 202102-211102
forest_minimize-RF-halton-EI
optimizer forest_minimize
estimator RF
generator halton
acquisitor PI
wn0 0.000003
wn1 0.000005
wn2 0.000008
wn3 0.00002
wp 0.000009
vs0 1.651611
vs1 1.669799
vs2 1.679718
vs3 1.646288
cost 0.033236
time_stamp 202825-211102
forest_minimize-RF-halton-PI
optimizer forest_minimize
estimator RF
generator halton
acquisitor gp_hedge
wn0 0.000002
wn1 0.000022
wn2 0.000003
wn3 0.000005
wp 0.000005
vs0 1.699334
vs1 1.453892
vs2 1.688404
vs3 1.694429
cost 0.198955
time_stamp 203536-211102
forest_minimize-RF-halton-gp_hedge
optimizer forest_minimize
estimator RF
generator hammersly
acquisitor LCB
wn0 0.000006
wn1 0.000015
wn2 0.000016
wn3 0.000023
wp 0.000016
vs0 1.633715
vs1 1.585429
vs2 1.636372
vs3 1.645942
cost 0.059722
time_stamp 204400-211102
forest_minimize-RF-hammersly-LCB
optimizer forest_minimize
estimator RF
generator hammersly
acquisitor EI
wn0 0.000004
wn1 0.000007
wn2 0.000009
wn3 0.000052
wp 0.00001
vs0 1.665933
vs1 1.66267
vs2 1.698743
vs3 1.609099
cost 0.071665
time_stamp 205113-211102
forest_minimize-RF-hammersly-EI
optimizer forest_minimize
estimator RF
generator hammersly
acquisitor PI
wn0 0.000004
wn1 0.000011
wn2 0.000013
wn3 0.000045
wp 0.000011
vs0 1.674478
vs1 1.604209
vs2 1.640439
vs3 1.579891
cost 0.090872
time_stamp 205844-211102
forest_minimize-RF-hammersly-PI
optimizer forest_minimize
estimator RF
generator hammersly
acquisitor gp_hedge
wn0 0.0
wn1 0.000008
wn2 0.000019
wn3 0.000008
wp 0.000003
vs0 1.85927
vs1 1.646468
vs2 1.62204
vs3 1.66825
cost 0.156978
time_stamp 210610-211102
forest_minimize-RF-hammersly-gp_hedge
optimizer forest_minimize
estimator RF
generator lhs
acquisitor LCB
wn0 0.000001
wn1 0.000033
wn2 0.000001
wn3 0.000004
wp 0.000002
vs0 1.727457
vs1 1.407581
vs2 1.736955
vs3 1.649724
cost 0.246732
time_stamp 211451-211102
forest_minimize-RF-lhs-LCB
optimizer forest_minimize
estimator RF
generator lhs
acquisitor EI
wn0 0.000005
wn1 0.000021
wn2 0.000039
wn3 0.000144
wp 0.000018
vs0 1.773255
vs1 1.646796
vs2 1.633277
vs3 1.587307
cost 0.124773
time_stamp 212208-211102
forest_minimize-RF-lhs-EI
optimizer forest_minimize
estimator RF
generator lhs
acquisitor PI
wn0 0.000001
wn1 0.000024
wn2 0.000014
wn3 0.000025
wp 0.000003
vs0 1.891783
vs1 1.644959
vs2 1.670801
vs3 1.659841
cost 0.168161
time_stamp 212918-211102
forest_minimize-RF-lhs-PI
optimizer forest_minimize
estimator RF
generator lhs
acquisitor gp_hedge
wn0 0.000001
wn1 0.000014
wn2 0.000008
wn3 0.000007
wp 0.000004
vs0 1.806453
vs1 1.586633
vs2 1.644535
vs3 1.675004
cost 0.151691
time_stamp 213643-211102
forest_minimize-RF-lhs-gp_hedge
optimizer forest_minimize
estimator RF
generator grid
acquisitor LCB
wn0 0.000011
wn1 0.000029
wn2 0.000029
wn3 0.000068
wp 0.000029
vs0 1.635566
vs1 1.579743
vs2 1.639847
vs3 1.604662
cost 0.084959
time_stamp 214539-211102
forest_minimize-RF-grid-LCB
optimizer forest_minimize
estimator RF
generator grid
acquisitor EI
wn0 0.000012
wn1 0.000018
wn2 0.000041
wn3 0.000068
wp 0.00003
vs0 1.626371
vs1 1.663618
vs2 1.631195
vs3 1.624231
cost 0.049588
time_stamp 215312-211102
forest_minimize-RF-grid-EI
optimizer forest_minimize
estimator RF
generator grid
acquisitor PI
wn0 0.000004
wn1 0.000008
wn2 0.000011
wn3 0.000055
wp 0.000012
vs0 1.67123
vs1 1.658396
vs2 1.678833
vs3 1.603357
cost 0.063699
time_stamp 220057-211102
forest_minimize-RF-grid-PI
optimizer forest_minimize
estimator RF
generator grid
acquisitor gp_hedge
wn0 0.000012
wn1 0.000018
wn2 0.000041
wn3 0.000068
wp 0.00003
vs0 1.626371
vs1 1.663618
vs2 1.631195
vs3 1.624231
cost 0.049588
time_stamp 220840-211102
forest_minimize-RF-grid-gp_hedge
optimizer forest_minimize
estimator ET
generator random
acquisitor LCB
wn0 0.00001
wn1 0.000046
wn2 0.000021
wn3 0.000087
wp 0.000026
vs0 1.629138
vs1 1.489797
vs2 1.647402
vs3 1.563239
cost 0.163893
time_stamp 221750-211102
forest_minimize-ET-random-LCB
optimizer forest_minimize
estimator ET
generator random
acquisitor EI
wn0 0.000015
wn1 0.000034
wn2 0.000028
wn3 0.000097
wp 0.000041
vs0 1.653631
vs1 1.626447
vs2 1.715951
vs3 1.655023
cost 0.05949
time_stamp 222537-211102
forest_minimize-ET-random-EI
optimizer forest_minimize
estimator ET
generator random
acquisitor PI
wn0 0.000001
wn1 0.000002
wn2 0.000004
wn3 0.000007
wp 0.000003
vs0 1.57631
vs1 1.618409
vs2 1.594028
vs3 1.578501
cost 0.141062
time_stamp 223305-211102
forest_minimize-ET-random-PI
optimizer forest_minimize
estimator ET
generator random
acquisitor gp_hedge
wn0 0.000001
wn1 0.000089
wn2 0.000053
wn3 0.000036
wp 0.000006
vs0 1.887359
vs1 1.621005
vs2 1.637611
vs3 1.654258
cost 0.171516
time_stamp 224050-211102
forest_minimize-ET-random-gp_hedge
optimizer forest_minimize
estimator ET
generator sobol
acquisitor LCB
wn0 0.0
wn1 0.000001
wn2 0.000002
wn3 0.000001
wp 0.000001
vs0 1.657091
vs1 1.664682
vs2 1.607844
vs3 1.679344
cost 0.056529
time_stamp 224933-211102
forest_minimize-ET-sobol-LCB
optimizer forest_minimize
estimator ET
generator sobol
acquisitor EI
wn0 0.000017
wn1 0.000021
wn2 0.000056
wn3 0.000136
wp 0.000046
vs0 1.656905
vs1 1.739195
vs2 1.69459
vs3 1.663047
cost 0.093174
time_stamp 225713-211102
forest_minimize-ET-sobol-EI
optimizer forest_minimize
estimator ET
generator sobol
acquisitor PI
wn0 0.000012
wn1 0.000026
wn2 0.000093
wn3 0.000068
wp 0.000036
vs0 1.688155
vs1 1.663205
vs2 1.593324
vs3 1.640958
cost 0.070957
time_stamp 230453-211102
forest_minimize-ET-sobol-PI
optimizer forest_minimize
estimator ET
generator sobol
acquisitor gp_hedge
wn0 0.000009
wn1 0.000022
wn2 0.000028
wn3 0.000051
wp 0.000028
vs0 1.689203
vs1 1.653638
vs2 1.681769
vs3 1.670727
cost 0.05778
time_stamp 231235-211102
forest_minimize-ET-sobol-gp_hedge
optimizer forest_minimize
estimator ET
generator halton
acquisitor LCB
wn0 0.000001
wn1 0.000001
wn2 0.000003
wn3 0.000047
wp 0.000002
vs0 1.743697
vs1 1.68472
vs2 1.645101
vs3 1.554541
cost 0.138652
time_stamp 232204-211102
forest_minimize-ET-halton-LCB
optimizer forest_minimize
estimator ET
generator halton
acquisitor EI
wn0 0.0
wn1 0.000007
wn2 0.000011
wn3 0.000023
wp 0.000003
vs0 1.870021
vs1 1.658638
vs2 1.655668
vs3 1.638629
cost 0.148908
time_stamp 232957-211102
forest_minimize-ET-halton-EI
optimizer forest_minimize
estimator ET
generator halton
acquisitor PI
wn0 0.000002
wn1 0.000003
wn2 0.000007
wn3 0.000007
wp 0.000004
vs0 1.6
vs1 1.651105
vs2 1.587378
vs3 1.630486
cost 0.080752
time_stamp 233747-211102
forest_minimize-ET-halton-PI
optimizer forest_minimize
estimator ET
generator halton
acquisitor gp_hedge
wn0 0.000001
wn1 0.000001
wn2 0.000002
wn3 0.000003
wp 0.000002
vs0 1.64097
vs1 1.625564
vs2 1.675478
vs3 1.650369
cost 0.035947
time_stamp 234546-211102
forest_minimize-ET-halton-gp_hedge
optimizer forest_minimize
estimator ET
generator hammersly
acquisitor LCB
wn0 0.000003
wn1 0.000023
wn2 0.00003
wn3 0.000051
wp 0.000016
vs0 1.821753
vs1 1.664487
vs2 1.67435
vs3 1.664836
cost 0.136622
time_stamp 235447-211102
forest_minimize-ET-hammersly-LCB
optimizer forest_minimize
estimator ET
generator hammersly
acquisitor EI
wn0 0.000005
wn1 0.000017
wn2 0.000018
wn3 0.00003
wp 0.000015
vs0 1.714992
vs1 1.616247
vs2 1.654997
vs3 1.648683
cost 0.063672
time_stamp 000225-211103
forest_minimize-ET-hammersly-EI
optimizer forest_minimize
estimator ET
generator hammersly
acquisitor PI
wn0 0.00001
wn1 0.00002
wn2 0.000016
wn3 0.000092
wp 0.000028
vs0 1.661398
vs1 1.655359
vs2 1.754715
vs3 1.662118
cost 0.080964
time_stamp 001019-211103
forest_minimize-ET-hammersly-PI
optimizer forest_minimize
estimator ET
generator hammersly
acquisitor gp_hedge
wn0 0.000006
wn1 0.000014
wn2 0.000014
wn3 0.000042
wp 0.000015
vs0 1.648902
vs1 1.60375
vs2 1.658869
vs3 1.606859
cost 0.060217
time_stamp 001813-211103
forest_minimize-ET-hammersly-gp_hedge
optimizer forest_minimize
estimator ET
generator lhs
acquisitor LCB
wn0 0.000001
wn1 0.000004
wn2 0.000016
wn3 0.000008
wp 0.000004
vs0 1.756661
vs1 1.674466
vs2 1.599183
vs3 1.658868
cost 0.115644
time_stamp 002728-211103
forest_minimize-ET-lhs-LCB
