Downloads: 1
| # | mean_fit_time | std_fit_time | mean_score_time | std_score_time | param_gamma | param_learning_rate | param_max_bin | param_max_delta_step | param_max_depth | param_max_leaves | param_min_child_weight | param_n_estimators | params | split0_test_score | split1_test_score | split2_test_score | split3_test_score | split4_test_score | mean_test_score | std_test_score | rank_test_score | split0_train_score | split1_train_score | split2_train_score | split3_train_score | split4_train_score | mean_train_score | std_train_score | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 0 | 0.013186168670654298 | 0.0007922977537717019 | 0.009231758117675782 | 0.00034624529389188025 | 0.0 | 0.01 | 2 | 0 | 1 | 0 | 0.001 | 10 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 0, 'min_child_weight': 0.001, 'n_estimators': 10} | -21.902965426445007 | -19.647356470425922 | -21.396288514137268 | -20.165416300296783 | -22.160877207914986 | -21.054580783843996 | 0.9829858798306753 | 43837 | -20.826576421658196 | -21.3977881471316 | -20.93531704942385 | -21.246610894799232 | -20.752334222197533 | -21.031725347042084 | 0.2488444551610423 |
| 2 | 1 | 0.02371554374694824 | 0.0015366195570237762 | 0.007008790969848633 | 0.0007929316486907044 | 0.0 | 0.01 | 2 | 0 | 1 | 0 | 0.001 | 50 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 0, 'min_child_weight': 0.001, 'n_estimators': 50} | -21.513543367385864 | -18.834649125734963 | -20.90208367506663 | -19.923129618167877 | -21.71392693122228 | -20.57746654351552 | 1.071328864420534 | 29881 | -20.323521624008812 | -21.03802685936292 | -20.41158241033554 | -20.691338941454887 | -20.271847014625866 | -20.547263369957605 | 0.2849317228052873 |
| 3 | 2 | 0.028857088088989256 | 0.0012863530112497779 | 0.008259105682373046 | 0.0013930668219025001 | 0.0 | 0.01 | 2 | 0 | 1 | 0 | 0.001 | 100 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 0, 'min_child_weight': 0.001, 'n_estimators': 100} | -21.21938772996267 | -18.71610112984975 | -20.70339099566142 | -19.839903712272644 | -21.46498950322469 | -20.388754614194234 | 1.0046129556351762 | 17065 | -20.025536412994065 | -20.78694206972917 | -20.09103298683961 | -20.31800252199173 | -19.966971476872764 | -20.237697093685465 | 0.29931050091557165 |
| 4 | 3 | 0.04981207847595215 | 0.0038127491297837383 | 0.007705068588256836 | 0.00030355138893906134 | 0.0 | 0.01 | 2 | 0 | 1 | 0 | 0.001 | 200 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 0, 'min_child_weight': 0.001, 'n_estimators': 200} | -20.966347098350525 | -18.450490156809487 | -20.44060719013214 | -19.86638847986857 | -21.403920451800026 | -20.22555067539215 | 1.0260040255355587 | 6157 | -19.739808057745297 | -20.561957408984505 | -19.815377578139305 | -19.92838310698668 | -19.635057707627617 | -19.936116771896685 | 0.32725767735622296 |
| 5 | 4 | 0.01543741226196289 | 0.0009311519137611494 | 0.010352802276611329 | 0.003962109700327059 | 0.0 | 0.01 | 2 | 0 | 1 | 0 | 0.01 | 10 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 0, 'min_child_weight': 0.01, 'n_estimators': 10} | -21.902965426445007 | -19.647356470425922 | -21.396288514137268 | -20.165416300296783 | -22.160877207914986 | -21.054580783843996 | 0.9829858798306753 | 43837 | -20.826576421658196 | -21.3977881471316 | -20.93531704942385 | -21.246610894799232 | -20.752334222197533 | -21.031725347042084 | 0.2488444551610423 |
| 6 | 5 | 0.024474334716796876 | 0.002291337064868822 | 0.008249807357788085 | 0.0014860006446613177 | 0.0 | 0.01 | 2 | 0 | 1 | 0 | 0.01 | 50 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 0, 'min_child_weight': 0.01, 'n_estimators': 50} | -21.513543367385864 | -18.834649125734963 | -20.90208367506663 | -19.923129618167877 | -21.71392693122228 | -20.57746654351552 | 1.071328864420534 | 29881 | -20.323521624008812 | -21.03802685936292 | -20.41158241033554 | -20.691338941454887 | -20.271847014625866 | -20.547263369957605 | 0.2849317228052873 |
| 7 | 6 | 0.03333606719970703 | 0.002691569160331307 | 0.008914899826049805 | 0.002130501349257267 | 0.0 | 0.01 | 2 | 0 | 1 | 0 | 0.01 | 100 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 0, 'min_child_weight': 0.01, 'n_estimators': 100} | -21.21938772996267 | -18.71610112984975 | -20.70339099566142 | -19.839903712272644 | -21.46498950322469 | -20.388754614194234 | 1.0046129556351762 | 17065 | -20.025536412994065 | -20.78694206972917 | -20.09103298683961 | -20.31800252199173 | -19.966971476872764 | -20.237697093685465 | 0.29931050091557165 |
| 8 | 7 | 0.059085750579833986 | 0.006595492493934567 | 0.012358951568603515 | 0.005457725370290465 | 0.0 | 0.01 | 2 | 0 | 1 | 0 | 0.01 | 200 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 0, 'min_child_weight': 0.01, 'n_estimators': 200} | -20.966347098350525 | -18.450490156809487 | -20.44060719013214 | -19.86638847986857 | -21.403920451800026 | -20.22555067539215 | 1.0260040255355587 | 6157 | -19.739808057745297 | -20.561957408984505 | -19.815377578139305 | -19.92838310698668 | -19.635057707627617 | -19.936116771896685 | 0.32725767735622296 |
| 9 | 8 | 0.019274139404296876 | 0.003676203749513082 | 0.008043766021728516 | 0.0005591934229260642 | 0.0 | 0.01 | 2 | 0 | 1 | 0 | 0.1 | 10 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 0, 'min_child_weight': 0.1, 'n_estimators': 10} | -21.902965426445007 | -19.647356470425922 | -21.396288514137268 | -20.165416300296783 | -22.160877207914986 | -21.054580783843996 | 0.9829858798306753 | 43837 | -20.826576421658196 | -21.3977881471316 | -20.93531704942385 | -21.246610894799232 | -20.752334222197533 | -21.031725347042084 | 0.2488444551610423 |
| 10 | 9 | 0.02699894905090332 | 0.0058780227626262565 | 0.011586284637451172 | 0.0031723648504219304 | 0.0 | 0.01 | 2 | 0 | 1 | 0 | 0.1 | 50 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 0, 'min_child_weight': 0.1, 'n_estimators': 50} | -21.513543367385864 | -18.834649125734963 | -20.90208367506663 | -19.923129618167877 | -21.71392693122228 | -20.57746654351552 | 1.071328864420534 | 29881 | -20.323521624008812 | -21.03802685936292 | -20.41158241033554 | -20.691338941454887 | -20.271847014625866 | -20.547263369957605 | 0.2849317228052873 |
| 11 | 10 | 0.03611435890197754 | 0.006233280921600288 | 0.01033940315246582 | 0.0026742174946006543 | 0.0 | 0.01 | 2 | 0 | 1 | 0 | 0.1 | 100 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 0, 'min_child_weight': 0.1, 'n_estimators': 100} | -21.21938772996267 | -18.71610112984975 | -20.70339099566142 | -19.839903712272644 | -21.46498950322469 | -20.388754614194234 | 1.0046129556351762 | 17065 | -20.025536412994065 | -20.78694206972917 | -20.09103298683961 | -20.31800252199173 | -19.966971476872764 | -20.237697093685465 | 0.29931050091557165 |
