instance
int64 11
4.17k
| Length
float64 0.08
0.78
| Diameter
float64 0.06
0.62
| Height
float64 0.01
0.52
| Whole_weight
float64 0
2.55
| Shucked_weight
float64 0
1.19
| Viscera_weight
float64 0
0.64
| Shell_weight
float64 0
1.01
| Sex_F
int64 0
1
| Sex_I
int64 0
1
| Sex_M
int64 0
1
| real
int64 1
26
| prediction
float64 2.67
27
| model
stringclasses 5
values | cpu_training_time
int64 9M
27.1B
| cpu_prediction_time
int64 966k
167M
| memory_usage
int64 2.31k
71.4M
| max_depth
int64 3
11
| learning_rate
float64 -1
0.1
| n_estimators
int64 1
1k
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2,397 | 0.635 | 0.505 | 0.19 | 1.3315 | 0.5805 | 0.252 | 0.435 | 0 | 1 | 0 | 17 | 14.173663 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,403 | 0.29 | 0.225 | 0.08 | 0.1295 | 0.0535 | 0.026 | 0.045 | 0 | 0 | 1 | 10 | 7.129303 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,407 | 0.625 | 0.43 | 0.175 | 1.411 | 0.572 | 0.297 | 0.395 | 0 | 1 | 0 | 12 | 12.906633 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,408 | 0.62 | 0.485 | 0.17 | 1.208 | 0.4805 | 0.3045 | 0.33 | 0 | 1 | 0 | 15 | 12.202045 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,414 | 0.42 | 0.305 | 0.11 | 0.28 | 0.094 | 0.0785 | 0.0955 | 0 | 1 | 0 | 9 | 8.149566 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,417 | 0.31 | 0.235 | 0.06 | 0.12 | 0.0415 | 0.033 | 0.04 | 0 | 0 | 1 | 11 | 7.122374 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,418 | 0.465 | 0.35 | 0.13 | 0.494 | 0.1945 | 0.103 | 0.155 | 1 | 0 | 0 | 18 | 10.16821 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,419 | 0.465 | 0.36 | 0.12 | 0.4765 | 0.192 | 0.1125 | 0.16 | 1 | 0 | 0 | 10 | 10.523927 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,421 | 0.52 | 0.415 | 0.16 | 0.595 | 0.2105 | 0.142 | 0.26 | 0 | 1 | 0 | 15 | 13.35204 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,422 | 0.475 | 0.365 | 0.13 | 0.4805 | 0.1905 | 0.114 | 0.1475 | 1 | 0 | 0 | 12 | 9.859892 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,424 | 0.26 | 0.2 | 0.065 | 0.096 | 0.044 | 0.027 | 0.03 | 0 | 0 | 1 | 6 | 5.881877 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,427 | 0.26 | 0.19 | 0.075 | 0.0945 | 0.0445 | 0.02 | 0.03 | 0 | 0 | 1 | 6 | 5.942437 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,430 | 0.52 | 0.38 | 0.14 | 0.525 | 0.1775 | 0.115 | 0.185 | 0 | 1 | 0 | 11 | 11.001308 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,431 | 0.635 | 0.5 | 0.18 | 1.312 | 0.529 | 0.2485 | 0.485 | 1 | 0 | 0 | 18 | 12.549949 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,434 | 0.635 | 0.5 | 0.18 | 1.319 | 0.5485 | 0.292 | 0.49 | 0 | 1 | 0 | 16 | 13.317538 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,435 | 0.465 | 0.38 | 0.135 | 0.579 | 0.208 | 0.1095 | 0.22 | 1 | 0 | 0 | 14 | 13.331476 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,444 | 0.5 | 0.355 | 0.14 | 0.528 | 0.2125 | 0.149 | 0.14 | 0 | 0 | 1 | 9 | 10.576131 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,445 | 0.5 | 0.38 | 0.135 | 0.5835 | 0.2295 | 0.1265 | 0.18 | 0 | 0 | 1 | 12 | 10.53516 