optimizer forest_minimize
estimator ET
generator lhs
acquisitor EI
wn0 0.000007
wn1 0.000007
wn2 0.00012
wn3 0.000057
wp 0.000019
vs0 1.644522
vs1 1.789772
vs2 1.613094
vs3 1.657746
cost 0.115092
time_stamp 003508-211103
forest_minimize-ET-lhs-EI
optimizer forest_minimize
estimator ET
generator lhs
acquisitor PI
wn0 0.000009
wn1 0.00003
wn2 0.000018
wn3 0.000001
wp 0.000011
vs0 1.693963
vs1 1.67529
vs2 1.682704
vs3 2.019254
cost 0.285583
time_stamp 004325-211103
forest_minimize-ET-lhs-PI
optimizer forest_minimize
estimator ET
generator lhs
acquisitor gp_hedge
wn0 0.000002
wn1 0.000012
wn2 0.000007
wn3 0.000008
wp 0.000006
vs0 1.727479
vs1 1.542423
vs2 1.628533
vs3 1.656358
cost 0.129018
time_stamp 005129-211103
forest_minimize-ET-lhs-gp_hedge
optimizer forest_minimize
estimator ET
generator grid
acquisitor LCB
wn0 0.000011
wn1 0.000029
wn2 0.000029
wn3 0.000068
wp 0.000029
vs0 1.635566
vs1 1.579743
vs2 1.639847
vs3 1.604662
cost 0.084959
time_stamp 010117-211103
forest_minimize-ET-grid-LCB
optimizer forest_minimize
estimator ET
generator grid
acquisitor EI
wn0 0.000015
wn1 0.000029
wn2 0.000045
wn3 0.000072
wp 0.000041
vs0 1.6602
vs1 1.652853
vs2 1.662488
vs3 1.659937
cost 0.021502
time_stamp 010911-211103
forest_minimize-ET-grid-EI
optimizer forest_minimize
estimator ET
generator grid
acquisitor PI
wn0 0.000012
wn1 0.000026
wn2 0.000044
wn3 0.000043
wp 0.000032
vs0 1.649283
vs1 1.623721
vs2 1.621212
vs3 1.663603
cost 0.042052
time_stamp 011716-211103
forest_minimize-ET-grid-PI
optimizer forest_minimize
estimator ET
generator grid
acquisitor gp_hedge
wn0 0.000019
wn1 0.000031
wn2 0.000056
wn3 0.000105
wp 0.000048
vs0 1.631462
vs1 1.657785
vs2 1.650943
vs3 1.635056
cost 0.025582
time_stamp 012520-211103
forest_minimize-ET-grid-gp_hedge
optimizer forest_minimize
estimator GBRT
generator random
acquisitor LCB
wn0 0.0
wn1 0.000009
wn2 0.000005
wn3 0.000103
wp 0.000003
vs0 1.893733
vs1 1.677592
vs2 1.719704
vs3 1.644474
cost 0.210033
time_stamp 013526-211103
forest_minimize-GBRT-random-LCB
optimizer forest_minimize
estimator GBRT
generator random
acquisitor EI
wn0 0.000001
wn1 0.000022
wn2 0.000074
wn3 0.000009
wp 0.000004
vs0 1.882772
vs1 1.640654
vs2 1.6149
vs3 1.692458
cost 0.193743
time_stamp 013624-211103
forest_minimize-GBRT-random-EI
optimizer forest_minimize
estimator GBRT
generator random
acquisitor PI
wn0 0.0
wn1 0.000011
wn2 0.000014
wn3 0.000006
wp 0.000003
vs0 1.876032
vs1 1.646285
vs2 1.648598
vs3 1.698965
cost 0.169766
time_stamp 013733-211103
forest_minimize-GBRT-random-PI
optimizer forest_minimize
estimator GBRT
generator random
acquisitor gp_hedge
wn0 0.000135
wn1 0.000019
wn2 0.000054
wn3 0.000106
wp 0.000058
vs0 1.160184
vs1 1.718863
vs2 1.654058
vs3 1.63537
cost 0.349919
time_stamp 013837-211103
forest_minimize-GBRT-random-gp_hedge
optimizer forest_minimize
estimator GBRT
generator sobol
acquisitor LCB
wn0 0.000018
wn1 0.000016
wn2 0.000025
wn3 0.000069
wp 0.000037
vs0 1.564201
vs1 1.715712
vs2 1.734948
vs3 1.691441
cost 0.168424
time_stamp 013943-211103
forest_minimize-GBRT-sobol-LCB
optimizer forest_minimize
estimator GBRT
generator sobol
acquisitor EI
wn0 0.0
wn1 0.00002
wn2 0.000072
wn3 0.000077
wp 0.000003
vs0 1.906891
vs1 1.666983
vs2 1.642136
vs3 1.642424
cost 0.175342
time_stamp 014046-211103
forest_minimize-GBRT-sobol-EI
optimizer forest_minimize
estimator GBRT
generator sobol
acquisitor PI
wn0 0.000015
wn1 0.000029
wn2 0.000045
wn3 0.000072
wp 0.000041
vs0 1.6602
vs1 1.652853
vs2 1.662488
vs3 1.659937
cost 0.021502
time_stamp 014203-211103
forest_minimize-GBRT-sobol-PI
optimizer forest_minimize
estimator GBRT
generator sobol
acquisitor gp_hedge
wn0 0.000013
wn1 0.000031
wn2 0.000022
wn3 0.000115
wp 0.000036
vs0 1.670652
vs1 1.6289
vs2 1.739087
vs3 1.651085
cost 0.079954
time_stamp 014304-211103
forest_minimize-GBRT-sobol-gp_hedge
optimizer forest_minimize
estimator GBRT
generator halton
acquisitor LCB
wn0 0.0
wn1 0.000004
wn2 0.000012
wn3 0.000021
wp 0.000002
vs0 1.83977
vs1 1.667644
vs2 1.626964
vs3 1.61448
cost 0.161194
time_stamp 014423-211103
forest_minimize-GBRT-halton-LCB
optimizer forest_minimize
estimator GBRT
generator halton
acquisitor EI
wn0 0.0
wn1 0.000003
wn2 0.000002
wn3 0.000006
wp 0.000002
vs0 1.788006
vs1 1.620096
vs2 1.71157
vs3 1.655148
cost 0.142199
time_stamp 014524-211103
forest_minimize-GBRT-halton-EI
optimizer forest_minimize
estimator GBRT
generator halton
acquisitor PI
wn0 0.0
wn1 0.000004
wn2 0.000005
wn3 0.000009
wp 0.000002
vs0 1.840418
vs1 1.662093
vs2 1.671056
vs3 1.660173
cost 0.141661
time_stamp 014642-211103
forest_minimize-GBRT-halton-PI
optimizer forest_minimize
estimator GBRT
generator halton
acquisitor gp_hedge
wn0 0.000007
wn1 0.000011
wn2 0.000024
wn3 0.000089
wp 0.000021
vs0 1.708445
vs1 1.722029
vs2 1.69987
vs3 1.646523
cost 0.111406
time_stamp 014758-211103
forest_minimize-GBRT-halton-gp_hedge
optimizer forest_minimize
estimator GBRT
generator hammersly
acquisitor LCB
wn0 0.00002
wn1 0.000056
wn2 0.000145
wn3 0.000058
wp 0.000054
vs0 1.643292
vs1 1.5787
vs2 1.530724
vs3 1.652036
cost 0.1208
time_stamp 014938-211103
forest_minimize-GBRT-hammersly-LCB
optimizer forest_minimize
estimator GBRT
generator hammersly
acquisitor EI
wn0 0.000004
wn1 0.00001
wn2 0.000031
wn3 0.0001
wp 0.000014
vs0 1.719672
vs1 1.685683
vs2 1.625267
vs3 1.583473
cost 0.119161
time_stamp 015043-211103
forest_minimize-GBRT-hammersly-EI
optimizer forest_minimize
estimator GBRT
generator hammersly
acquisitor PI
wn0 0.000006
wn1 0.000005
wn2 0.000019
wn3 0.000043
wp 0.000015
vs0 1.647206
vs1 1.777742
vs2 1.702119
vs3 1.677029
cost 0.127081
time_stamp 015144-211103
forest_minimize-GBRT-hammersly-PI
optimizer forest_minimize
estimator GBRT
generator hammersly
acquisitor gp_hedge
wn0 0.000001
wn1 0.000015
wn2 0.000027
wn3 0.00005
wp 0.000004
vs0 1.873573
vs1 1.65005
vs2 1.638334
vs3 1.627146
cost 0.156451
time_stamp 015305-211103
forest_minimize-GBRT-hammersly-gp_hedge
optimizer forest_minimize
estimator GBRT
generator lhs
acquisitor LCB
wn0 0.0
wn1 0.000137
wn2 0.00001
wn3 0.000002
wp 0.000003
vs0 1.865529
vs1 1.562675
vs2 1.639219
vs3 1.764066
cost 0.259213
time_stamp 015428-211103
forest_minimize-GBRT-lhs-LCB
optimizer forest_minimize
estimator GBRT
generator lhs
acquisitor EI
wn0 0.000135
wn1 0.000124
wn2 0.000126
wn3 0.000001
wp 0.000009
vs0 1.671372
vs1 1.671463
vs2 1.671465
vs3 2.024777
cost 0.266107
time_stamp 015548-211103
forest_minimize-GBRT-lhs-EI
optimizer forest_minimize
estimator GBRT
generator lhs
acquisitor PI
wn0 0.000001
wn1 0.000038
wn2 0.00003
wn3 0.000044
wp 0.000005
vs0 1.878081
vs1 1.627985
vs2 1.64217
vs3 1.636893
cost 0.164263
time_stamp 015645-211103
forest_minimize-GBRT-lhs-PI
optimizer forest_minimize
estimator GBRT
generator lhs
acquisitor gp_hedge
wn0 0.0
wn1 0.000009
wn2 0.000011
wn3 0.00004
wp 0.000003
vs0 1.876139
vs1 1.654991
vs2 1.656818
vs3 1.626914
cost 0.158203
time_stamp 015814-211103
forest_minimize-GBRT-lhs-gp_hedge
optimizer forest_minimize
estimator GBRT
generator grid
acquisitor LCB
wn0 0.000009
wn1 0.000021
wn2 0.000021
wn3 0.00005
wp 0.000025
vs0 1.6722
vs1 1.627583
vs2 1.693507
vs3 1.65807
cost 0.0583
time_stamp 015947-211103
forest_minimize-GBRT-grid-LCB
optimizer forest_minimize
estimator GBRT
generator grid
acquisitor EI
wn0 0.000007
wn1 0.000018
wn2 0.000037
wn3 0.000052
wp 0.000022
vs0 1.726123
vs1 1.66817
vs2 1.642903
vs3 1.646694
cost 0.063452
time_stamp 020127-211103
forest_minimize-GBRT-grid-EI
optimizer forest_minimize
estimator GBRT
generator grid
acquisitor PI
wn0 0.000012
wn1 0.000026
wn2 0.000044
wn3 0.000043
wp 0.000032
vs0 1.649283
vs1 1.623721
vs2 1.621212
vs3 1.663603
cost 0.042052
time_stamp 020243-211103
forest_minimize-GBRT-grid-PI
optimizer forest_minimize
estimator GBRT
generator grid
acquisitor gp_hedge
wn0 0.000009
wn1 0.000018
wn2 0.000028
wn3 0.00008
wp 0.000027
vs0 1.677332
vs1 1.669319
vs2 1.679007
vs3 1.635128
cost 0.054867
time_stamp 020407-211103
forest_minimize-GBRT-grid-gp_hedge
optimizer gbrt_minimize
estimator GP