| 12 | 11 | 0.06461896896362304 | 0.004115587955907807 | 0.011227560043334962 | 0.0024749078628162084 | 0.0 | 0.01 | 2 | 0 | 1 | 0 | 0.1 | 200 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 0, 'min_child_weight': 0.1, 'n_estimators': 200} | -20.966347098350525 | -18.450490156809487 | -20.44060719013214 | -19.86638847986857 | -21.403920451800026 | -20.22555067539215 | 1.0260040255355587 | 6157 | -19.739808057745297 | -20.561957408984505 | -19.815377578139305 | -19.92838310698668 | -19.635057707627617 | -19.936116771896685 | 0.32725767735622296 |
| 13 | 12 | 0.015804386138916014 | 0.002490039442468653 | 0.011286067962646484 | 0.0020687269170230607 | 0.0 | 0.01 | 2 | 0 | 1 | 0 | 0.5 | 10 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 0, 'min_child_weight': 0.5, 'n_estimators': 10} | -21.902965426445007 | -19.647356470425922 | -21.396288514137268 | -20.165416300296783 | -22.160877207914986 | -21.054580783843996 | 0.9829858798306753 | 43837 | -20.826576421658196 | -21.3977881471316 | -20.93531704942385 | -21.246610894799232 | -20.752334222197533 | -21.031725347042084 | 0.2488444551610423 |
| 14 | 13 | 0.03139653205871582 | 0.0026074076380387316 | 0.012993144989013671 | 0.004136014320503238 | 0.0 | 0.01 | 2 | 0 | 1 | 0 | 0.5 | 50 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 0, 'min_child_weight': 0.5, 'n_estimators': 50} | -21.513543367385864 | -18.834649125734963 | -20.90208367506663 | -19.923129618167877 | -21.71392693122228 | -20.57746654351552 | 1.071328864420534 | 29881 | -20.323521624008812 | -21.03802685936292 | -20.41158241033554 | -20.691338941454887 | -20.271847014625866 | -20.547263369957605 | 0.2849317228052873 |
| 15 | 14 | 0.03861355781555176 | 0.00443814501655454 | 0.010467195510864257 | 0.0024668496802817412 | 0.0 | 0.01 | 2 | 0 | 1 | 0 | 0.5 | 100 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 0, 'min_child_weight': 0.5, 'n_estimators': 100} | -21.21938772996267 | -18.71610112984975 | -20.70339099566142 | -19.839903712272644 | -21.46498950322469 | -20.388754614194234 | 1.0046129556351762 | 17065 | -20.025536412994065 | -20.78694206972917 | -20.09103298683961 | -20.31800252199173 | -19.966971476872764 | -20.237697093685465 | 0.29931050091557165 |
| 16 | 15 | 0.06500673294067383 | 0.006917895549403208 | 0.013063335418701172 | 0.0039062368118680042 | 0.0 | 0.01 | 2 | 0 | 1 | 0 | 0.5 | 200 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 0, 'min_child_weight': 0.5, 'n_estimators': 200} | -20.966347098350525 | -18.450490156809487 | -20.44060719013214 | -19.86638847986857 | -21.403920451800026 | -20.22555067539215 | 1.0260040255355587 | 6157 | -19.739808057745297 | -20.561957408984505 | -19.815377578139305 | -19.92838310698668 | -19.635057707627617 | -19.936116771896685 | 0.32725767735622296 |
| 17 | 16 | 0.019191408157348634 | 0.0016623727356329839 | 0.010818910598754884 | 0.0030690220180879034 | 0.0 | 0.01 | 2 | 0 | 1 | 1 | 0.001 | 10 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 1, 'min_child_weight': 0.001, 'n_estimators': 10} | -22.02734375 | -19.919270833333332 | -21.5625 | -20.248697916666664 | -22.315104166666664 | -21.21458333333333 | 0.9595353789445081 | 49725 | -20.99609375 | -21.514973958333332 | -21.1123046875 | -21.4326171875 | -20.921875 | -21.195572916666666 | 0.2365768785248937 |
| 18 | 17 | 0.02821769714355469 | 0.004299658967463849 | 0.012198400497436524 | 0.00410460607158277 | 0.0 | 0.01 | 2 | 0 | 1 | 1 | 0.001 | 50 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 1, 'min_child_weight': 0.001, 'n_estimators': 50} | -22.02734375 | -19.919270833333332 | -21.5625 | -20.248697916666664 | -22.315104166666664 | -21.21458333333333 | 0.9595353789445081 | 49725 | -20.99609375 | -21.514973958333332 | -21.1123046875 | -21.4326171875 | -20.921875 | -21.195572916666666 | 0.2365768785248937 |
| 19 | 18 | 0.04352259635925293 | 0.006039295109895228 | 0.010507869720458984 | 0.002691886078832119 | 0.0 | 0.01 | 2 | 0 | 1 | 1 | 0.001 | 100 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 1, 'min_child_weight': 0.001, 'n_estimators': 100} | -22.02734375 | -19.919270833333332 | -21.5625 | -20.248697916666664 | -22.315104166666664 | -21.21458333333333 | 0.9595353789445081 | 49725 | -20.99609375 | -21.514973958333332 | -21.1123046875 | -21.4326171875 | -20.921875 | -21.195572916666666 | 0.2365768785248937 |
| 20 | 19 | 0.05894632339477539 | 0.010381796076154292 | 0.010913372039794922 | 0.0019877820827228186 | 0.0 | 0.01 | 2 | 0 | 1 | 1 | 0.001 | 200 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 1, 'min_child_weight': 0.001, 'n_estimators': 200} | -22.02734375 | -19.919270833333332 | -21.5625 | -20.248697916666664 | -22.315104166666664 | -21.21458333333333 | 0.9595353789445081 | 49725 | -20.99609375 | -21.514973958333332 | -21.1123046875 | -21.4326171875 | -20.921875 | -21.195572916666666 | 0.2365768785248937 |
| 21 | 20 | 0.025125885009765626 | 0.007951424279002021 | 0.011577892303466796 | 0.003201400946362151 | 0.0 | 0.01 | 2 | 0 | 1 | 1 | 0.01 | 10 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 1, 'min_child_weight': 0.01, 'n_estimators': 10} | -22.02734375 | -19.919270833333332 | -21.5625 | -20.248697916666664 | -22.315104166666664 | -21.21458333333333 | 0.9595353789445081 | 49725 | -20.99609375 | -21.514973958333332 | -21.1123046875 | -21.4326171875 | -20.921875 | -21.195572916666666 | 0.2365768785248937 |
| 22 | 21 | 0.02585630416870117 | 0.0022544829948278264 | 0.009433412551879882 | 0.0016729589646452955 | 0.0 | 0.01 | 2 | 0 | 1 | 1 | 0.01 | 50 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 1, 'min_child_weight': 0.01, 'n_estimators': 50} | -22.02734375 | -19.919270833333332 | -21.5625 | -20.248697916666664 | -22.315104166666664 | -21.21458333333333 | 0.9595353789445081 | 49725 | -20.99609375 | -21.514973958333332 | -21.1123046875 | -21.4326171875 | -20.921875 | -21.195572916666666 | 0.2365768785248937 |
| 23 | 22 | 0.039060783386230466 | 0.004942737324690589 | 0.012232780456542969 | 0.00330533783414919 | 0.0 | 0.01 | 2 | 0 | 1 | 1 | 0.01 | 100 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 1, 'min_child_weight': 0.01, 'n_estimators': 100} | -22.02734375 | -19.919270833333332 | -21.5625 | -20.248697916666664 | -22.315104166666664 | -21.21458333333333 | 0.9595353789445081 | 49725 | -20.99609375 | -21.514973958333332 | -21.1123046875 | -21.4326171875 | -20.921875 | -21.195572916666666 | 0.2365768785248937 |
| 24 | 23 | 0.05836491584777832 | 0.00732475603884668 | 0.011590290069580077 | 0.0021268504687995057 | 0.0 | 0.01 | 2 | 0 | 1 | 1 | 0.01 | 200 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 1, 'min_child_weight': 0.01, 'n_estimators': 200} | -22.02734375 | -19.919270833333332 | -21.5625 | -20.248697916666664 | -22.315104166666664 | -21.21458333333333 | 0.9595353789445081 | 49725 | -20.99609375 | -21.514973958333332 | -21.1123046875 | -21.4326171875 | -20.921875 | -21.195572916666666 | 0.2365768785248937 |
| 25 | 24 | 0.021320819854736328 | 0.006042246615711392 | 0.01013789176940918 | 0.0011365479294459596 | 0.0 | 0.01 | 2 | 0 | 1 | 1 | 0.1 | 10 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 1, 'min_child_weight': 0.1, 'n_estimators': 10} | -22.02734375 | -19.919270833333332 | -21.5625 | -20.248697916666664 | -22.315104166666664 | -21.21458333333333 | 0.9595353789445081 | 49725 | -20.99609375 | -21.514973958333332 | -21.1123046875 | -21.4326171875 | -20.921875 | -21.195572916666666 | 0.2365768785248937 |
| 26 | 25 | 0.031746196746826175 | 0.0031024834502148785 | 0.014703512191772461 | 0.0033154386728441324 | 0.0 | 0.01 | 2 | 0 | 1 | 1 | 0.1 | 50 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 1, 'min_child_weight': 0.1, 'n_estimators': 50} | -22.02734375 | -19.919270833333332 | -21.5625 | -20.248697916666664 | -22.315104166666664 | -21.21458333333333 | 0.9595353789445081 | 49725 | -20.99609375 | -21.514973958333332 | -21.1123046875 | -21.4326171875 | -20.921875 | -21.195572916666666 | 0.2365768785248937 |
| 27 | 26 | 0.04086489677429199 | 0.0035666357957885183 | 0.010164546966552734 | 0.002121838152090163 | 0.0 | 0.01 | 2 | 0 | 1 | 1 | 0.1 | 100 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 1, 'min_child_weight': 0.1, 'n_estimators': 100} | -22.02734375 | -19.919270833333332 | -21.5625 | -20.248697916666664 | -22.315104166666664 | -21.21458333333333 | 0.9595353789445081 | 49725 | -20.99609375 | -21.514973958333332 | -21.1123046875 | -21.4326171875 | -20.921875 | -21.195572916666666 | 0.2365768785248937 |
| 28 | 27 | 0.06542701721191406 | 0.012168114960165802 | 0.010027313232421875 | 0.003387001716323712 | 0.0 | 0.01 | 2 | 0 | 1 | 1 | 0.1 | 200 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 1, 'min_child_weight': 0.1, 'n_estimators': 200} | -22.02734375 | -19.919270833333332 | -21.5625 | -20.248697916666664 | -22.315104166666664 | -21.21458333333333 | 0.9595353789445081 | 49725 | -20.99609375 | -21.514973958333332 | -21.1123046875 | -21.4326171875 | -20.921875 | -21.195572916666666 | 0.2365768785248937 |
| 29 | 28 | 0.01737060546875 | 0.0022148073971954333 | 0.011650800704956055 | 0.003345938776627651 | 0.0 | 0.01 | 2 | 0 | 1 | 1 | 0.5 | 10 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 1, 'min_child_weight': 0.5, 'n_estimators': 10} | -22.02734375 | -19.919270833333332 | -21.5625 | -20.248697916666664 | -22.315104166666664 | -21.21458333333333 | 0.9595353789445081 | 49725 | -20.99609375 | -21.514973958333332 | -21.1123046875 | -21.4326171875 | -20.921875 | -21.195572916666666 | 0.2365768785248937 |
| 30 | 29 | 0.026532840728759766 | 0.0011875480265313419 | 0.010755062103271484 | 0.0018403791023487556 | 0.0 | 0.01 | 2 | 0 | 1 | 1 | 0.5 | 50 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 1, 'min_child_weight': 0.5, 'n_estimators': 50} | -22.02734375 | -19.919270833333332 | -21.5625 | -20.248697916666664 | -22.315104166666664 | -21.21458333333333 | 0.9595353789445081 | 49725 | -20.99609375 | -21.514973958333332 | -21.1123046875 | -21.4326171875 | -20.921875 | -21.195572916666666 | 0.2365768785248937 |
| 31 | 30 | 0.04204955101013184 | 0.007075181728970457 | 0.011275196075439453 | 0.0036072473172100183 | 0.0 | 0.01 | 2 | 0 | 1 | 1 | 0.5 | 100 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 1, 'min_child_weight': 0.5, 'n_estimators': 100} | -22.02734375 | -19.919270833333332 | -21.5625 | -20.248697916666664 | -22.315104166666664 | -21.21458333333333 | 0.9595353789445081 | 49725 | -20.99609375 | -21.514973958333332 | -21.1123046875 | -21.4326171875 | -20.921875 | -21.195572916666666 | 0.2365768785248937 |
| 32 | 31 | 0.06701493263244629 | 0.0076688754347165695 | 0.010150814056396484 | 0.002038524898209753 | 0.0 | 0.01 | 2 | 0 | 1 | 1 | 0.5 | 200 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 1, 'min_child_weight': 0.5, 'n_estimators': 200} | -22.02734375 | -19.919270833333332 | -21.5625 | -20.248697916666664 | -22.315104166666664 | -21.21458333333333 | 0.9595353789445081 | 49725 | -20.99609375 | -21.514973958333332 | -21.1123046875 | -21.4326171875 | -20.921875 | -21.195572916666666 | 0.2365768785248937 |
| 33 | 32 | 0.018922758102416993 | 0.0024057334102378105 | 0.011736345291137696 | 0.00133096062027353 | 0.0 | 0.01 | 2 | 0 | 1 | 2 | 0.001 | 10 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 2, 'min_child_weight': 0.001, 'n_estimators': 10} | -21.902965426445007 | -19.647356470425922 | -21.396288514137268 | -20.165416300296783 | -22.160877207914986 | -21.054580783843996 | 0.9829858798306753 | 43837 | -20.826576421658196 | -21.3977881471316 | -20.93531704942385 | -21.246610894799232 | -20.752334222197533 | -21.031725347042084 | 0.2488444551610423 |
| 34 | 33 | 0.028011417388916014 | 0.003301530736384394 | 0.010465717315673828 | 0.002159296619634299 | 0.0 | 0.01 | 2 | 0 | 1 | 2 | 0.001 | 50 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 2, 'min_child_weight': 0.001, 'n_estimators': 50} | -21.513543367385864 | -18.834649125734963 | -20.90208367506663 | -19.923129618167877 | -21.71392693122228 | -20.57746654351552 | 1.071328864420534 | 29881 | -20.323521624008812 | -21.03802685936292 | -20.41158241033554 | -20.691338941454887 | -20.271847014625866 | -20.547263369957605 | 0.2849317228052873 |
| 35 | 34 | 0.03373661041259766 | 0.0032179506020591237 | 0.008015727996826172 | 0.0006323746292674941 | 0.0 | 0.01 | 2 | 0 | 1 | 2 | 0.001 | 100 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 2, 'min_child_weight': 0.001, 'n_estimators': 100} | -21.21938772996267 | -18.71610112984975 | -20.70339099566142 | -19.839903712272644 | -21.46498950322469 | -20.388754614194234 | 1.0046129556351762 | 17065 | -20.025536412994065 | -20.78694206972917 | -20.09103298683961 | -20.31800252199173 | -19.966971476872764 | -20.237697093685465 | 0.29931050091557165 |
| 36 | 35 | 0.05149827003479004 | 0.00233092043058881 | 0.008845853805541991 | 0.0014124589719838676 | 0.0 | 0.01 | 2 | 0 | 1 | 2 | 0.001 | 200 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 2, 'min_child_weight': 0.001, 'n_estimators': 200} | -20.966347098350525 | -18.450490156809487 | -20.44060719013214 | -19.86638847986857 | -21.403920451800026 | -20.22555067539215 | 1.0260040255355587 | 6157 | -19.739808057745297 | -20.561957408984505 | -19.815377578139305 | -19.92838310698668 | -19.635057707627617 | -19.936116771896685 | 0.32725767735622296 |
| 37 | 36 | 0.021540307998657228 | 0.003690048514080463 | 0.01144251823425293 | 0.0027771562356664545 | 0.0 | 0.01 | 2 | 0 | 1 | 2 | 0.01 | 10 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 2, 'min_child_weight': 0.01, 'n_estimators': 10} | -21.902965426445007 | -19.647356470425922 | -21.396288514137268 | -20.165416300296783 | -22.160877207914986 | -21.054580783843996 | 0.9829858798306753 | 43837 | -20.826576421658196 | -21.3977881471316 | -20.93531704942385 | -21.246610894799232 | -20.752334222197533 | -21.031725347042084 | 0.2488444551610423 |
| 38 | 37 | 0.0304746150970459 | 0.0026892761773221097 | 0.00944981575012207 | 0.0006594624557190174 | 0.0 | 0.01 | 2 | 0 | 1 | 2 | 0.01 | 50 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 2, 'min_child_weight': 0.01, 'n_estimators': 50} | -21.513543367385864 | -18.834649125734963 | -20.90208367506663 | -19.923129618167877 | -21.71392693122228 | -20.57746654351552 | 1.071328864420534 | 29881 | -20.323521624008812 | -21.03802685936292 | -20.41158241033554 | -20.691338941454887 | -20.271847014625866 | -20.547263369957605 | 0.2849317228052873 |