generator random
acquisitor LCB
wn0 0.000008
wn1 0.000021
wn2 0.000019
wn3 0.000062
wp 0.000024
vs0 1.670866
vs1 1.622723
vs2 1.692429
vs3 1.637521
cost 0.062455
time_stamp 020508-211103
gbrt_minimize-GP-random-LCB
optimizer gbrt_minimize
estimator GP
generator random
acquisitor EI
wn0 0.000001
wn1 0.000001
wn2 0.000003
wn3 0.000002
wp 0.000002
vs0 1.658643
vs1 1.654954
vs2 1.587793
vs3 1.65238
cost 0.047384
time_stamp 020648-211103
gbrt_minimize-GP-random-EI
optimizer gbrt_minimize
estimator GP
generator random
acquisitor PI
wn0 0.000003
wn1 0.000006
wn2 0.000013
wn3 0.000022
wp 0.000008
vs0 1.685658
vs1 1.662379
vs2 1.630455
vs3 1.621537
cost 0.058209
time_stamp 020817-211103
gbrt_minimize-GP-random-PI
optimizer gbrt_minimize
estimator GP
generator random
acquisitor gp_hedge
wn0 0.000016
wn1 0.000028
wn2 0.000045
wn3 0.000148
wp 0.000041
vs0 1.638411
vs1 1.650809
vs2 1.65688
vs3 1.601413
cost 0.04113
time_stamp 020950-211103
gbrt_minimize-GP-random-gp_hedge
optimizer gbrt_minimize
estimator GP
generator sobol
acquisitor LCB
wn0 0.000012
wn1 0.000023
wn2 0.000053
wn3 0.000079
wp 0.000034
vs0 1.667342
vs1 1.659345
vs2 1.627269
vs3 1.626708
cost 0.044066
time_stamp 021129-211103
gbrt_minimize-GP-sobol-LCB
optimizer gbrt_minimize
estimator GP
generator sobol
acquisitor EI
wn0 0.0
wn1 0.000001
wn2 0.000002
wn3 0.000004
wp 0.000001
vs0 1.70272
vs1 1.648216
vs2 1.651528
vs3 1.615442
cost 0.054903
time_stamp 021247-211103
gbrt_minimize-GP-sobol-EI
optimizer gbrt_minimize
estimator GP
generator sobol
acquisitor PI
wn0 0.000015
wn1 0.00002
wn2 0.000055
wn3 0.000144
wp 0.000039
vs0 1.643688
vs1 1.710294
vs2 1.659062
vs3 1.622548
cost 0.062497
time_stamp 021436-211103
gbrt_minimize-GP-sobol-PI
optimizer gbrt_minimize
estimator GP
generator sobol
acquisitor gp_hedge
wn0 0.000019
wn1 0.000031
wn2 0.000056
wn3 0.000105
wp 0.000048
vs0 1.631462
vs1 1.657785
vs2 1.650943
vs3 1.635056
cost 0.025582
time_stamp 021614-211103
gbrt_minimize-GP-sobol-gp_hedge
optimizer gbrt_minimize
estimator GP
generator halton
acquisitor LCB
wn0 0.00001
wn1 0.000059
wn2 0.000063
wn3 0.000143
wp 0.000039
vs0 1.786997
vs1 1.634795
vs2 1.661943
vs3 1.636242
cost 0.10782
time_stamp 021811-211103
gbrt_minimize-GP-halton-LCB
optimizer gbrt_minimize
estimator GP
generator halton
acquisitor EI
wn0 0.000053
wn1 0.000129
wn2 0.000142
wn3 0.000142
wp 0.000143
vs0 1.657455
vs1 1.613379
vs2 1.661578
vs3 1.70987
cost 0.070015
time_stamp 021935-211103
gbrt_minimize-GP-halton-EI
optimizer gbrt_minimize
estimator GP
generator halton
acquisitor PI
wn0 0.000003
wn1 0.000005
wn2 0.000008
wn3 0.00002
wp 0.000009
vs0 1.651611
vs1 1.669799
vs2 1.679718
vs3 1.646288
cost 0.033236
time_stamp 022048-211103
gbrt_minimize-GP-halton-PI
optimizer gbrt_minimize
estimator GP
generator halton
acquisitor gp_hedge
wn0 0.000006
wn1 0.000008
wn2 0.000012
wn3 0.00003
wp 0.000013
vs0 1.605458
vs1 1.65081
vs2 1.677326
vs3 1.634957
cost 0.053164
time_stamp 022208-211103
gbrt_minimize-GP-halton-gp_hedge
optimizer gbrt_minimize
estimator GP
generator hammersly
acquisitor LCB
wn0 0.000013
wn1 0.000029
wn2 0.000047
wn3 0.000113
wp 0.000038
vs0 1.681416
vs1 1.655008
vs2 1.656206
vs3 1.623584
cost 0.041846
time_stamp 022417-211103
gbrt_minimize-GP-hammersly-LCB
optimizer gbrt_minimize
estimator GP
generator hammersly
acquisitor EI
wn0 0.000011
wn1 0.000015
wn2 0.000148
wn3 0.000093
wp 0.000033
vs0 1.690632
vs1 1.750339
vs2 1.612066
vs3 1.650334
cost 0.108629
time_stamp 022555-211103
gbrt_minimize-GP-hammersly-EI
optimizer gbrt_minimize
estimator GP
generator hammersly
acquisitor PI
wn0 0.000005
wn1 0.000016
wn2 0.000016
wn3 0.000023
wp 0.000015
vs0 1.669493
vs1 1.593141
vs2 1.650403
vs3 1.656698
cost 0.050578
time_stamp 022723-211103
gbrt_minimize-GP-hammersly-PI
optimizer gbrt_minimize
estimator GP
generator hammersly
acquisitor gp_hedge
wn0 0.000015
wn1 0.000022
wn2 0.000046
wn3 0.000132
wp 0.000037
vs0 1.638259
vs1 1.675815
vs2 1.653965
vs3 1.609628
cost 0.049632
time_stamp 022901-211103
gbrt_minimize-GP-hammersly-gp_hedge
optimizer gbrt_minimize
estimator GP
generator lhs
acquisitor LCB
wn0 0.0
wn1 0.000001
wn2 0.000001
wn3 0.000003
wp 0.000001
vs0 1.649197
vs1 1.653394
vs2 1.768851
vs3 1.676821
cost 0.090829
time_stamp 023042-211103
gbrt_minimize-GP-lhs-LCB
optimizer gbrt_minimize
estimator GP
generator lhs
acquisitor EI
wn0 0.0
wn1 0.000001
wn2 0.000001
wn3 0.000122
wp 0.000001
vs0 1.680379
vs1 1.657436
vs2 1.68672
vs3 1.517847
cost 0.125265
time_stamp 023202-211103
gbrt_minimize-GP-lhs-EI
optimizer gbrt_minimize
estimator GP
generator lhs
acquisitor PI
wn0 0.000005
wn1 0.000013
wn2 0.000023
wn3 0.000032
wp 0.000017
vs0 1.708802
vs1 1.666611
vs2 1.660994
vs3 1.666737
cost 0.062511
time_stamp 023348-211103
gbrt_minimize-GP-lhs-PI
optimizer gbrt_minimize
estimator GP
generator lhs
acquisitor gp_hedge
wn0 0.000004
wn1 0.000012
wn2 0.000014
wn3 0.000028
wp 0.000013
vs0 1.700815
vs1 1.624941
vs2 1.665156
vs3 1.64201
cost 0.060012
time_stamp 023533-211103
gbrt_minimize-GP-lhs-gp_hedge
optimizer gbrt_minimize
estimator GP
generator grid
acquisitor LCB
wn0 0.000012
wn1 0.000026
wn2 0.000044
wn3 0.000043
wp 0.000032
vs0 1.649283
vs1 1.623721
vs2 1.621212
vs3 1.663603
cost 0.042052
time_stamp 023739-211103
gbrt_minimize-GP-grid-LCB
optimizer gbrt_minimize
estimator GP
generator grid
acquisitor EI
wn0 0.000012
wn1 0.000026
wn2 0.000044
wn3 0.000043
wp 0.000032
vs0 1.649283
vs1 1.623721
vs2 1.621212
vs3 1.663603
cost 0.042052
time_stamp 023919-211103
gbrt_minimize-GP-grid-EI
optimizer gbrt_minimize
estimator GP
generator grid
acquisitor PI
wn0 0.00001
wn1 0.000027
wn2 0.000033
wn3 0.000038
wp 0.000029
vs0 1.676142
vs1 1.619337
vs2 1.651184
vs3 1.679255
cost 0.052875
time_stamp 024033-211103
gbrt_minimize-GP-grid-PI
optimizer gbrt_minimize
estimator GP
generator grid
acquisitor gp_hedge
wn0 0.00001
wn1 0.000027
wn2 0.000033
wn3 0.000038
wp 0.000029
vs0 1.676142
vs1 1.619337
vs2 1.651184
vs3 1.679255
cost 0.052875
time_stamp 024151-211103
gbrt_minimize-GP-grid-gp_hedge
optimizer gbrt_minimize
estimator RF
generator random
acquisitor LCB
wn0 0.0
wn1 0.000021
wn2 0.000036
wn3 0.000026
wp 0.000003
vs0 1.903793
vs1 1.660202
vs2 1.651655
vs3 1.662352
cost 0.168486
time_stamp 024412-211103
gbrt_minimize-RF-random-LCB
optimizer gbrt_minimize
estimator RF
generator random
acquisitor EI
wn0 0.000027
wn1 0.000057
wn2 0.000136
wn3 0.000029
wp 0.000076
vs0 1.676564
vs1 1.656663
vs2 1.618301
vs3 1.843505
cost 0.156625
time_stamp 024628-211103
gbrt_minimize-RF-random-EI
optimizer gbrt_minimize
estimator RF
generator random
acquisitor PI
wn0 0.000001
wn1 0.000002
wn2 0.000001
wn3 0.000004
wp 0.000002
vs0 1.617005
vs1 1.558194
vs2 1.717776
vs3 1.645242
cost 0.119597
time_stamp 024854-211103
gbrt_minimize-RF-random-PI
optimizer gbrt_minimize
estimator RF
generator random
acquisitor gp_hedge
wn0 0.000033
wn1 0.000075
wn2 0.000063
wn3 0.000132
wp 0.000074
vs0 1.595869
vs1 1.555706
vs2 1.646858
vs3 1.621359
cost 0.109217
time_stamp 025131-211103
gbrt_minimize-RF-random-gp_hedge
optimizer gbrt_minimize
estimator RF
generator sobol
acquisitor LCB
wn0 0.000007
wn1 0.000014
wn2 0.000093
wn3 0.000039
wp 0.000019
vs0 1.659628
vs1 1.646006
vs2 1.528616
vs3 1.605778
cost 0.108623
time_stamp 025356-211103
gbrt_minimize-RF-sobol-LCB
optimizer gbrt_minimize
estimator RF
generator sobol
acquisitor EI
wn0 0.000011
wn1 0.00003
wn2 0.000065
wn3 0.00006
wp 0.000034
vs0 1.712912
vs1 1.646757
vs2 1.619771
vs3 1.655593
cost 0.061804
time_stamp 025558-211103
gbrt_minimize-RF-sobol-EI
optimizer gbrt_minimize
estimator RF
generator sobol
acquisitor PI
wn0 0.000013
wn1 0.000029
wn2 0.000047
wn3 0.000113
wp 0.000038
vs0 1.681416
vs1 1.655008
vs2 1.656206
vs3 1.623584
cost 0.041846
time_stamp 025825-211103
gbrt_minimize-RF-sobol-PI
optimizer gbrt_minimize
estimator RF
generator sobol
acquisitor gp_hedge
wn0 0.000015
wn1 0.00002
wn2 0.000055
wn3 0.000144
wp 0.000039
vs0 1.643688
vs1 1.710294
vs2 1.659062
vs3 1.622548
cost 0.062497
time_stamp 030030-211103
gbrt_minimize-RF-sobol-gp_hedge