| 39 | 38 | 0.03519959449768066 | 0.003371939193139221 | 0.009840631484985351 | 0.0014169310841122844 | 0.0 | 0.01 | 2 | 0 | 1 | 2 | 0.01 | 100 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 2, 'min_child_weight': 0.01, 'n_estimators': 100} | -21.21938772996267 | -18.71610112984975 | -20.70339099566142 | -19.839903712272644 | -21.46498950322469 | -20.388754614194234 | 1.0046129556351762 | 17065 | -20.025536412994065 | -20.78694206972917 | -20.09103298683961 | -20.31800252199173 | -19.966971476872764 | -20.237697093685465 | 0.29931050091557165 |
| 40 | 39 | 0.05435762405395508 | 0.009316675191547613 | 0.010439682006835937 | 0.0021971899247623192 | 0.0 | 0.01 | 2 | 0 | 1 | 2 | 0.01 | 200 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 2, 'min_child_weight': 0.01, 'n_estimators': 200} | -20.966347098350525 | -18.450490156809487 | -20.44060719013214 | -19.86638847986857 | -21.403920451800026 | -20.22555067539215 | 1.0260040255355587 | 6157 | -19.739808057745297 | -20.561957408984505 | -19.815377578139305 | -19.92838310698668 | -19.635057707627617 | -19.936116771896685 | 0.32725767735622296 |
| 41 | 40 | 0.01785249710083008 | 0.0033368908816910343 | 0.009861326217651368 | 0.0020619735072703177 | 0.0 | 0.01 | 2 | 0 | 1 | 2 | 0.1 | 10 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 2, 'min_child_weight': 0.1, 'n_estimators': 10} | -21.902965426445007 | -19.647356470425922 | -21.396288514137268 | -20.165416300296783 | -22.160877207914986 | -21.054580783843996 | 0.9829858798306753 | 43837 | -20.826576421658196 | -21.3977881471316 | -20.93531704942385 | -21.246610894799232 | -20.752334222197533 | -21.031725347042084 | 0.2488444551610423 |
| 42 | 41 | 0.02862391471862793 | 0.0050148348656253545 | 0.008606815338134765 | 0.0016392432439156386 | 0.0 | 0.01 | 2 | 0 | 1 | 2 | 0.1 | 50 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 2, 'min_child_weight': 0.1, 'n_estimators': 50} | -21.513543367385864 | -18.834649125734963 | -20.90208367506663 | -19.923129618167877 | -21.71392693122228 | -20.57746654351552 | 1.071328864420534 | 29881 | -20.323521624008812 | -21.03802685936292 | -20.41158241033554 | -20.691338941454887 | -20.271847014625866 | -20.547263369957605 | 0.2849317228052873 |
| 43 | 42 | 0.03732786178588867 | 0.004821911170824805 | 0.00993804931640625 | 0.002384085197233948 | 0.0 | 0.01 | 2 | 0 | 1 | 2 | 0.1 | 100 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 2, 'min_child_weight': 0.1, 'n_estimators': 100} | -21.21938772996267 | -18.71610112984975 | -20.70339099566142 | -19.839903712272644 | -21.46498950322469 | -20.388754614194234 | 1.0046129556351762 | 17065 | -20.025536412994065 | -20.78694206972917 | -20.09103298683961 | -20.31800252199173 | -19.966971476872764 | -20.237697093685465 | 0.29931050091557165 |
| 44 | 43 | 0.050962400436401364 | 0.0009023386912230207 | 0.008295392990112305 | 0.0008482399581166055 | 0.0 | 0.01 | 2 | 0 | 1 | 2 | 0.1 | 200 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 2, 'min_child_weight': 0.1, 'n_estimators': 200} | -20.966347098350525 | -18.450490156809487 | -20.44060719013214 | -19.86638847986857 | -21.403920451800026 | -20.22555067539215 | 1.0260040255355587 | 6157 | -19.739808057745297 | -20.561957408984505 | -19.815377578139305 | -19.92838310698668 | -19.635057707627617 | -19.936116771896685 | 0.32725767735622296 |
| 45 | 44 | 0.019336175918579102 | 0.0030106320870176254 | 0.011894941329956055 | 0.002656826218441487 | 0.0 | 0.01 | 2 | 0 | 1 | 2 | 0.5 | 10 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 2, 'min_child_weight': 0.5, 'n_estimators': 10} | -21.902965426445007 | -19.647356470425922 | -21.396288514137268 | -20.165416300296783 | -22.160877207914986 | -21.054580783843996 | 0.9829858798306753 | 43837 | -20.826576421658196 | -21.3977881471316 | -20.93531704942385 | -21.246610894799232 | -20.752334222197533 | -21.031725347042084 | 0.2488444551610423 |
| 46 | 45 | 0.025748682022094727 | 0.004395826682433884 | 0.010045051574707031 | 0.0016873442377922595 | 0.0 | 0.01 | 2 | 0 | 1 | 2 | 0.5 | 50 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 2, 'min_child_weight': 0.5, 'n_estimators': 50} | -21.513543367385864 | -18.834649125734963 | -20.90208367506663 | -19.923129618167877 | -21.71392693122228 | -20.57746654351552 | 1.071328864420534 | 29881 | -20.323521624008812 | -21.03802685936292 | -20.41158241033554 | -20.691338941454887 | -20.271847014625866 | -20.547263369957605 | 0.2849317228052873 |
| 47 | 46 | 0.03617305755615234 | 0.0035234296837138115 | 0.011195611953735352 | 0.0024054726576870893 | 0.0 | 0.01 | 2 | 0 | 1 | 2 | 0.5 | 100 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 2, 'min_child_weight': 0.5, 'n_estimators': 100} | -21.21938772996267 | -18.71610112984975 | -20.70339099566142 | -19.839903712272644 | -21.46498950322469 | -20.388754614194234 | 1.0046129556351762 | 17065 | -20.025536412994065 | -20.78694206972917 | -20.09103298683961 | -20.31800252199173 | -19.966971476872764 | -20.237697093685465 | 0.29931050091557165 |
| 48 | 47 | 0.05546536445617676 | 0.005749408004862632 | 0.009388303756713868 | 0.0014160809204471255 | 0.0 | 0.01 | 2 | 0 | 1 | 2 | 0.5 | 200 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 2, 'min_child_weight': 0.5, 'n_estimators': 200} | -20.966347098350525 | -18.450490156809487 | -20.44060719013214 | -19.86638847986857 | -21.403920451800026 | -20.22555067539215 | 1.0260040255355587 | 6157 | -19.739808057745297 | -20.561957408984505 | -19.815377578139305 | -19.92838310698668 | -19.635057707627617 | -19.936116771896685 | 0.32725767735622296 |
| 49 | 48 | 0.018373823165893553 | 0.0044110194135537515 | 0.012020683288574219 | 0.00396967729390124 | 0.0 | 0.01 | 2 | 0 | 1 | 3 | 0.001 | 10 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 3, 'min_child_weight': 0.001, 'n_estimators': 10} | -21.902965426445007 | -19.647356470425922 | -21.396288514137268 | -20.165416300296783 | -22.160877207914986 | -21.054580783843996 | 0.9829858798306753 | 43837 | -20.826576421658196 | -21.3977881471316 | -20.93531704942385 | -21.246610894799232 | -20.752334222197533 | -21.031725347042084 | 0.2488444551610423 |
| 50 | 49 | 0.028925466537475585 | 0.008529973159604439 | 0.011952352523803712 | 0.00311468079123418 | 0.0 | 0.01 | 2 | 0 | 1 | 3 | 0.001 | 50 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 3, 'min_child_weight': 0.001, 'n_estimators': 50} | -21.513543367385864 | -18.834649125734963 | -20.90208367506663 | -19.923129618167877 | -21.71392693122228 | -20.57746654351552 | 1.071328864420534 | 29881 | -20.323521624008812 | -21.03802685936292 | -20.41158241033554 | -20.691338941454887 | -20.271847014625866 | -20.547263369957605 | 0.2849317228052873 |
| 51 | 50 | 0.03406205177307129 | 0.001871788716103176 | 0.011009550094604493 | 0.005148650834449184 | 0.0 | 0.01 | 2 | 0 | 1 | 3 | 0.001 | 100 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 3, 'min_child_weight': 0.001, 'n_estimators': 100} | -21.21938772996267 | -18.71610112984975 | -20.70339099566142 | -19.839903712272644 | -21.46498950322469 | -20.388754614194234 | 1.0046129556351762 | 17065 | -20.025536412994065 | -20.78694206972917 | -20.09103298683961 | -20.31800252199173 | -19.966971476872764 | -20.237697093685465 | 0.29931050091557165 |
| 52 | 51 | 0.05134968757629395 | 0.004241217099833336 | 0.010200405120849609 | 0.002304235340049957 | 0.0 | 0.01 | 2 | 0 | 1 | 3 | 0.001 | 200 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 3, 'min_child_weight': 0.001, 'n_estimators': 200} | -20.966347098350525 | -18.450490156809487 | -20.44060719013214 | -19.86638847986857 | -21.403920451800026 | -20.22555067539215 | 1.0260040255355587 | 6157 | -19.739808057745297 | -20.561957408984505 | -19.815377578139305 | -19.92838310698668 | -19.635057707627617 | -19.936116771896685 | 0.32725767735622296 |
| 53 | 52 | 0.02038912773132324 | 0.003058535836141061 | 0.011544561386108399 | 0.0030522771542436317 | 0.0 | 0.01 | 2 | 0 | 1 | 3 | 0.01 | 10 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 3, 'min_child_weight': 0.01, 'n_estimators': 10} | -21.902965426445007 | -19.647356470425922 | -21.396288514137268 | -20.165416300296783 | -22.160877207914986 | -21.054580783843996 | 0.9829858798306753 | 43837 | -20.826576421658196 | -21.3977881471316 | -20.93531704942385 | -21.246610894799232 | -20.752334222197533 | -21.031725347042084 | 0.2488444551610423 |
| 54 | 53 | 0.02626519203186035 | 0.0018197108362085746 | 0.009171152114868164 | 0.002358703604913927 | 0.0 | 0.01 | 2 | 0 | 1 | 3 | 0.01 | 50 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 3, 'min_child_weight': 0.01, 'n_estimators': 50} | -21.513543367385864 | -18.834649125734963 | -20.90208367506663 | -19.923129618167877 | -21.71392693122228 | -20.57746654351552 | 1.071328864420534 | 29881 | -20.323521624008812 | -21.03802685936292 | -20.41158241033554 | -20.691338941454887 | -20.271847014625866 | -20.547263369957605 | 0.2849317228052873 |
| 55 | 54 | 0.03495454788208008 | 0.0019165184727915488 | 0.009137153625488281 | 0.002425568955129718 | 0.0 | 0.01 | 2 | 0 | 1 | 3 | 0.01 | 100 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 3, 'min_child_weight': 0.01, 'n_estimators': 100} | -21.21938772996267 | -18.71610112984975 | -20.70339099566142 | -19.839903712272644 | -21.46498950322469 | -20.388754614194234 | 1.0046129556351762 | 17065 | -20.025536412994065 | -20.78694206972917 | -20.09103298683961 | -20.31800252199173 | -19.966971476872764 | -20.237697093685465 | 0.29931050091557165 |
| 56 | 55 | 0.05442042350769043 | 0.0034555046039135067 | 0.008478116989135743 | 0.0013247777157740532 | 0.0 | 0.01 | 2 | 0 | 1 | 3 | 0.01 | 200 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 3, 'min_child_weight': 0.01, 'n_estimators': 200} | -20.966347098350525 | -18.450490156809487 | -20.44060719013214 | -19.86638847986857 | -21.403920451800026 | -20.22555067539215 | 1.0260040255355587 | 6157 | -19.739808057745297 | -20.561957408984505 | -19.815377578139305 | -19.92838310698668 | -19.635057707627617 | -19.936116771896685 | 0.32725767735622296 |
| 57 | 56 | 0.01531996726989746 | 0.0012723187724290872 | 0.0102142333984375 | 0.0025867827035206364 | 0.0 | 0.01 | 2 | 0 | 1 | 3 | 0.1 | 10 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 3, 'min_child_weight': 0.1, 'n_estimators': 10} | -21.902965426445007 | -19.647356470425922 | -21.396288514137268 | -20.165416300296783 | -22.160877207914986 | -21.054580783843996 | 0.9829858798306753 | 43837 | -20.826576421658196 | -21.3977881471316 | -20.93531704942385 | -21.246610894799232 | -20.752334222197533 | -21.031725347042084 | 0.2488444551610423 |
| 58 | 57 | 0.025493669509887695 | 0.002588354131730973 | 0.00804295539855957 | 0.0008197819121479504 | 0.0 | 0.01 | 2 | 0 | 1 | 3 | 0.1 | 50 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 3, 'min_child_weight': 0.1, 'n_estimators': 50} | -21.513543367385864 | -18.834649125734963 | -20.90208367506663 | -19.923129618167877 | -21.71392693122228 | -20.57746654351552 | 1.071328864420534 | 29881 | -20.323521624008812 | -21.03802685936292 | -20.41158241033554 | -20.691338941454887 | -20.271847014625866 | -20.547263369957605 | 0.2849317228052873 |
| 59 | 58 | 0.03578543663024902 | 0.006623067524950081 | 0.009467458724975586 | 0.001468368396356076 | 0.0 | 0.01 | 2 | 0 | 1 | 3 | 0.1 | 100 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 3, 'min_child_weight': 0.1, 'n_estimators': 100} | -21.21938772996267 | -18.71610112984975 | -20.70339099566142 | -19.839903712272644 | -21.46498950322469 | -20.388754614194234 | 1.0046129556351762 | 17065 | -20.025536412994065 | -20.78694206972917 | -20.09103298683961 | -20.31800252199173 | -19.966971476872764 | -20.237697093685465 | 0.29931050091557165 |
| 60 | 59 | 0.050949716567993165 | 0.0038559828310873907 | 0.009041070938110352 | 0.000794076992571619 | 0.0 | 0.01 | 2 | 0 | 1 | 3 | 0.1 | 200 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 3, 'min_child_weight': 0.1, 'n_estimators': 200} | -20.966347098350525 | -18.450490156809487 | -20.44060719013214 | -19.86638847986857 | -21.403920451800026 | -20.22555067539215 | 1.0260040255355587 | 6157 | -19.739808057745297 | -20.561957408984505 | -19.815377578139305 | -19.92838310698668 | -19.635057707627617 | -19.936116771896685 | 0.32725767735622296 |
| 61 | 60 | 0.015537261962890625 | 0.0012707639411313628 | 0.009266853332519531 | 0.0006486797780725173 | 0.0 | 0.01 | 2 | 0 | 1 | 3 | 0.5 | 10 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 3, 'min_child_weight': 0.5, 'n_estimators': 10} | -21.902965426445007 | -19.647356470425922 | -21.396288514137268 | -20.165416300296783 | -22.160877207914986 | -21.054580783843996 | 0.9829858798306753 | 43837 | -20.826576421658196 | -21.3977881471316 | -20.93531704942385 | -21.246610894799232 | -20.752334222197533 | -21.031725347042084 | 0.2488444551610423 |
| 62 | 61 | 0.02508082389831543 | 0.0009511406214542573 | 0.010928964614868164 | 0.0018245852169858285 | 0.0 | 0.01 | 2 | 0 | 1 | 3 | 0.5 | 50 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 3, 'min_child_weight': 0.5, 'n_estimators': 50} | -21.513543367385864 | -18.834649125734963 | -20.90208367506663 | -19.923129618167877 | -21.71392693122228 | -20.57746654351552 | 1.071328864420534 | 29881 | -20.323521624008812 | -21.03802685936292 | -20.41158241033554 | -20.691338941454887 | -20.271847014625866 | -20.547263369957605 | 0.2849317228052873 |
| 63 | 62 | 0.031931400299072266 | 0.002814351372578509 | 0.00855112075805664 | 0.0016983792222331508 | 0.0 | 0.01 | 2 | 0 | 1 | 3 | 0.5 | 100 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 3, 'min_child_weight': 0.5, 'n_estimators': 100} | -21.21938772996267 | -18.71610112984975 | -20.70339099566142 | -19.839903712272644 | -21.46498950322469 | -20.388754614194234 | 1.0046129556351762 | 17065 | -20.025536412994065 | -20.78694206972917 | -20.09103298683961 | -20.31800252199173 | -19.966971476872764 | -20.237697093685465 | 0.29931050091557165 |