optimizer gbrt_minimize
estimator RF
generator halton
acquisitor LCB
wn0 0.000001
wn1 0.000004
wn2 0.000028
wn3 0.000137
wp 0.000005
vs0 1.804348
vs1 1.72537
vs2 1.627941
vs3 1.590122
cost 0.188882
time_stamp 030312-211103
gbrt_minimize-RF-halton-LCB
optimizer gbrt_minimize
estimator RF
generator halton
acquisitor EI
wn0 0.000001
wn1 0.000005
wn2 0.000111
wn3 0.000141
wp 0.000004
vs0 1.877852
vs1 1.720446
vs2 1.630243
vs3 1.62743
cost 0.206439
time_stamp 030520-211103
gbrt_minimize-RF-halton-EI
optimizer gbrt_minimize
estimator RF
generator halton
acquisitor PI
wn0 0.000003
wn1 0.000005
wn2 0.000008
wn3 0.00002
wp 0.000009
vs0 1.651611
vs1 1.669799
vs2 1.679718
vs3 1.646288
cost 0.033236
time_stamp 030750-211103
gbrt_minimize-RF-halton-PI
optimizer gbrt_minimize
estimator RF
generator halton
acquisitor gp_hedge
wn0 0.000002
wn1 0.000022
wn2 0.000003
wn3 0.000005
wp 0.000005
vs0 1.699334
vs1 1.453892
vs2 1.688404
vs3 1.694429
cost 0.198955
time_stamp 030952-211103
gbrt_minimize-RF-halton-gp_hedge
optimizer gbrt_minimize
estimator RF
generator hammersly
acquisitor LCB
wn0 0.000006
wn1 0.000015
wn2 0.000016
wn3 0.000023
wp 0.000016
vs0 1.633715
vs1 1.585429
vs2 1.636372
vs3 1.645942
cost 0.059722
time_stamp 031244-211103
gbrt_minimize-RF-hammersly-LCB
optimizer gbrt_minimize
estimator RF
generator hammersly
acquisitor EI
wn0 0.000004
wn1 0.000007
wn2 0.000009
wn3 0.000052
wp 0.00001
vs0 1.665933
vs1 1.66267
vs2 1.698743
vs3 1.609099
cost 0.071665
time_stamp 031509-211103
gbrt_minimize-RF-hammersly-EI
optimizer gbrt_minimize
estimator RF
generator hammersly
acquisitor PI
wn0 0.000004
wn1 0.000011
wn2 0.000013
wn3 0.000045
wp 0.000011
vs0 1.674478
vs1 1.604209
vs2 1.640439
vs3 1.579891
cost 0.090872
time_stamp 031734-211103
gbrt_minimize-RF-hammersly-PI
optimizer gbrt_minimize
estimator RF
generator hammersly
acquisitor gp_hedge
wn0 0.0
wn1 0.000008
wn2 0.000019
wn3 0.000008
wp 0.000003
vs0 1.85927
vs1 1.646468
vs2 1.62204
vs3 1.66825
cost 0.156978
time_stamp 031959-211103
gbrt_minimize-RF-hammersly-gp_hedge
optimizer gbrt_minimize
estimator RF
generator lhs
acquisitor LCB
wn0 0.000001
wn1 0.000033
wn2 0.000001
wn3 0.000004
wp 0.000002
vs0 1.727457
vs1 1.407581
vs2 1.736955
vs3 1.649724
cost 0.246732
time_stamp 032238-211103
gbrt_minimize-RF-lhs-LCB
optimizer gbrt_minimize
estimator RF
generator lhs
acquisitor EI
wn0 0.000005
wn1 0.000021
wn2 0.000039
wn3 0.000144
wp 0.000018
vs0 1.773255
vs1 1.646796
vs2 1.633277
vs3 1.587307
cost 0.124773
time_stamp 032501-211103
gbrt_minimize-RF-lhs-EI
optimizer gbrt_minimize
estimator RF
generator lhs
acquisitor PI
wn0 0.000001
wn1 0.000024
wn2 0.000014
wn3 0.000025
wp 0.000003
vs0 1.891783
vs1 1.644959
vs2 1.670801
vs3 1.659841
cost 0.168161
time_stamp 032705-211103
gbrt_minimize-RF-lhs-PI
optimizer gbrt_minimize
estimator RF
generator lhs
acquisitor gp_hedge
wn0 0.000001
wn1 0.000014
wn2 0.000008
wn3 0.000007
wp 0.000004
vs0 1.806453
vs1 1.586633
vs2 1.644535
vs3 1.675004
cost 0.151691
time_stamp 032931-211103
gbrt_minimize-RF-lhs-gp_hedge
optimizer gbrt_minimize
estimator RF
generator grid
acquisitor LCB
wn0 0.000011
wn1 0.000029
wn2 0.000029
wn3 0.000068
wp 0.000029
vs0 1.635566
vs1 1.579743
vs2 1.639847
vs3 1.604662
cost 0.084959
time_stamp 033149-211103
gbrt_minimize-RF-grid-LCB
optimizer gbrt_minimize
estimator RF
generator grid
acquisitor EI
wn0 0.000012
wn1 0.000018
wn2 0.000041
wn3 0.000068
wp 0.00003
vs0 1.626371
vs1 1.663618
vs2 1.631195
vs3 1.624231
cost 0.049588
time_stamp 033416-211103
gbrt_minimize-RF-grid-EI
optimizer gbrt_minimize
estimator RF
generator grid
acquisitor PI
wn0 0.000004
wn1 0.000008
wn2 0.000011
wn3 0.000055
wp 0.000012
vs0 1.67123
vs1 1.658396
vs2 1.678833
vs3 1.603357
cost 0.063699
time_stamp 033644-211103
gbrt_minimize-RF-grid-PI
optimizer gbrt_minimize
estimator RF
generator grid
acquisitor gp_hedge
wn0 0.000012
wn1 0.000018
wn2 0.000041
wn3 0.000068
wp 0.00003
vs0 1.626371
vs1 1.663618
vs2 1.631195
vs3 1.624231
cost 0.049588
time_stamp 033911-211103
gbrt_minimize-RF-grid-gp_hedge
optimizer gbrt_minimize
estimator ET
generator random
acquisitor LCB
wn0 0.00001
wn1 0.000046
wn2 0.000021
wn3 0.000087
wp 0.000026
vs0 1.629138
vs1 1.489797
vs2 1.647402
vs3 1.563239
cost 0.163893
time_stamp 034147-211103
gbrt_minimize-ET-random-LCB
optimizer gbrt_minimize
estimator ET
generator random
acquisitor EI
wn0 0.000015
wn1 0.000034
wn2 0.000028
wn3 0.000097
wp 0.000041
vs0 1.653631
vs1 1.626447
vs2 1.715951
vs3 1.655023
cost 0.05949
time_stamp 034416-211103
gbrt_minimize-ET-random-EI
optimizer gbrt_minimize
estimator ET
generator random
acquisitor PI
wn0 0.000001
wn1 0.000002
wn2 0.000004
wn3 0.000007
wp 0.000003
vs0 1.57631
vs1 1.618409
vs2 1.594028
vs3 1.578501
cost 0.141062
time_stamp 034620-211103
gbrt_minimize-ET-random-PI
optimizer gbrt_minimize
estimator ET
generator random
acquisitor gp_hedge
wn0 0.000001
wn1 0.000089
wn2 0.000053
wn3 0.000036
wp 0.000006
vs0 1.887359
vs1 1.621005
vs2 1.637611
vs3 1.654258
cost 0.171516
time_stamp 034847-211103
gbrt_minimize-ET-random-gp_hedge
optimizer gbrt_minimize
estimator ET
generator sobol
acquisitor LCB
wn0 0.0
wn1 0.000001
wn2 0.000002
wn3 0.000001
wp 0.000001
vs0 1.657091
vs1 1.664682
vs2 1.607844
vs3 1.679344
cost 0.056529
time_stamp 035114-211103
gbrt_minimize-ET-sobol-LCB
optimizer gbrt_minimize
estimator ET
generator sobol
acquisitor EI
wn0 0.000017
wn1 0.000021
wn2 0.000056
wn3 0.000136
wp 0.000046
vs0 1.656905
vs1 1.739195
vs2 1.69459
vs3 1.663047
cost 0.093174
time_stamp 035321-211103
gbrt_minimize-ET-sobol-EI
optimizer gbrt_minimize
estimator ET
generator sobol
acquisitor PI
wn0 0.000012
wn1 0.000026
wn2 0.000093
wn3 0.000068
wp 0.000036
vs0 1.688155
vs1 1.663205
vs2 1.593324
vs3 1.640958
cost 0.070957
time_stamp 035549-211103
gbrt_minimize-ET-sobol-PI
optimizer gbrt_minimize
estimator ET
generator sobol
acquisitor gp_hedge
wn0 0.000009
wn1 0.000022
wn2 0.000028
wn3 0.000051
wp 0.000028
vs0 1.689203
vs1 1.653638
vs2 1.681769
vs3 1.670727
cost 0.05778
time_stamp 035752-211103
gbrt_minimize-ET-sobol-gp_hedge
optimizer gbrt_minimize
estimator ET
generator halton
acquisitor LCB
wn0 0.000001
wn1 0.000001
wn2 0.000003
wn3 0.000047
wp 0.000002
vs0 1.743697
vs1 1.68472
vs2 1.645101
vs3 1.554541
cost 0.138652
time_stamp 040039-211103
gbrt_minimize-ET-halton-LCB
optimizer gbrt_minimize
estimator ET
generator halton
acquisitor EI
wn0 0.0
wn1 0.000007
wn2 0.000011
wn3 0.000023
wp 0.000003
vs0 1.870021
vs1 1.658638
vs2 1.655668
vs3 1.638629
cost 0.148908
time_stamp 040252-211103
gbrt_minimize-ET-halton-EI
optimizer gbrt_minimize
estimator ET
generator halton
acquisitor PI
wn0 0.000002
wn1 0.000003
wn2 0.000007
wn3 0.000007
wp 0.000004
vs0 1.6
vs1 1.651105
vs2 1.587378
vs3 1.630486
cost 0.080752
time_stamp 040517-211103
gbrt_minimize-ET-halton-PI
optimizer gbrt_minimize
estimator ET
generator halton
acquisitor gp_hedge
wn0 0.000001
wn1 0.000001
wn2 0.000002
wn3 0.000003
wp 0.000002
vs0 1.64097
vs1 1.625564
vs2 1.675478
vs3 1.650369
cost 0.035947
time_stamp 040722-211103
gbrt_minimize-ET-halton-gp_hedge
optimizer gbrt_minimize
estimator ET
generator hammersly
acquisitor LCB
wn0 0.000003
wn1 0.000023
wn2 0.00003
wn3 0.000051
wp 0.000016
vs0 1.821753
vs1 1.664487
vs2 1.67435
vs3 1.664836
cost 0.136622
time_stamp 041010-211103
gbrt_minimize-ET-hammersly-LCB
optimizer gbrt_minimize
estimator ET
generator hammersly
acquisitor EI
wn0 0.000005
wn1 0.000017
wn2 0.000018
wn3 0.00003
wp 0.000015
vs0 1.714992
vs1 1.616247
vs2 1.654997
vs3 1.648683
cost 0.063672
time_stamp 041242-211103
gbrt_minimize-ET-hammersly-EI
optimizer gbrt_minimize
estimator ET
generator hammersly
acquisitor PI
wn0 0.00001
wn1 0.00002
wn2 0.000016
wn3 0.000092
wp 0.000028
vs0 1.661398
vs1 1.655359
vs2 1.754715
vs3 1.662118
cost 0.080964
time_stamp 041513-211103
gbrt_minimize-ET-hammersly-PI
optimizer gbrt_minimize
estimator ET
generator hammersly
acquisitor gp_hedge
wn0 0.000006
wn1 0.000014
wn2 0.000014
wn3 0.000042
wp 0.000015
vs0 1.648902
vs1 1.60375
vs2 1.658869
vs3 1.606859
cost 0.060217
time_stamp 041737-211103
gbrt_minimize-ET-hammersly-gp_hedge
optimizer gbrt_minimize
estimator ET
generator lhs
acquisitor LCB
wn0 0.000001
wn1 0.000004
wn2 0.000016
wn3 0.000008
wp 0.000004
vs0 1.756661
vs1 1.674466
vs2 1.599183
vs3 1.658868
cost 0.115644
time_stamp 042025-211103
gbrt_minimize-ET-lhs-LCB
optimizer gbrt_minimize
estimator ET
generator lhs
acquisitor EI
wn0 0.000007
wn1 0.000007
wn2 0.00012
wn3 0.000057
wp 0.000019
vs0 1.644522
vs1 1.789772
vs2 1.613094
vs3 1.657746
cost 0.115092
time_stamp 042239-211103
gbrt_minimize-ET-lhs-EI
optimizer gbrt_minimize
estimator ET
generator lhs
acquisitor PI
wn0 0.000009
wn1 0.00003
wn2 0.000018
wn3 0.000001
wp 0.000011
vs0 1.693963
vs1 1.67529
vs2 1.682704
vs3 2.019254
cost 0.285583
time_stamp 042507-211103
gbrt_minimize-ET-lhs-PI
optimizer gbrt_minimize
estimator ET
generator lhs
acquisitor gp_hedge
wn0 0.000002
wn1 0.000012
wn2 0.000007
wn3 0.000008
wp 0.000006
vs0 1.727479
vs1 1.542423
vs2 1.628533
vs3 1.656358
cost 0.129018
time_stamp 042713-211103
gbrt_minimize-ET-lhs-gp_hedge
optimizer gbrt_minimize
estimator ET
generator grid
acquisitor LCB
wn0 0.000011
wn1 0.000029
wn2 0.000029
wn3 0.000068
wp 0.000029
vs0 1.635566
vs1 1.579743
vs2 1.639847
vs3 1.604662
cost 0.084959
time_stamp 043004-211103
gbrt_minimize-ET-grid-LCB
optimizer gbrt_minimize
estimator ET
generator grid
acquisitor EI
wn0 0.000015
wn1 0.000029
wn2 0.000045
wn3 0.000072
wp 0.000041
vs0 1.6602
vs1 1.652853
vs2 1.662488
vs3 1.659937
cost 0.021502
time_stamp 043238-211103
gbrt_minimize-ET-grid-EI
optimizer gbrt_minimize
estimator ET
generator grid
acquisitor PI
wn0 0.000012
wn1 0.000026
wn2 0.000044
wn3 0.000043
wp 0.000032
vs0 1.649283
vs1 1.623721
vs2 1.621212
vs3 1.663603
cost 0.042052
time_stamp 043443-211103
gbrt_minimize-ET-grid-PI
optimizer gbrt_minimize
estimator ET
generator grid
acquisitor gp_hedge
wn0 0.000019
wn1 0.000031
wn2 0.000056
wn3 0.000105
wp 0.000048
vs0 1.631462
vs1 1.657785
vs2 1.650943
vs3 1.635056
cost 0.025582
time_stamp 043716-211103
gbrt_minimize-ET-grid-gp_hedge
optimizer gbrt_minimize
estimator GBRT
generator random
acquisitor LCB
wn0 0.0
wn1 0.000009
wn2 0.000005
wn3 0.000103
wp 0.000003
vs0 1.893733
vs1 1.677592
vs2 1.719704
vs3 1.644474
cost 0.210033
time_stamp 044005-211103
gbrt_minimize-GBRT-random-LCB
optimizer gbrt_minimize
estimator GBRT
generator random
acquisitor EI
wn0 0.000001
wn1 0.000022
wn2 0.000074
wn3 0.000009
wp 0.000004
vs0 1.882772
vs1 1.640654
vs2 1.6149
vs3 1.692458
cost 0.193743
time_stamp 044052-211103
gbrt_minimize-GBRT-random-EI
optimizer gbrt_minimize
estimator GBRT
generator random
acquisitor PI
wn0 0.0
wn1 0.000011
wn2 0.000014
wn3 0.000006
wp 0.000003
vs0 1.876032
vs1 1.646285
vs2 1.648598
vs3 1.698965
cost 0.169766
time_stamp 044147-211103
gbrt_minimize-GBRT-random-PI
optimizer gbrt_minimize
estimator GBRT
generator random
acquisitor gp_hedge
wn0 0.000135
wn1 0.000019
wn2 0.000054
wn3 0.000106
wp 0.000058
vs0 1.160184
vs1 1.718863
vs2 1.654058
vs3 1.63537
cost 0.349919
time_stamp 044310-211103
gbrt_minimize-GBRT-random-gp_hedge
optimizer gbrt_minimize
estimator GBRT
generator sobol
acquisitor LCB
wn0 0.000018
wn1 0.000016
wn2 0.000025
wn3 0.000069
wp 0.000037
vs0 1.564201
vs1 1.715712
vs2 1.734948
vs3 1.691441
cost 0.168424
time_stamp 044431-211103
gbrt_minimize-GBRT-sobol-LCB
optimizer gbrt_minimize
estimator GBRT
generator sobol
acquisitor EI
wn0 0.0
wn1 0.00002
wn2 0.000072
wn3 0.000077
wp 0.000003
vs0 1.906891
vs1 1.666983
vs2 1.642136
vs3 1.642424
cost 0.175342
time_stamp 044519-211103
gbrt_minimize-GBRT-sobol-EI
optimizer gbrt_minimize
estimator GBRT
generator sobol
acquisitor PI
wn0 0.000015
wn1 0.000029
wn2 0.000045
wn3 0.000072
wp 0.000041
vs0 1.6602
vs1 1.652853
vs2 1.662488
vs3 1.659937
cost 0.021502
time_stamp 044635-211103
gbrt_minimize-GBRT-sobol-PI
optimizer gbrt_minimize
estimator GBRT
generator sobol
acquisitor gp_hedge
wn0 0.000013
wn1 0.000031
wn2 0.000022
wn3 0.000115
wp 0.000036
vs0 1.670652
vs1 1.6289
vs2 1.739087
vs3 1.651085
cost 0.079954
time_stamp 044723-211103
gbrt_minimize-GBRT-sobol-gp_hedge
optimizer gbrt_minimize
estimator GBRT
generator halton
acquisitor LCB
wn0 0.0
wn1 0.000004
wn2 0.000012
wn3 0.000021
wp 0.000002
vs0 1.83977
vs1 1.667644
vs2 1.626964
vs3 1.61448
cost 0.161194
time_stamp 044838-211103
gbrt_minimize-GBRT-halton-LCB
optimizer gbrt_minimize
estimator GBRT
generator halton
acquisitor EI
wn0 0.0
wn1 0.000003
wn2 0.000002
wn3 0.000006
wp 0.000002
vs0 1.788006
vs1 1.620096
vs2 1.71157
vs3 1.655148
cost 0.142199
time_stamp 044927-211103
gbrt_minimize-GBRT-halton-EI
optimizer gbrt_minimize
estimator GBRT
generator halton
acquisitor PI
wn0 0.0
wn1 0.000004
wn2 0.000005
wn3 0.000009
wp 0.000002
vs0 1.840418
vs1 1.662093
vs2 1.671056
vs3 1.660173
cost 0.141661
time_stamp 045114-211103
gbrt_minimize-GBRT-halton-PI
optimizer gbrt_minimize
estimator GBRT
generator halton
acquisitor gp_hedge
wn0 0.000007
wn1 0.000011
wn2 0.000024
wn3 0.000089
wp 0.000021
vs0 1.708445
vs1 1.722029
vs2 1.69987
vs3 1.646523
cost 0.111406
time_stamp 045233-211103
gbrt_minimize-GBRT-halton-gp_hedge
optimizer gbrt_minimize
estimator GBRT
generator hammersly
acquisitor LCB
wn0 0.00002
wn1 0.000056
wn2 0.000145
wn3 0.000058
wp 0.000054
vs0 1.643292
vs1 1.5787
vs2 1.530724
vs3 1.652036
cost 0.1208
time_stamp 045402-211103
gbrt_minimize-GBRT-hammersly-LCB
optimizer gbrt_minimize
estimator GBRT
generator hammersly
acquisitor EI
wn0 0.000004
wn1 0.00001
wn2 0.000031
wn3 0.0001
wp 0.000014
vs0 1.719672
vs1 1.685683
vs2 1.625267
vs3 1.583473
cost 0.119161
time_stamp 045506-211103
gbrt_minimize-GBRT-hammersly-EI
optimizer gbrt_minimize
estimator GBRT
generator hammersly
acquisitor PI
wn0 0.000006
wn1 0.000005
wn2 0.000019
wn3 0.000043
wp 0.000015
vs0 1.647206
vs1 1.777742
vs2 1.702119
vs3 1.677029
cost 0.127081
time_stamp 045633-211103
gbrt_minimize-GBRT-hammersly-PI
optimizer gbrt_minimize
estimator GBRT
generator hammersly
acquisitor gp_hedge
wn0 0.000001
wn1 0.000015
wn2 0.000027
wn3 0.00005
wp 0.000004
vs0 1.873573
vs1 1.65005
vs2 1.638334
vs3 1.627146
cost 0.156451
time_stamp 045729-211103
gbrt_minimize-GBRT-hammersly-gp_hedge
optimizer gbrt_minimize
estimator GBRT
generator lhs
acquisitor LCB
wn0 0.0
wn1 0.000137
wn2 0.00001
wn3 0.000002
wp 0.000003
vs0 1.865529
vs1 1.562675
vs2 1.639219
vs3 1.764066
cost 0.259213
time_stamp 045839-211103
gbrt_minimize-GBRT-lhs-LCB
optimizer gbrt_minimize
estimator GBRT
generator lhs
acquisitor EI
wn0 0.000135
wn1 0.000124
wn2 0.000126
wn3 0.000001
wp 0.000009
vs0 1.671372
vs1 1.671463
vs2 1.671465
vs3 2.024777
cost 0.266107
time_stamp 045934-211103
gbrt_minimize-GBRT-lhs-EI
optimizer gbrt_minimize
estimator GBRT
generator lhs
acquisitor PI
wn0 0.000001
wn1 0.000038
wn2 0.00003
wn3 0.000044
wp 0.000005
vs0 1.878081
vs1 1.627985
vs2 1.64217
vs3 1.636893
cost 0.164263
time_stamp 050052-211103
gbrt_minimize-GBRT-lhs-PI
optimizer gbrt_minimize
estimator GBRT
generator lhs
acquisitor gp_hedge
wn0 0.0
wn1 0.000009
wn2 0.000011
wn3 0.00004
wp 0.000003
vs0 1.876139
vs1 1.654991
vs2 1.656818
vs3 1.626914
cost 0.158203
time_stamp 050141-211103
gbrt_minimize-GBRT-lhs-gp_hedge
optimizer gbrt_minimize
estimator GBRT
generator grid
acquisitor LCB
wn0 0.000009
wn1 0.000021
wn2 0.000021
wn3 0.00005
wp 0.000025
vs0 1.6722
vs1 1.627583
vs2 1.693507
vs3 1.65807
cost 0.0583
time_stamp 050320-211103
gbrt_minimize-GBRT-grid-LCB
optimizer gbrt_minimize
estimator GBRT
generator grid
acquisitor EI
wn0 0.000007
wn1 0.000018
wn2 0.000037
wn3 0.000052
wp 0.000022
vs0 1.726123
vs1 1.66817
vs2 1.642903
vs3 1.646694
cost 0.063452
time_stamp 050409-211103
gbrt_minimize-GBRT-grid-EI
optimizer gbrt_minimize
estimator GBRT
generator grid
acquisitor PI
wn0 0.000012
wn1 0.000026
wn2 0.000044
wn3 0.000043
wp 0.000032
vs0 1.649283
vs1 1.623721
vs2 1.621212
vs3 1.663603
cost 0.042052
time_stamp 050538-211103
gbrt_minimize-GBRT-grid-PI
optimizer gbrt_minimize
estimator GBRT
generator grid
acquisitor gp_hedge
wn0 0.000009