| 64 | 63 | 0.049982738494873044 | 0.003830559024564728 | 0.010553932189941407 | 0.001980734241666199 | 0.0 | 0.01 | 2 | 0 | 1 | 3 | 0.5 | 200 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 3, 'min_child_weight': 0.5, 'n_estimators': 200} | -20.966347098350525 | -18.450490156809487 | -20.44060719013214 | -19.86638847986857 | -21.403920451800026 | -20.22555067539215 | 1.0260040255355587 | 6157 | -19.739808057745297 | -20.561957408984505 | -19.815377578139305 | -19.92838310698668 | -19.635057707627617 | -19.936116771896685 | 0.32725767735622296 |
| 65 | 64 | 0.014879369735717773 | 0.0008566476705622858 | 0.008925437927246094 | 0.001187828370701835 | 0.0 | 0.01 | 2 | 0 | 1 | 4 | 0.001 | 10 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 4, 'min_child_weight': 0.001, 'n_estimators': 10} | -21.902965426445007 | -19.647356470425922 | -21.396288514137268 | -20.165416300296783 | -22.160877207914986 | -21.054580783843996 | 0.9829858798306753 | 43837 | -20.826576421658196 | -21.3977881471316 | -20.93531704942385 | -21.246610894799232 | -20.752334222197533 | -21.031725347042084 | 0.2488444551610423 |
| 66 | 65 | 0.02409372329711914 | 0.0026367283865840305 | 0.008273839950561523 | 0.0004704118800572192 | 0.0 | 0.01 | 2 | 0 | 1 | 4 | 0.001 | 50 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 4, 'min_child_weight': 0.001, 'n_estimators': 50} | -21.513543367385864 | -18.834649125734963 | -20.90208367506663 | -19.923129618167877 | -21.71392693122228 | -20.57746654351552 | 1.071328864420534 | 29881 | -20.323521624008812 | -21.03802685936292 | -20.41158241033554 | -20.691338941454887 | -20.271847014625866 | -20.547263369957605 | 0.2849317228052873 |
| 67 | 66 | 0.0327392578125 | 0.0022131046333897725 | 0.00864877700805664 | 0.001905913740682256 | 0.0 | 0.01 | 2 | 0 | 1 | 4 | 0.001 | 100 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 4, 'min_child_weight': 0.001, 'n_estimators': 100} | -21.21938772996267 | -18.71610112984975 | -20.70339099566142 | -19.839903712272644 | -21.46498950322469 | -20.388754614194234 | 1.0046129556351762 | 17065 | -20.025536412994065 | -20.78694206972917 | -20.09103298683961 | -20.31800252199173 | -19.966971476872764 | -20.237697093685465 | 0.29931050091557165 |
| 68 | 67 | 0.04944024085998535 | 0.004283828215577034 | 0.008613204956054688 | 0.001448154995855053 | 0.0 | 0.01 | 2 | 0 | 1 | 4 | 0.001 | 200 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 4, 'min_child_weight': 0.001, 'n_estimators': 200} | -20.966347098350525 | -18.450490156809487 | -20.44060719013214 | -19.86638847986857 | -21.403920451800026 | -20.22555067539215 | 1.0260040255355587 | 6157 | -19.739808057745297 | -20.561957408984505 | -19.815377578139305 | -19.92838310698668 | -19.635057707627617 | -19.936116771896685 | 0.32725767735622296 |
| 69 | 68 | 0.015135240554809571 | 0.0013710414355993738 | 0.009417009353637696 | 0.0015224684615235827 | 0.0 | 0.01 | 2 | 0 | 1 | 4 | 0.01 | 10 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 4, 'min_child_weight': 0.01, 'n_estimators': 10} | -21.902965426445007 | -19.647356470425922 | -21.396288514137268 | -20.165416300296783 | -22.160877207914986 | -21.054580783843996 | 0.9829858798306753 | 43837 | -20.826576421658196 | -21.3977881471316 | -20.93531704942385 | -21.246610894799232 | -20.752334222197533 | -21.031725347042084 | 0.2488444551610423 |
| 70 | 69 | 0.02338275909423828 | 0.000777833291454119 | 0.008969545364379883 | 0.0014341215357999014 | 0.0 | 0.01 | 2 | 0 | 1 | 4 | 0.01 | 50 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 4, 'min_child_weight': 0.01, 'n_estimators': 50} | -21.513543367385864 | -18.834649125734963 | -20.90208367506663 | -19.923129618167877 | -21.71392693122228 | -20.57746654351552 | 1.071328864420534 | 29881 | -20.323521624008812 | -21.03802685936292 | -20.41158241033554 | -20.691338941454887 | -20.271847014625866 | -20.547263369957605 | 0.2849317228052873 |
| 71 | 70 | 0.03837475776672363 | 0.007925863649434862 | 0.008523797988891602 | 0.0010015636936797914 | 0.0 | 0.01 | 2 | 0 | 1 | 4 | 0.01 | 100 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 4, 'min_child_weight': 0.01, 'n_estimators': 100} | -21.21938772996267 | -18.71610112984975 | -20.70339099566142 | -19.839903712272644 | -21.46498950322469 | -20.388754614194234 | 1.0046129556351762 | 17065 | -20.025536412994065 | -20.78694206972917 | -20.09103298683961 | -20.31800252199173 | -19.966971476872764 | -20.237697093685465 | 0.29931050091557165 |
| 72 | 71 | 0.05738863945007324 | 0.002771422213682365 | 0.00914626121520996 | 0.0018810527266376774 | 0.0 | 0.01 | 2 | 0 | 1 | 4 | 0.01 | 200 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 4, 'min_child_weight': 0.01, 'n_estimators': 200} | -20.966347098350525 | -18.450490156809487 | -20.44060719013214 | -19.86638847986857 | -21.403920451800026 | -20.22555067539215 | 1.0260040255355587 | 6157 | -19.739808057745297 | -20.561957408984505 | -19.815377578139305 | -19.92838310698668 | -19.635057707627617 | -19.936116771896685 | 0.32725767735622296 |
| 73 | 72 | 0.018062019348144533 | 0.00193957512866476 | 0.007158994674682617 | 0.00021995547617469793 | 0.0 | 0.01 | 2 | 0 | 1 | 4 | 0.1 | 10 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 4, 'min_child_weight': 0.1, 'n_estimators': 10} | -21.902965426445007 | -19.647356470425922 | -21.396288514137268 | -20.165416300296783 | -22.160877207914986 | -21.054580783843996 | 0.9829858798306753 | 43837 | -20.826576421658196 | -21.3977881471316 | -20.93531704942385 | -21.246610894799232 | -20.752334222197533 | -21.031725347042084 | 0.2488444551610423 |
| 74 | 73 | 0.024023675918579103 | 0.00216956773970087 | 0.009879064559936524 | 0.0018213903384923626 | 0.0 | 0.01 | 2 | 0 | 1 | 4 | 0.1 | 50 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 4, 'min_child_weight': 0.1, 'n_estimators': 50} | -21.513543367385864 | -18.834649125734963 | -20.90208367506663 | -19.923129618167877 | -21.71392693122228 | -20.57746654351552 | 1.071328864420534 | 29881 | -20.323521624008812 | -21.03802685936292 | -20.41158241033554 | -20.691338941454887 | -20.271847014625866 | -20.547263369957605 | 0.2849317228052873 |
| 75 | 74 | 0.03283114433288574 | 0.0026574597088585153 | 0.010635757446289062 | 0.0031429383379559827 | 0.0 | 0.01 | 2 | 0 | 1 | 4 | 0.1 | 100 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 4, 'min_child_weight': 0.1, 'n_estimators': 100} | -21.21938772996267 | -18.71610112984975 | -20.70339099566142 | -19.839903712272644 | -21.46498950322469 | -20.388754614194234 | 1.0046129556351762 | 17065 | -20.025536412994065 | -20.78694206972917 | -20.09103298683961 | -20.31800252199173 | -19.966971476872764 | -20.237697093685465 | 0.29931050091557165 |