wn1 0.000018
wn2 0.000028
wn3 0.00008
wp 0.000027
vs0 1.677332
vs1 1.669319
vs2 1.679007
vs3 1.635128
cost 0.054867
time_stamp 050627-211103
gbrt_minimize-GBRT-grid-gp_hedge
optimizer gp_minimize
estimator GP
generator random
acquisitor LCB
wn0 0.000007
wn1 0.000028
wn2 0.00015
wn3 0.00015
wp 0.000031
vs0 1.80719
vs1 1.710134
vs2 1.633147
vs3 1.643425
cost 0.14591
time_stamp 050754-211103
gp_minimize-GP-random-LCB
optimizer gp_minimize
estimator GP
generator random
acquisitor EI
wn0 0.000007
wn1 0.000079
wn2 0.000023
wn3 0.000039
wp 0.000024
vs0 1.750807
vs1 1.531893
vs2 1.674174
vs3 1.667011
cost 0.157635
time_stamp 050938-211103
gp_minimize-GP-random-EI
optimizer gp_minimize
estimator GP
generator random
acquisitor PI
wn0 0.000001
wn1 0.000002
wn2 0.000003
wn3 0.000003
wp 0.000003
vs0 1.724663
vs1 1.64673
vs2 1.647518
vs3 1.689697
cost 0.072795
time_stamp 051155-211103
gp_minimize-GP-random-PI
optimizer gp_minimize
estimator GP
generator random
acquisitor gp_hedge
wn0 0.00002
wn1 0.000039
wn2 0.000067
wn3 0.000134
wp 0.000054
vs0 1.64643
vs1 1.64458
vs2 1.641931
vs3 1.620889
cost 0.027982
time_stamp 051323-211103
gp_minimize-GP-random-gp_hedge
optimizer gp_minimize
estimator GP
generator sobol
acquisitor LCB
wn0 0.000016
wn1 0.000026
wn2 0.000016
wn3 0.00015
wp 0.000038
vs0 1.611874
vs1 1.636154
vs2 1.789597
vs3 1.664463
cost 0.124868
time_stamp 051532-211103
gp_minimize-GP-sobol-LCB
optimizer gp_minimize
estimator GP
generator sobol
acquisitor EI
wn0 0.000013
wn1 0.000033
wn2 0.000048
wn3 0.000133
wp 0.000039
vs0 1.686805
vs1 1.635867
vs2 1.648461
vs3 1.60653
cost 0.058149
time_stamp 051659-211103
gp_minimize-GP-sobol-EI
optimizer gp_minimize
estimator GP
generator sobol
acquisitor PI
wn0 0.000013
wn1 0.000023
wn2 0.000054
wn3 0.000067
wp 0.000037
vs0 1.664076
vs1 1.680682
vs2 1.645028
vs3 1.659184
cost 0.035706
time_stamp 051900-211103
gp_minimize-GP-sobol-PI
optimizer gp_minimize
estimator GP
generator sobol
acquisitor gp_hedge
wn0 0.000011
wn1 0.000023
wn2 0.000039
wn3 0.000059
wp 0.00003
vs0 1.664007
vs1 1.644327
vs2 1.641018
vs3 1.642941
cost 0.021648
time_stamp 052031-211103
gp_minimize-GP-sobol-gp_hedge
optimizer gp_minimize
estimator GP
generator halton
acquisitor LCB
wn0 0.000014
wn1 0.000031
wn2 0.000077
wn3 0.000065
wp 0.000041
vs0 1.683871
vs1 1.654342
vs2 1.612935
vs3 1.657053
cost 0.049897
time_stamp 052309-211103
gp_minimize-GP-halton-LCB
optimizer gp_minimize
estimator GP
generator halton
acquisitor EI
wn0 0.000002
wn1 0.000008
wn2 0.000009
wn3 0.000014
wp 0.000007
vs0 1.758096
vs1 1.637463
vs2 1.664869
vs3 1.663313
cost 0.090191
time_stamp 052435-211103
gp_minimize-GP-halton-EI
optimizer gp_minimize
estimator GP
generator halton
acquisitor PI
wn0 0.000008
wn1 0.000019
wn2 0.00003
wn3 0.000038
wp 0.000023
vs0 1.668891
vs1 1.632129
vs2 1.637448
vs3 1.655512
cost 0.033228
time_stamp 052634-211103
gp_minimize-GP-halton-PI
optimizer gp_minimize
estimator GP
generator halton
acquisitor gp_hedge
wn0 0.000012
wn1 0.000018
wn2 0.000044
wn3 0.000064
wp 0.000031
vs0 1.6526
vs1 1.695084
vs2 1.654003
vs3 1.6567
cost 0.035386
time_stamp 052759-211103
gp_minimize-GP-halton-gp_hedge
optimizer gp_minimize
estimator GP
generator hammersly
acquisitor LCB
wn0 0.000014
wn1 0.000026
wn2 0.00004
wn3 0.000054
wp 0.000037
vs0 1.648981
vs1 1.655434
vs2 1.663227
vs3 1.677531
cost 0.028612
time_stamp 053032-211103
gp_minimize-GP-hammersly-LCB
optimizer gp_minimize
estimator GP
generator hammersly
acquisitor EI
wn0 0.000021
wn1 0.000029
wn2 0.00015
wn3 0.00015
wp 0.000062
vs0 1.679692
vs1 1.741884
vs2 1.641049
vs3 1.661965
cost 0.086359
time_stamp 053159-211103
gp_minimize-GP-hammersly-EI
optimizer gp_minimize
estimator GP
generator hammersly
acquisitor PI
wn0 0.000006
wn1 0.000012
wn2 0.000022
wn3 0.000022
wp 0.000016
vs0 1.655713
vs1 1.634232
vs2 1.624671
vs3 1.661608
cost 0.035405
time_stamp 053405-211103
gp_minimize-GP-hammersly-PI
optimizer gp_minimize
estimator GP
generator hammersly
acquisitor gp_hedge
wn0 0.000005
wn1 0.000008
wn2 0.000017
wn3 0.000035
wp 0.000014
vs0 1.646053
vs1 1.678817
vs2 1.657665
vs3 1.634592
cost 0.033841
time_stamp 053533-211103
gp_minimize-GP-hammersly-gp_hedge
optimizer gp_minimize
estimator GP
generator lhs
acquisitor LCB
wn0 0.0
wn1 0.0
wn2 0.000001
wn3 0.0
wp 0.000001
vs0 1.591927
vs1 1.690238
vs2 1.65215
vs3 1.799406
cost 0.151435
time_stamp 053807-211103
gp_minimize-GP-lhs-LCB
optimizer gp_minimize
estimator GP
generator lhs
acquisitor EI
wn0 0.000002
wn1 0.000004
wn2 0.00015
wn3 0.000021
wp 0.000008
vs0 1.709469
vs1 1.743809
vs2 1.557174
vs3 1.643663
cost 0.152995
time_stamp 053934-211103
gp_minimize-GP-lhs-EI
optimizer gp_minimize
estimator GP
generator lhs
acquisitor PI
wn0 0.000001
wn1 0.000005
wn2 0.000007
wn3 0.000011
wp 0.000005
vs0 1.773889
vs1 1.648294
vs2 1.658501
vs3 1.651633
cost 0.08226
time_stamp 054143-211103
gp_minimize-GP-lhs-PI
optimizer gp_minimize
estimator GP
generator lhs
acquisitor gp_hedge
wn0 0.000004
wn1 0.000008
wn2 0.000012
wn3 0.000036
wp 0.000011
vs0 1.657182
vs1 1.641353
vs2 1.661007
vs3 1.611064
cost 0.039861
time_stamp 054312-211103
gp_minimize-GP-lhs-gp_hedge
optimizer gp_minimize
estimator GP
generator grid
acquisitor LCB
wn0 0.000012
wn1 0.000032
wn2 0.000067
wn3 0.000059
wp 0.000039
vs0 1.710208
vs1 1.657262
vs2 1.633625
vs3 1.674198
cost 0.065481
time_stamp 054519-211103
gp_minimize-GP-grid-LCB
optimizer gp_minimize
estimator GP
generator grid
acquisitor EI
wn0 0.000004
wn1 0.000008
wn2 0.000016
wn3 0.000014
wp 0.00001
vs0 1.672803
vs1 1.643215
vs2 1.617355
vs3 1.661794
cost 0.044864
time_stamp 054652-211103
gp_minimize-GP-grid-EI
optimizer gp_minimize
estimator GP
generator grid
acquisitor PI
wn0 0.000008
wn1 0.000021
wn2 0.00003
wn3 0.000048
wp 0.000025
vs0 1.687366
vs1 1.638729
vs2 1.653753
vs3 1.648896
cost 0.03242
time_stamp 054816-211103
gp_minimize-GP-grid-PI
optimizer gp_minimize
estimator GP
generator grid
acquisitor gp_hedge
wn0 0.000009
wn1 0.000019
wn2 0.000019
wn3 0.000063
wp 0.000024
vs0 1.650861
vs1 1.63181
vs2 1.694014
vs3 1.636292
cost 0.046529
time_stamp 055015-211103
gp_minimize-GP-grid-gp_hedge
optimizer gp_minimize
estimator RF
generator random
acquisitor LCB
wn0 0.0
wn1 0.000021
wn2 0.000036
wn3 0.000026
wp 0.000003
vs0 1.903793
vs1 1.660202
vs2 1.651655
vs3 1.662352
cost 0.168486
time_stamp 055216-211103
gp_minimize-RF-random-LCB
optimizer gp_minimize
estimator RF
generator random
acquisitor EI
wn0 0.000027
wn1 0.000057
wn2 0.000136
wn3 0.000029
wp 0.000076
vs0 1.676564
vs1 1.656663
vs2 1.618301
vs3 1.843505
cost 0.156625
time_stamp 060248-211103
gp_minimize-RF-random-EI
optimizer gp_minimize
estimator RF
generator random
acquisitor PI
wn0 0.000001
wn1 0.000002
wn2 0.000001
wn3 0.000004
wp 0.000002
vs0 1.617005
vs1 1.558194
vs2 1.717776
vs3 1.645242
cost 0.119597
time_stamp 061030-211103
gp_minimize-RF-random-PI
optimizer gp_minimize
estimator RF
generator random
acquisitor gp_hedge
wn0 0.000033
wn1 0.000075
wn2 0.000063
wn3 0.000132
wp 0.000074
vs0 1.595869
vs1 1.555706
vs2 1.646858
vs3 1.621359
cost 0.109217
time_stamp 061808-211103
gp_minimize-RF-random-gp_hedge
optimizer gp_minimize
estimator RF
generator sobol
acquisitor LCB
wn0 0.000007
wn1 0.000014
wn2 0.000093
wn3 0.000039
wp 0.000019
vs0 1.659628
vs1 1.646006
vs2 1.528616
vs3 1.605778
cost 0.108623
time_stamp 062635-211103
gp_minimize-RF-sobol-LCB
optimizer gp_minimize
estimator RF
generator sobol
acquisitor EI
wn0 0.000011
wn1 0.00003
wn2 0.000065
wn3 0.00006
wp 0.000034
vs0 1.712912
vs1 1.646757
vs2 1.619771
vs3 1.655593
cost 0.061804
time_stamp 063416-211103
gp_minimize-RF-sobol-EI
optimizer gp_minimize
estimator RF
generator sobol
acquisitor PI
wn0 0.000013
wn1 0.000029
wn2 0.000047
wn3 0.000113
wp 0.000038
vs0 1.681416
vs1 1.655008
vs2 1.656206
vs3 1.623584
cost 0.041846
time_stamp 064240-211103
gp_minimize-RF-sobol-PI
optimizer gp_minimize
estimator RF
generator sobol
acquisitor gp_hedge
wn0 0.000015
wn1 0.00002
wn2 0.000055
wn3 0.000144
wp 0.000039
vs0 1.643688
vs1 1.710294