| 76 | 75 | 0.06069436073303223 | 0.0025524180479890345 | 0.009818553924560547 | 0.0026509683995544807 | 0.0 | 0.01 | 2 | 0 | 1 | 4 | 0.1 | 200 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 4, 'min_child_weight': 0.1, 'n_estimators': 200} | -20.966347098350525 | -18.450490156809487 | -20.44060719013214 | -19.86638847986857 | -21.403920451800026 | -20.22555067539215 | 1.0260040255355587 | 6157 | -19.739808057745297 | -20.561957408984505 | -19.815377578139305 | -19.92838310698668 | -19.635057707627617 | -19.936116771896685 | 0.32725767735622296 |
| 77 | 76 | 0.016716623306274415 | 0.0018717360928236575 | 0.007343196868896484 | 0.0007316505914705564 | 0.0 | 0.01 | 2 | 0 | 1 | 4 | 0.5 | 10 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 4, 'min_child_weight': 0.5, 'n_estimators': 10} | -21.902965426445007 | -19.647356470425922 | -21.396288514137268 | -20.165416300296783 | -22.160877207914986 | -21.054580783843996 | 0.9829858798306753 | 43837 | -20.826576421658196 | -21.3977881471316 | -20.93531704942385 | -21.246610894799232 | -20.752334222197533 | -21.031725347042084 | 0.2488444551610423 |
| 78 | 77 | 0.022558069229125975 | 0.001318019270765323 | 0.008956670761108398 | 0.001894666884932779 | 0.0 | 0.01 | 2 | 0 | 1 | 4 | 0.5 | 50 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 4, 'min_child_weight': 0.5, 'n_estimators': 50} | -21.513543367385864 | -18.834649125734963 | -20.90208367506663 | -19.923129618167877 | -21.71392693122228 | -20.57746654351552 | 1.071328864420534 | 29881 | -20.323521624008812 | -21.03802685936292 | -20.41158241033554 | -20.691338941454887 | -20.271847014625866 | -20.547263369957605 | 0.2849317228052873 |
| 79 | 78 | 0.033016204833984375 | 0.004590126790018743 | 0.008198213577270509 | 0.001070043655857787 | 0.0 | 0.01 | 2 | 0 | 1 | 4 | 0.5 | 100 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 4, 'min_child_weight': 0.5, 'n_estimators': 100} | -21.21938772996267 | -18.71610112984975 | -20.70339099566142 | -19.839903712272644 | -21.46498950322469 | -20.388754614194234 | 1.0046129556351762 | 17065 | -20.025536412994065 | -20.78694206972917 | -20.09103298683961 | -20.31800252199173 | -19.966971476872764 | -20.237697093685465 | 0.29931050091557165 |
| 80 | 79 | 0.0644404411315918 | 0.011046680006272756 | 0.011614227294921875 | 0.003373345840858894 | 0.0 | 0.01 | 2 | 0 | 1 | 4 | 0.5 | 200 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 4, 'min_child_weight': 0.5, 'n_estimators': 200} | -20.966347098350525 | -18.450490156809487 | -20.44060719013214 | -19.86638847986857 | -21.403920451800026 | -20.22555067539215 | 1.0260040255355587 | 6157 | -19.739808057745297 | -20.561957408984505 | -19.815377578139305 | -19.92838310698668 | -19.635057707627617 | -19.936116771896685 | 0.32725767735622296 |
| 81 | 80 | 0.017653179168701173 | 0.0026922835859321615 | 0.008076190948486328 | 0.0011827873765326402 | 0.0 | 0.01 | 2 | 0 | 1 | 5 | 0.001 | 10 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 5, 'min_child_weight': 0.001, 'n_estimators': 10} | -21.902965426445007 | -19.647356470425922 | -21.396288514137268 | -20.165416300296783 | -22.160877207914986 | -21.054580783843996 | 0.9829858798306753 | 43837 | -20.826576421658196 | -21.3977881471316 | -20.93531704942385 | -21.246610894799232 | -20.752334222197533 | -21.031725347042084 | 0.2488444551610423 |
| 82 | 81 | 0.028156375885009764 | 0.004286661392372765 | 0.009507513046264649 | 0.002568407539612787 | 0.0 | 0.01 | 2 | 0 | 1 | 5 | 0.001 | 50 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 5, 'min_child_weight': 0.001, 'n_estimators': 50} | -21.513543367385864 | -18.834649125734963 | -20.90208367506663 | -19.923129618167877 | -21.71392693122228 | -20.57746654351552 | 1.071328864420534 | 29881 | -20.323521624008812 | -21.03802685936292 | -20.41158241033554 | -20.691338941454887 | -20.271847014625866 | -20.547263369957605 | 0.2849317228052873 |
| 83 | 82 | 0.038280677795410153 | 0.003312948240808262 | 0.010739707946777343 | 0.002171318222528682 | 0.0 | 0.01 | 2 | 0 | 1 | 5 | 0.001 | 100 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 5, 'min_child_weight': 0.001, 'n_estimators': 100} | -21.21938772996267 | -18.71610112984975 | -20.70339099566142 | -19.839903712272644 | -21.46498950322469 | -20.388754614194234 | 1.0046129556351762 | 17065 | -20.025536412994065 | -20.78694206972917 | -20.09103298683961 | -20.31800252199173 | -19.966971476872764 | -20.237697093685465 | 0.29931050091557165 |
| 84 | 83 | 0.059120702743530276 | 0.005404495577377754 | 0.011571884155273438 | 0.0028098002416332073 | 0.0 | 0.01 | 2 | 0 | 1 | 5 | 0.001 | 200 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 5, 'min_child_weight': 0.001, 'n_estimators': 200} | -20.966347098350525 | -18.450490156809487 | -20.44060719013214 | -19.86638847986857 | -21.403920451800026 | -20.22555067539215 | 1.0260040255355587 | 6157 | -19.739808057745297 | -20.561957408984505 | -19.815377578139305 | -19.92838310698668 | -19.635057707627617 | -19.936116771896685 | 0.32725767735622296 |
| 85 | 84 | 0.01638021469116211 | 0.0010574306093884154 | 0.009205865859985351 | 0.002059001900433264 | 0.0 | 0.01 | 2 | 0 | 1 | 5 | 0.01 | 10 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 5, 'min_child_weight': 0.01, 'n_estimators': 10} | -21.902965426445007 | -19.647356470425922 | -21.396288514137268 | -20.165416300296783 | -22.160877207914986 | -21.054580783843996 | 0.9829858798306753 | 43837 | -20.826576421658196 | -21.3977881471316 | -20.93531704942385 | -21.246610894799232 | -20.752334222197533 | -21.031725347042084 | 0.2488444551610423 |
| 86 | 85 | 0.026735734939575196 | 0.002636991905697139 | 0.00949397087097168 | 0.002241000052732648 | 0.0 | 0.01 | 2 | 0 | 1 | 5 | 0.01 | 50 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 5, 'min_child_weight': 0.01, 'n_estimators': 50} | -21.513543367385864 | -18.834649125734963 | -20.90208367506663 | -19.923129618167877 | -21.71392693122228 | -20.57746654351552 | 1.071328864420534 | 29881 | -20.323521624008812 | -21.03802685936292 | -20.41158241033554 | -20.691338941454887 | -20.271847014625866 | -20.547263369957605 | 0.2849317228052873 |
| 87 | 86 | 0.03974795341491699 | 0.002755284174771946 | 0.01058645248413086 | 0.0017631239815919105 | 0.0 | 0.01 | 2 | 0 | 1 | 5 | 0.01 | 100 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 5, 'min_child_weight': 0.01, 'n_estimators': 100} | -21.21938772996267 | -18.71610112984975 | -20.70339099566142 | -19.839903712272644 | -21.46498950322469 | -20.388754614194234 | 1.0046129556351762 | 17065 | -20.025536412994065 | -20.78694206972917 | -20.09103298683961 | -20.31800252199173 | -19.966971476872764 | -20.237697093685465 | 0.29931050091557165 |
| 88 | 87 | 0.06009597778320312 | 0.0064911667019940675 | 0.010421371459960938 | 0.0023575953490331766 | 0.0 | 0.01 | 2 | 0 | 1 | 5 | 0.01 | 200 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 5, 'min_child_weight': 0.01, 'n_estimators': 200} | -20.966347098350525 | -18.450490156809487 | -20.44060719013214 | -19.86638847986857 | -21.403920451800026 | -20.22555067539215 | 1.0260040255355587 | 6157 | -19.739808057745297 | -20.561957408984505 | -19.815377578139305 | -19.92838310698668 | -19.635057707627617 | -19.936116771896685 | 0.32725767735622296 |