vs2 1.659062
vs3 1.622548
cost 0.062497
time_stamp 065021-211103
gp_minimize-RF-sobol-gp_hedge
optimizer gp_minimize
estimator RF
generator halton
acquisitor LCB
wn0 0.000001
wn1 0.000004
wn2 0.000028
wn3 0.000137
wp 0.000005
vs0 1.804348
vs1 1.72537
vs2 1.627941
vs3 1.590122
cost 0.188882
time_stamp 065841-211103
gp_minimize-RF-halton-LCB
optimizer gp_minimize
estimator RF
generator halton
acquisitor EI
wn0 0.000001
wn1 0.000005
wn2 0.000111
wn3 0.000141
wp 0.000004
vs0 1.877852
vs1 1.720446
vs2 1.630243
vs3 1.62743
cost 0.206439
time_stamp 070858-211103
gp_minimize-RF-halton-EI
optimizer gp_minimize
estimator RF
generator halton
acquisitor PI
wn0 0.000003
wn1 0.000005
wn2 0.000008
wn3 0.00002
wp 0.000009
vs0 1.651611
vs1 1.669799
vs2 1.679718
vs3 1.646288
cost 0.033236
time_stamp 071647-211103
gp_minimize-RF-halton-PI
optimizer gp_minimize
estimator RF
generator halton
acquisitor gp_hedge
wn0 0.000002
wn1 0.000022
wn2 0.000003
wn3 0.000005
wp 0.000005
vs0 1.699334
vs1 1.453892
vs2 1.688404
vs3 1.694429
cost 0.198955
time_stamp 072630-211103
gp_minimize-RF-halton-gp_hedge
optimizer gp_minimize
estimator RF
generator hammersly
acquisitor LCB
wn0 0.000006
wn1 0.000015
wn2 0.000016
wn3 0.000023
wp 0.000016
vs0 1.633715
vs1 1.585429
vs2 1.636372
vs3 1.645942
cost 0.059722
time_stamp 073435-211103
gp_minimize-RF-hammersly-LCB
optimizer gp_minimize
estimator RF
generator hammersly
acquisitor EI
wn0 0.000004
wn1 0.000007
wn2 0.000009
wn3 0.000052
wp 0.00001
vs0 1.665933
vs1 1.66267
vs2 1.698743
vs3 1.609099
cost 0.071665
time_stamp 074420-211103
gp_minimize-RF-hammersly-EI
optimizer gp_minimize
estimator RF
generator hammersly
acquisitor PI
wn0 0.000004
wn1 0.000011
wn2 0.000013
wn3 0.000045
wp 0.000011
vs0 1.674478
vs1 1.604209
vs2 1.640439
vs3 1.579891
cost 0.090872
time_stamp 075209-211103
gp_minimize-RF-hammersly-PI
optimizer gp_minimize
estimator RF
generator hammersly
acquisitor gp_hedge
wn0 0.0
wn1 0.000008
wn2 0.000019
wn3 0.000008
wp 0.000003
vs0 1.85927
vs1 1.646468
vs2 1.62204
vs3 1.66825
cost 0.156978
time_stamp 080049-211103
gp_minimize-RF-hammersly-gp_hedge
optimizer gp_minimize
estimator RF
generator lhs
acquisitor LCB
wn0 0.000001
wn1 0.000033
wn2 0.000001
wn3 0.000004
wp 0.000002
vs0 1.727457
vs1 1.407581
vs2 1.736955
vs3 1.649724
cost 0.246732
time_stamp 080856-211103
gp_minimize-RF-lhs-LCB
optimizer gp_minimize
estimator RF
generator lhs
acquisitor EI
wn0 0.000005
wn1 0.000021
wn2 0.000039
wn3 0.000144
wp 0.000018
vs0 1.773255
vs1 1.646796
vs2 1.633277
vs3 1.587307
cost 0.124773
time_stamp 081653-211103
gp_minimize-RF-lhs-EI
optimizer gp_minimize
estimator RF
generator lhs
acquisitor PI
wn0 0.000001
wn1 0.000024
wn2 0.000014
wn3 0.000025
wp 0.000003
vs0 1.891783
vs1 1.644959
vs2 1.670801
vs3 1.659841
cost 0.168161
time_stamp 082443-211103
gp_minimize-RF-lhs-PI
optimizer gp_minimize
estimator RF
generator lhs
acquisitor gp_hedge
wn0 0.000001
wn1 0.000014
wn2 0.000008
wn3 0.000007
wp 0.000004
vs0 1.806453
vs1 1.586633
vs2 1.644535
vs3 1.675004
cost 0.151691
time_stamp 083322-211103
gp_minimize-RF-lhs-gp_hedge
optimizer gp_minimize
estimator RF
generator grid
acquisitor LCB
wn0 0.000011
wn1 0.000029
wn2 0.000029
wn3 0.000068
wp 0.000029
vs0 1.635566
vs1 1.579743
vs2 1.639847
vs3 1.604662
cost 0.084959
time_stamp 084135-211103
gp_minimize-RF-grid-LCB
optimizer gp_minimize
estimator RF
generator grid
acquisitor EI
wn0 0.000012
wn1 0.000018
wn2 0.000041
wn3 0.000068
wp 0.00003
vs0 1.626371
vs1 1.663618
vs2 1.631195
vs3 1.624231
cost 0.049588
time_stamp 085006-211103
gp_minimize-RF-grid-EI
optimizer gp_minimize
estimator RF
generator grid
acquisitor PI
wn0 0.000004
wn1 0.000008
wn2 0.000011
wn3 0.000055
wp 0.000012
vs0 1.67123
vs1 1.658396
vs2 1.678833
vs3 1.603357
cost 0.063699
time_stamp 085758-211103
gp_minimize-RF-grid-PI
optimizer gp_minimize
estimator RF
generator grid
acquisitor gp_hedge
wn0 0.000012
wn1 0.000018
wn2 0.000041
wn3 0.000068
wp 0.00003
vs0 1.626371
vs1 1.663618
vs2 1.631195
vs3 1.624231
cost 0.049588
time_stamp 090630-211103
gp_minimize-RF-grid-gp_hedge
optimizer gp_minimize
estimator ET
generator random
acquisitor LCB
wn0 0.00001
wn1 0.000046
wn2 0.000021
wn3 0.000087
wp 0.000026
vs0 1.629138
vs1 1.489797
vs2 1.647402
vs3 1.563239
cost 0.163893
time_stamp 091443-211103
gp_minimize-ET-random-LCB
optimizer gp_minimize
estimator ET
generator random
acquisitor EI
wn0 0.000015
wn1 0.000034
wn2 0.000028
wn3 0.000097
wp 0.000041
vs0 1.653631
vs1 1.626447
vs2 1.715951
vs3 1.655023
cost 0.05949
time_stamp 092414-211103
gp_minimize-ET-random-EI
optimizer gp_minimize
estimator ET
generator random
acquisitor PI
wn0 0.000001
wn1 0.000002
wn2 0.000004
wn3 0.000007
wp 0.000003
vs0 1.57631
vs1 1.618409
vs2 1.594028
vs3 1.578501
cost 0.141062
time_stamp 093214-211103
gp_minimize-ET-random-PI
optimizer gp_minimize
estimator ET
generator random
acquisitor gp_hedge
wn0 0.000001
wn1 0.000089
wn2 0.000053
wn3 0.000036
wp 0.000006
vs0 1.887359
vs1 1.621005
vs2 1.637611
vs3 1.654258
cost 0.171516
time_stamp 094102-211103
gp_minimize-ET-random-gp_hedge
optimizer gp_minimize
estimator ET
generator sobol
acquisitor LCB
wn0 0.0
wn1 0.000001
wn2 0.000002
wn3 0.000001
wp 0.000001
vs0 1.657091
vs1 1.664682
vs2 1.607844
vs3 1.679344
cost 0.056529
time_stamp 094924-211103
gp_minimize-ET-sobol-LCB
optimizer gp_minimize
estimator ET
generator sobol
acquisitor EI
wn0 0.000017
wn1 0.000021
wn2 0.000056
wn3 0.000136
wp 0.000046
vs0 1.656905
vs1 1.739195
vs2 1.69459
vs3 1.663047
cost 0.093174
time_stamp 095740-211103
gp_minimize-ET-sobol-EI
optimizer gp_minimize
estimator ET
generator sobol
acquisitor PI
wn0 0.000012
wn1 0.000026
wn2 0.000093
wn3 0.000068
wp 0.000036
vs0 1.688155
vs1 1.663205
vs2 1.593324
vs3 1.640958
cost 0.070957
time_stamp 100539-211103
gp_minimize-ET-sobol-PI
optimizer gp_minimize
estimator ET
generator sobol
acquisitor gp_hedge
wn0 0.000009
wn1 0.000022
wn2 0.000028
wn3 0.000051
wp 0.000028
vs0 1.689203
vs1 1.653638
vs2 1.681769
vs3 1.670727
cost 0.05778
time_stamp 101346-211103
gp_minimize-ET-sobol-gp_hedge
optimizer gp_minimize
estimator ET
generator halton
acquisitor LCB
wn0 0.000001
wn1 0.000001
wn2 0.000003
wn3 0.000047
wp 0.000002
vs0 1.743697
vs1 1.68472
vs2 1.645101
vs3 1.554541
cost 0.138652
time_stamp 102156-211103
gp_minimize-ET-halton-LCB
optimizer gp_minimize
estimator ET
generator halton
acquisitor EI
wn0 0.0
wn1 0.000007
wn2 0.000011
wn3 0.000023
wp 0.000003
vs0 1.870021
vs1 1.658638
vs2 1.655668
vs3 1.638629
cost 0.148908
time_stamp 102948-211103
gp_minimize-ET-halton-EI
optimizer gp_minimize
estimator ET
generator halton
acquisitor PI
wn0 0.000002
wn1 0.000003
wn2 0.000007
wn3 0.000007
wp 0.000004
vs0 1.6
vs1 1.651105
vs2 1.587378
vs3 1.630486
cost 0.080752
time_stamp 103647-211103
gp_minimize-ET-halton-PI
optimizer gp_minimize
estimator ET
generator halton
acquisitor gp_hedge
wn0 0.000001
wn1 0.000001
wn2 0.000002
wn3 0.000003
wp 0.000002
vs0 1.64097
vs1 1.625564
vs2 1.675478
vs3 1.650369
cost 0.035947
time_stamp 104459-211103
gp_minimize-ET-halton-gp_hedge
optimizer gp_minimize
estimator ET
generator hammersly
acquisitor LCB
wn0 0.000003
wn1 0.000023
wn2 0.00003
wn3 0.000051
wp 0.000016
vs0 1.821753
vs1 1.664487
vs2 1.67435
vs3 1.664836
cost 0.136622
time_stamp 105727-211103
gp_minimize-ET-hammersly-LCB
optimizer gp_minimize
estimator ET
generator hammersly
acquisitor EI
wn0 0.000005
wn1 0.000017
wn2 0.000018
wn3 0.00003
wp 0.000015
vs0 1.714992
vs1 1.616247
vs2 1.654997
vs3 1.648683
cost 0.063672
time_stamp 110434-211103
gp_minimize-ET-hammersly-EI
optimizer gp_minimize
estimator ET
generator hammersly
acquisitor PI
wn0 0.00001
wn1 0.00002
wn2 0.000016
wn3 0.000092
wp 0.000028
vs0 1.661398
vs1 1.655359
vs2 1.754715
vs3 1.662118
cost 0.080964
time_stamp 111305-211103
gp_minimize-ET-hammersly-PI
optimizer gp_minimize
estimator ET
generator hammersly
acquisitor gp_hedge
wn0 0.000006
wn1 0.000014
wn2 0.000014
wn3 0.000042
wp 0.000015
vs0 1.648902
vs1 1.60375
vs2 1.658869
vs3 1.606859
cost 0.060217
time_stamp 112000-211103
gp_minimize-ET-hammersly-gp_hedge
optimizer gp_minimize
estimator ET
generator lhs
acquisitor LCB
wn0 0.000001
wn1 0.000004
wn2 0.000016
wn3 0.000008
wp 0.000004
vs0 1.756661
vs1 1.674466
vs2 1.599183
vs3 1.658868
cost 0.115644
time_stamp 113022-211103
gp_minimize-ET-lhs-LCB
optimizer gp_minimize
estimator ET
generator lhs
acquisitor EI
wn0 0.000007
wn1 0.000007
wn2 0.00012
wn3 0.000057
wp 0.000019
vs0 1.644522
vs1 1.789772
vs2 1.613094
vs3 1.657746
cost 0.115092
time_stamp 113827-211103
gp_minimize-ET-lhs-EI
optimizer gp_minimize
estimator ET
generator lhs
acquisitor PI
wn0 0.000009
wn1 0.00003
wn2 0.000018
wn3 0.000001
wp 0.000011
vs0 1.693963
vs1 1.67529
vs2 1.682704
vs3 2.019254
cost 0.285583
time_stamp 114733-211103
gp_minimize-ET-lhs-PI
optimizer gp_minimize
estimator ET
generator lhs
acquisitor gp_hedge
wn0 0.000002
wn1 0.000012
wn2 0.000007
wn3 0.000008
wp 0.000006
vs0 1.727479
vs1 1.542423
vs2 1.628533
vs3 1.656358
cost 0.129018
time_stamp 115537-211103
gp_minimize-ET-lhs-gp_hedge
optimizer gp_minimize
estimator ET
generator grid
acquisitor LCB
wn0 0.000011
wn1 0.000029
wn2 0.000029
wn3 0.000068
wp 0.000029
vs0 1.635566
vs1 1.579743
vs2 1.639847
vs3 1.604662
cost 0.084959
time_stamp 120433-211103
gp_minimize-ET-grid-LCB
optimizer gp_minimize
estimator ET
generator grid
acquisitor EI
wn0 0.000015
wn1 0.000029
wn2 0.000045
wn3 0.000072
wp 0.000041
vs0 1.6602
vs1 1.652853
vs2 1.662488
vs3 1.659937
cost 0.021502
time_stamp 121245-211103
gp_minimize-ET-grid-EI
optimizer gp_minimize
estimator ET
generator grid
acquisitor PI
wn0 0.000012
wn1 0.000026
wn2 0.000044
wn3 0.000043
wp 0.000032
vs0 1.649283
vs1 1.623721
vs2 1.621212
vs3 1.663603
cost 0.042052
time_stamp 122133-211103
gp_minimize-ET-grid-PI
optimizer gp_minimize
estimator ET
generator grid
acquisitor gp_hedge
wn0 0.000019
wn1 0.000031
wn2 0.000056
wn3 0.000105
wp 0.000048
vs0 1.631462
vs1 1.657785
vs2 1.650943
vs3 1.635056
cost 0.025582
time_stamp 122942-211103
gp_minimize-ET-grid-gp_hedge
optimizer gp_minimize
estimator GBRT
generator random
acquisitor LCB
wn0 0.0
wn1 0.000009
wn2 0.000005
wn3 0.000103
wp 0.000003
vs0 1.893733
vs1 1.677592
vs2 1.719704
vs3 1.644474
cost 0.210033
time_stamp 123818-211103
gp_minimize-GBRT-random-LCB
optimizer gp_minimize
estimator GBRT
generator random
acquisitor EI
wn0 0.000001
wn1 0.000022
wn2 0.000074
wn3 0.000009
wp 0.000004
vs0 1.882772
vs1 1.640654
vs2 1.6149
vs3 1.692458
cost 0.193743
time_stamp 123920-211103
gp_minimize-GBRT-random-EI
optimizer gp_minimize
estimator GBRT
generator random
acquisitor PI
wn0 0.0
wn1 0.000011
wn2 0.000014
wn3 0.000006
wp 0.000003
vs0 1.876032
vs1 1.646285
vs2 1.648598
vs3 1.698965
cost 0.169766
time_stamp 124044-211103
gp_minimize-GBRT-random-PI
optimizer gp_minimize
estimator GBRT
generator random
acquisitor gp_hedge
wn0 0.000135
wn1 0.000019
wn2 0.000054
wn3 0.000106
wp 0.000058
vs0 1.160184
vs1 1.718863
vs2 1.654058
vs3 1.63537
cost 0.349919
time_stamp 124146-211103
gp_minimize-GBRT-random-gp_hedge
optimizer gp_minimize
estimator GBRT
generator sobol
acquisitor LCB
wn0 0.000018
wn1 0.000016
wn2 0.000025
wn3 0.000069
wp 0.000037
vs0 1.564201
vs1 1.715712
vs2 1.734948
vs3 1.691441
cost 0.168424
time_stamp 124251-211103
gp_minimize-GBRT-sobol-LCB
optimizer gp_minimize
estimator GBRT
generator sobol
acquisitor EI
wn0 0.0
wn1 0.00002
wn2 0.000072
wn3 0.000077
wp 0.000003
vs0 1.906891
vs1 1.666983
vs2 1.642136
vs3 1.642424
cost 0.175342
time_stamp 124353-211103
gp_minimize-GBRT-sobol-EI
optimizer gp_minimize
estimator GBRT
generator sobol
acquisitor PI
wn0 0.000015
wn1 0.000029
wn2 0.000045
wn3 0.000072
wp 0.000041
vs0 1.6602
vs1 1.652853
vs2 1.662488
vs3 1.659937
cost 0.021502
time_stamp 124505-211103
gp_minimize-GBRT-sobol-PI
optimizer gp_minimize
estimator GBRT
generator sobol
acquisitor gp_hedge
wn0 0.000013
wn1 0.000031
wn2 0.000022
wn3 0.000115
wp 0.000036
vs0 1.670652
vs1 1.6289
vs2 1.739087
vs3 1.651085
cost 0.079954
time_stamp 124649-211103
gp_minimize-GBRT-sobol-gp_hedge
optimizer gp_minimize
estimator GBRT
generator halton
acquisitor LCB
wn0 0.0
wn1 0.000004
wn2 0.000012
wn3 0.000021
wp 0.000002
vs0 1.83977
vs1 1.667644
vs2 1.626964
vs3 1.61448
cost 0.161194
time_stamp 124743-211103
gp_minimize-GBRT-halton-LCB
optimizer gp_minimize
estimator GBRT
generator halton
acquisitor EI
wn0 0.0
wn1 0.000003
wn2 0.000002
wn3 0.000006
wp 0.000002
vs0 1.788006
vs1 1.620096
vs2 1.71157
vs3 1.655148
cost 0.142199
time_stamp 124930-211103
gp_minimize-GBRT-halton-EI
optimizer gp_minimize
estimator GBRT
generator halton
acquisitor PI
wn0 0.0
wn1 0.000004
wn2 0.000005
wn3 0.000009
wp 0.000002
vs0 1.840418
vs1 1.662093
vs2 1.671056
vs3 1.660173
cost 0.141661
time_stamp 125020-211103
gp_minimize-GBRT-halton-PI
optimizer gp_minimize
estimator GBRT
generator halton
acquisitor gp_hedge
wn0 0.000007
wn1 0.000011
wn2 0.000024
wn3 0.000089
wp 0.000021
vs0 1.708445
vs1 1.722029
vs2 1.69987
vs3 1.646523
cost 0.111406
time_stamp 125219-211103
gp_minimize-GBRT-halton-gp_hedge
optimizer gp_minimize
estimator GBRT
generator hammersly
acquisitor LCB
wn0 0.00002
wn1 0.000056
wn2 0.000145
wn3 0.000058
wp 0.000054
vs0 1.643292
vs1 1.5787
vs2 1.530724
vs3 1.652036
cost 0.1208
time_stamp 125312-211103
gp_minimize-GBRT-hammersly-LCB
optimizer gp_minimize
estimator GBRT
generator hammersly
acquisitor EI
wn0 0.000004
wn1 0.00001
wn2 0.000031
wn3 0.0001
wp 0.000014
vs0 1.719672
vs1 1.685683
vs2 1.625267
vs3 1.583473
cost 0.119161
time_stamp 125511-211103
gp_minimize-GBRT-hammersly-EI
optimizer gp_minimize
estimator GBRT
generator hammersly
acquisitor PI
wn0 0.000006
wn1 0.000005
wn2 0.000019
wn3 0.000043
wp 0.000015
vs0 1.647206
vs1 1.777742
vs2 1.702119
vs3 1.677029
cost 0.127081
time_stamp 125602-211103
gp_minimize-GBRT-hammersly-PI
optimizer gp_minimize
estimator GBRT
generator hammersly
acquisitor gp_hedge
wn0 0.000001
wn1 0.000015
wn2 0.000027
wn3 0.00005
wp 0.000004
vs0 1.873573
vs1 1.65005
vs2 1.638334
vs3 1.627146
cost 0.156451
time_stamp 125802-211103
gp_minimize-GBRT-hammersly-gp_hedge
optimizer gp_minimize
estimator GBRT
generator lhs
acquisitor LCB
wn0 0.0
wn1 0.000137
wn2 0.00001
wn3 0.000002
wp 0.000003
vs0 1.865529
vs1 1.562675
vs2 1.639219
vs3 1.764066
cost 0.259213
time_stamp 125857-211103
gp_minimize-GBRT-lhs-LCB
optimizer gp_minimize
estimator GBRT
generator lhs
acquisitor EI
wn0 0.000135
wn1 0.000124
wn2 0.000126
wn3 0.000001
wp 0.000009
vs0 1.671372
vs1 1.671463
vs2 1.671465
vs3 2.024777
cost 0.266107
time_stamp 130035-211103
gp_minimize-GBRT-lhs-EI
optimizer gp_minimize
estimator GBRT
generator lhs
acquisitor PI
wn0 0.000001
wn1 0.000038
wn2 0.00003
wn3 0.000044
wp 0.000005
vs0 1.878081
vs1 1.627985
vs2 1.64217
vs3 1.636893
cost 0.164263
time_stamp 130124-211103
gp_minimize-GBRT-lhs-PI
optimizer gp_minimize
estimator GBRT
generator lhs
acquisitor gp_hedge
wn0 0.0
wn1 0.000009
wn2 0.000011
wn3 0.00004
wp 0.000003
vs0 1.876139
vs1 1.654991
vs2 1.656818
vs3 1.626914
cost 0.158203
time_stamp 130314-211103
gp_minimize-GBRT-lhs-gp_hedge
optimizer gp_minimize
estimator GBRT
generator grid
acquisitor LCB
wn0 0.000009
wn1 0.000021
wn2 0.000021
wn3 0.00005
wp 0.000025
vs0 1.6722
vs1 1.627583
vs2 1.693507
vs3 1.65807
cost 0.0583
time_stamp 130408-211103
gp_minimize-GBRT-grid-LCB
optimizer gp_minimize
estimator GBRT
generator grid
acquisitor EI
wn0 0.000007
wn1 0.000018
wn2 0.000037
wn3 0.000052
wp 0.000022
vs0 1.726123
vs1 1.66817
vs2 1.642903
vs3 1.646694
cost 0.063452
time_stamp 130600-211103
gp_minimize-GBRT-grid-EI
optimizer gp_minimize
estimator GBRT
generator grid
acquisitor PI
wn0 0.000012
wn1 0.000026
wn2 0.000044
wn3 0.000043
wp 0.000032
vs0 1.649283
vs1 1.623721
vs2 1.621212
vs3 1.663603
cost 0.042052
time_stamp 130652-211103
gp_minimize-GBRT-grid-PI
optimizer gp_minimize
estimator GBRT
generator grid
acquisitor gp_hedge
wn0 0.000009
wn1 0.000018
wn2 0.000028
wn3 0.00008
wp 0.000027
vs0 1.677332
vs1 1.669319
vs2 1.679007
vs3 1.635128
cost 0.054867
time_stamp 130807-211103
gp_minimize-GBRT-grid-gp_hedge