| 89 | 88 | 0.0218839168548584 | 0.0018594585964486062 | 0.010200262069702148 | 0.002080428668584466 | 0.0 | 0.01 | 2 | 0 | 1 | 5 | 0.1 | 10 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 5, 'min_child_weight': 0.1, 'n_estimators': 10} | -21.902965426445007 | -19.647356470425922 | -21.396288514137268 | -20.165416300296783 | -22.160877207914986 | -21.054580783843996 | 0.9829858798306753 | 43837 | -20.826576421658196 | -21.3977881471316 | -20.93531704942385 | -21.246610894799232 | -20.752334222197533 | -21.031725347042084 | 0.2488444551610423 |
| 90 | 89 | 0.0287447452545166 | 0.002382017481913627 | 0.01217045783996582 | 0.0029239988511748113 | 0.0 | 0.01 | 2 | 0 | 1 | 5 | 0.1 | 50 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 5, 'min_child_weight': 0.1, 'n_estimators': 50} | -21.513543367385864 | -18.834649125734963 | -20.90208367506663 | -19.923129618167877 | -21.71392693122228 | -20.57746654351552 | 1.071328864420534 | 29881 | -20.323521624008812 | -21.03802685936292 | -20.41158241033554 | -20.691338941454887 | -20.271847014625866 | -20.547263369957605 | 0.2849317228052873 |
| 91 | 90 | 0.03744893074035645 | 0.004270789874948422 | 0.011084032058715821 | 0.0035006995711949545 | 0.0 | 0.01 | 2 | 0 | 1 | 5 | 0.1 | 100 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 5, 'min_child_weight': 0.1, 'n_estimators': 100} | -21.21938772996267 | -18.71610112984975 | -20.70339099566142 | -19.839903712272644 | -21.46498950322469 | -20.388754614194234 | 1.0046129556351762 | 17065 | -20.025536412994065 | -20.78694206972917 | -20.09103298683961 | -20.31800252199173 | -19.966971476872764 | -20.237697093685465 | 0.29931050091557165 |
| 92 | 91 | 0.055472278594970705 | 0.0071947848896265175 | 0.009197092056274414 | 0.0015982608321702765 | 0.0 | 0.01 | 2 | 0 | 1 | 5 | 0.1 | 200 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 5, 'min_child_weight': 0.1, 'n_estimators': 200} | -20.966347098350525 | -18.450490156809487 | -20.44060719013214 | -19.86638847986857 | -21.403920451800026 | -20.22555067539215 | 1.0260040255355587 | 6157 | -19.739808057745297 | -20.561957408984505 | -19.815377578139305 | -19.92838310698668 | -19.635057707627617 | -19.936116771896685 | 0.32725767735622296 |
| 93 | 92 | 0.019198083877563478 | 0.002681472480525338 | 0.00994877815246582 | 0.001502832515433278 | 0.0 | 0.01 | 2 | 0 | 1 | 5 | 0.5 | 10 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 5, 'min_child_weight': 0.5, 'n_estimators': 10} | -21.902965426445007 | -19.647356470425922 | -21.396288514137268 | -20.165416300296783 | -22.160877207914986 | -21.054580783843996 | 0.9829858798306753 | 43837 | -20.826576421658196 | -21.3977881471316 | -20.93531704942385 | -21.246610894799232 | -20.752334222197533 | -21.031725347042084 | 0.2488444551610423 |
| 94 | 93 | 0.028827381134033204 | 0.0033149219982176016 | 0.010784673690795898 | 0.0018673621426907386 | 0.0 | 0.01 | 2 | 0 | 1 | 5 | 0.5 | 50 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 5, 'min_child_weight': 0.5, 'n_estimators': 50} | -21.513543367385864 | -18.834649125734963 | -20.90208367506663 | -19.923129618167877 | -21.71392693122228 | -20.57746654351552 | 1.071328864420534 | 29881 | -20.323521624008812 | -21.03802685936292 | -20.41158241033554 | -20.691338941454887 | -20.271847014625866 | -20.547263369957605 | 0.2849317228052873 |
| 95 | 94 | 0.03777256011962891 | 0.005189734531865304 | 0.01108555793762207 | 0.004169229027362894 | 0.0 | 0.01 | 2 | 0 | 1 | 5 | 0.5 | 100 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 5, 'min_child_weight': 0.5, 'n_estimators': 100} | -21.21938772996267 | -18.71610112984975 | -20.70339099566142 | -19.839903712272644 | -21.46498950322469 | -20.388754614194234 | 1.0046129556351762 | 17065 | -20.025536412994065 | -20.78694206972917 | -20.09103298683961 | -20.31800252199173 | -19.966971476872764 | -20.237697093685465 | 0.29931050091557165 |
| 96 | 95 | 0.054102420806884766 | 0.005046942351578807 | 0.009144258499145509 | 0.0010824726781085438 | 0.0 | 0.01 | 2 | 0 | 1 | 5 | 0.5 | 200 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 1, 'max_leaves': 5, 'min_child_weight': 0.5, 'n_estimators': 200} | -20.966347098350525 | -18.450490156809487 | -20.44060719013214 | -19.86638847986857 | -21.403920451800026 | -20.22555067539215 | 1.0260040255355587 | 6157 | -19.739808057745297 | -20.561957408984505 | -19.815377578139305 | -19.92838310698668 | -19.635057707627617 | -19.936116771896685 | 0.32725767735622296 |
| 97 | 96 | 0.020492124557495116 | 0.007918916151020859 | 0.009657049179077148 | 0.0024590196065873977 | 0.0 | 0.01 | 2 | 0 | 2 | 0 | 0.001 | 10 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 2, 'max_leaves': 0, 'min_child_weight': 0.001, 'n_estimators': 10} | -21.92931866645813 | -19.751192410786945 | -21.362673461437225 | -20.253563821315765 | -22.148187617460884 | -21.08898719549179 | 0.9370799098546773 | 46837 | -20.811964462200798 | -21.354365666707356 | -20.907311290502548 | -21.19506661593914 | -20.715642576416332 | -20.996870122353236 | 0.24016025250459638 |
| 98 | 97 | 0.02679123878479004 | 0.00389758896043846 | 0.010740852355957032 | 0.002385375692031974 | 0.0 | 0.01 | 2 | 0 | 2 | 0 | 0.001 | 50 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 2, 'max_leaves': 0, 'min_child_weight': 0.001, 'n_estimators': 50} | -21.665645678838096 | -19.22494520743688 | -20.786328891913097 | -20.299291670322418 | -21.65172622601191 | -20.72558753490448 | 0.9141977095508931 | 36805 | -20.27115855614344 | -20.866726875305176 | -20.28576971590519 | -20.482800637682278 | -20.113441437482834 | -20.403979444503783 | 0.25937433452493336 |
| 99 | 98 | 0.03877425193786621 | 0.001611802659931122 | 0.009388971328735351 | 0.0010692045859881445 | 0.0 | 0.01 | 2 | 0 | 2 | 0 | 0.001 | 100 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 2, 'max_leaves': 0, 'min_child_weight': 0.001, 'n_estimators': 100} | -21.419082125027977 | -18.760449369748432 | -20.53201625744502 | -20.450372974077858 | -21.428822875022885 | -20.518148720264435 | 0.9731702094830919 | 27361 | -19.86927178502083 | -20.51877216498057 | -19.83260550101598 | -19.974692786733307 | -19.708230450749397 | -19.980714537700017 | 0.28218632967349305 |
| 100 | 99 | 0.06159844398498535 | 0.004967467100210568 | 0.008964061737060547 | 0.0013379614769217555 | 0.0 | 0.01 | 2 | 0 | 2 | 0 | 0.001 | 200 | {'gamma': 0, 'learning_rate': 0.01, 'max_bin': 2, 'max_delta_step': 0, 'max_depth': 2, 'max_leaves': 0, 'min_child_weight': 0.001, 'n_estimators': 200} | -21.17811757326126 | -18.278141478697457 | -20.251243034998577 | -20.448340336481728 | -21.287251651287075 | -20.28861881494522 | 1.0823495383470552 | 8569 | -19.335840518275894 | -20.057666068275772 | -19.37099051475525 | -19.444155399998028 | -19.33339292307695 | -19.508409084876376 | 0.27752700780901784 |