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,446 | 0.55 | 0.435 | 0.17 | 0.884 | 0.2875 | 0.1645 | 0.28 | 1 | 0 | 0 | 14 | 12.937246 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,458 | 0.2 | 0.145 | 0.05 | 0.036 | 0.0125 | 0.008 | 0.011 | 0 | 1 | 0 | 4 | 4.203365 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,463 | 0.515 | 0.405 | 0.14 | 0.8505 | 0.312 | 0.146 | 0.315 | 0 | 0 | 1 | 17 | 16.015366 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,468 | 0.37 | 0.275 | 0.08 | 0.227 | 0.093 | 0.0625 | 0.07 | 1 | 0 | 0 | 8 | 7.733541 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,472 | 0.645 | 0.515 | 0.175 | 1.6115 | 0.6745 | 0.384 | 0.385 | 0 | 0 | 1 | 14 | 11.313608 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,473 | 0.615 | 0.47 | 0.175 | 1.2985 | 0.5135 | 0.343 | 0.32 | 1 | 0 | 0 | 14 | 11.427555 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,477 | 0.57 | 0.42 | 0.155 | 1.008 | 0.377 | 0.193 | 0.34 | 0 | 0 | 1 | 13 | 16.421751 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,480 | 0.52 | 0.425 | 0.145 | 0.7 | 0.207 | 0.1905 | 0.24 | 1 | 0 | 0 | 13 | 13.173948 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,482 | 0.52 | 0.4 | 0.165 | 0.8565 | 0.2745 | 0.201 | 0.21 | 0 | 0 | 1 | 12 | 13.246815 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,484 | 0.46 | 0.36 | 0.135 | 0.6105 | 0.1955 | 0.107 | 0.235 | 0 | 0 | 1 | 14 | 13.062807 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,493 | 0.42 | 0.31 | 0.1 | 0.2865 | 0.115 | 0.0735 | 0.085 | 0 | 1 | 0 | 8 | 7.413568 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,497 | 0.505 | 0.4 | 0.155 | 0.8415 | 0.2715 | 0.1775 | 0.285 | 0 | 0 | 1 | 12 | 13.882918 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,500 | 0.48 | 0.39 | 0.125 | 0.6905 | 0.219 | 0.155 | 0.2 | 1 | 0 | 0 | 12 | 14.364703 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,502 | 0.285 | 0.21 | 0.07 | 0.109 | 0.044 | 0.0265 | 0.033 | 0 | 1 | 0 | 5 | 5.684231 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,512 | 0.465 | 0.375 | 0.11 | 0.5 | 0.21 | 0.113 | 0.1505 | 0 | 0 | 1 | 8 | 9.382422 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,513 | 0.465 | 0.35 | 0.135 | 0.6265 | 0.259 | 0.1445 | 0.175 | 1 | 0 | 0 | 8 | 10.820674 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,514 | 0.47 | 0.37 | 0.11 | 0.5555 | 0.25 | 0.115 | 0.163 | 0 | 1 | 0 | 8 | 8.133307 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,520 | 0.525 | 0.425 | 0.19 | 0.872 | 0.4625 | 0.1725 | 0.199 | 0 | 0 | 1 | 9 | 13.524546 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,531 | 0.605 | 0.475 | 0.175 | 1.201 | 0.5395 | 0.275 | 0.309 | 0 | 0 | 1 | 10 | 9.941566 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,549 | 0.28 | 0.21 | 0.055 | 0.106 | 0.0415 | 0.0265 | 0.031 | 0 | 1 | 0 | 5 | 5.659193 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,553 | 0.315 | 0.235 | 0.07 | 0.149 | 0.058 | 0.0325 | 0.047 | 0 | 1 | 0 | 7 | 6.289908 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,556 | 0.38 | 0.285 | 0.085 | 0.237 | 0.115 | 0.0405 | 0.07 | 0 | 1 | 0 | 6 | 7.199343 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,557 | 0.39 | 0.295 | 0.1 | 0.279 | 0.1155 | 0.059 | 0.08 | 0 | 1 | 0 | 7 | 7.49503 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,560 | 0.44 | 0.335 | 0.11 | 0.3885 | 0.175 | 0.0835 | 0.111 | 0 | 1 | 0 | 7 | 7.053223 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,562 | 0.44 | 0.325 | 0.1 | 0.4165 | 0.185 | 0.0865 | 0.11 | 0 | 1 | 0 | 6 | 7.100756 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,570 | 0.465 | 0.355 | 0.11 | 0.474 | 0.23 | 0.1005 | 0.12 | 0 | 1 | 0 | 7 | 7.768765 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,579 | 0.525 | 0.415 | 0.135 | 0.7945 | 0.394 | 0.189 | 0.202 | 0 | 0 | 1 | 7 | 9.511324 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,582 | 0.53 | 0.41 | 0.14 | 0.681 | 0.3095 | 0.1415 | 0.1835 | 0 | 0 | 1 | 6 | 8.858079 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,592 | 0.59 | 0.465 | 0.14 | 1.046 | 0.4695 | 0.263 | 0.263 | 0 | 0 | 1 | 7 | 9.608962 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,596 | 0.6 | 0.46 | 0.145 | 0.9325 | 0.3985 | 0.2245 | 0.248 | 1 | 0 | 0 | 8 | 9.77089 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,599 | 0.61 | 0.48 | 0.15 | 1.1495 | 0.564 | 0.274 | 0.264 | 0 | 0 | 1 | 8 | 9.455746 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,603 | 0.62 | 0.51 | 0.175 | 1.2705 | 0.5415 | 0.323 | 0.3225 | 1 | 0 | 0 | 9 | 10.04189 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,608 | 0.625 | 0.49 | 0.175 | 1.1075 | 0.4485 | 0.2165 | 0.3595 | 1 | 0 | 0 | 8 | 11.091218 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,609 | 0.63 | 0.495 | 0.2 | 1.4255 | 0.659 | 0.336 | 0.38 | 1 | 0 | 0 | 11 | 11.041697 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,612 | 0.635 | 0.495 | 0.18 | 1.596 | 0.617 | 0.317 | 0.37 | 1 | 0 | 0 | 11 | 12.088626 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,613 | 0.635 | 0.495 | 0.195 | 1.297 | 0.556 | 0.2985 | 0.37 | 1 | 0 | 0 | 11 | 11.467696 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,617 | 0.67 | 0.52 | 0.19 | 1.6385 | 0.8115 | 0.369 | 0.391 | 0 | 0 | 1 | 9 | 10.426272 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,629 | 0.33 | 0.24 | 0.075 | 0.163 | 0.0745 | 0.033 | 0.048 | 0 | 1 | 0 | 6 | 6.168619 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,638 | 0.46 | 0.345 | 0.11 | 0.3755 | 0.1525 | 0.058 | 0.125 | 0 | 1 | 0 | 7 | 9.260998 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,640 | 0.465 | 0.355 | 0.105 | 0.442 | 0.2085 | 0.0975 | 0.1185 | 0 | 1 | 0 | 7 | 7.747937 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,645 | 0.49 | 0.38 | 0.11 | 0.554 | 0.2935 | 0.1005 | 0.15 | 0 | 0 | 1 | 8 | 8.773109 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,646 | 0.495 | 0.38 | 0.12 | 0.512 | 0.233 | 0.1205 | 0.136 | 0 | 1 | 0 | 7 | 7.1834 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,648 | 0.5 | 0.38 | 0.12 | 0.5765 | 0.273 | 0.135 | 0.145 | 0 | 0 | 1 | 9 | 8.469688 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,655 | 0.545 | 0.42 | 0.145 | 0.778 | 0.3745 | 0.1545 | 0.205 | 0 | 0 | 1 | 7 | 9.420338 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,657 | 0.545 | 0.4 | 0.14 | 0.778 | 0.368 | 0.215 | 0.18 | 1 | 0 | 0 | 9 | 9.598207 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,658 | 0.55 | 0.42 | 0.13 | 0.636 | 0.294 | 0.144 | 0.1755 | 0 | 1 | 0 | 8 | 7.992054 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,664 | 0.57 | 0.43 | 0.16 | 0.811 | 0.3875 | 0.159 | 0.2285 | 1 | 0 | 0 | 9 | 10.165868 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,667 | 0.585 | 0.45 | 0.15 | 0.938 | 0.467 | 0.203 | 0.225 | 1 | 0 | 0 | 7 | 8.249532 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,670 | 0.59 | 0.46 | 0.14 | 1.004 | 0.496 | 0.2165 | 0.26 | 0 | 0 | 1 | 9 | 9.689878 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,671 | 0.59 | 0.46 | 0.16 | 1.0115 | 0.445 | 0.2615 | 0.2565 | 1 | 0 | 0 | 8 | 9.53264 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,673 | 0.595 | 0.47 | 0.165 | 1.108 | 0.4915 | 0.2325 | 0.3345 | 0 | 0 | 1 | 9 | 9.983483 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,678 | 0.615 | 0.45 | 0.15 | 1.198 | 0.707 | 0.2095 | 0.2505 | 0 | 0 | 1 | 7 | 8.486312 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,683 | 0.625 | 0.495 | 0.185 | 1.3835 | 0.7105 | 0.3005 | 0.345 | 0 | 0 | 1 | 11 | 10.470509 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,687 | 0.63 | 0.51 | 0.175 | 1.3415 | 0.6575 | 0.262 | 0.375 | 0 | 0 | 1 | 10 | 10.61755 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,717 | 0.345 | 0.255 | 0.095 | 0.183 | 0.075 | 0.0385 | 0.06 | 0 | 1 | 0 | 6 | 6.945852 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,719 | 0.36 | 0.26 | 0.08 | 0.1795 | 0.074 | 0.0315 | 0.06 | 0 | 1 | 0 | 5 | 6.689975 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,721 | 0.375 | 0.29 | 0.14 | 0.3 | 0.14 | 0.0625 | 0.0825 | 0 | 1 | 0 | 8 | 7.767926 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,728 | 0.405 | 0.31 | 0.11 | 0.91 | 0.416 | 0.2075 | 0.0995 | 0 | 1 | 0 | 8 | 9.807842 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,731 | 0.41 | 0.315 | 0.1 | 0.3 | 0.124 | 0.0575 | 0.1 | 0 | 1 | 0 | 8 | 7.556477 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,739 | 0.45 | 0.335 | 0.095 | 0.3505 | 0.1615 | 0.0625 | 0.1185 | 0 | 1 | 0 | 7 | 8.33747 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,741 | 0.46 | 0.35 | 0.1 | 0.471 | 0.252 | 0.077 | 0.123 | 0 | 1 | 0 | 8 | 7.402896 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,746 | 0.485 | 0.365 | 0.14 | 0.4475 | 0.1895 | 0.0925 | 0.2305 | 0 | 1 | 0 | 8 | 9.665102 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,754 | 0.525 | 0.385 | 0.13 | 0.607 | 0.2355 | 0.125 | 0.195 | 0 | 1 | 0 | 8 | 10.196497 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,758 | 0.535 | 0.43 | 0.155 | 0.7845 | 0.3285 | 0.169 | 0.245 | 0 | 0 | 1 | 10 | 10.624087 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,761 | 0.55 | 0.425 | 0.145 | 0.89 | 0.4325 | 0.171 | 0.236 | 0 | 1 | 0 | 10 | 9.08515 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,763 | 0.55 | 0.425 | 0.135 | 0.656 | 0.257 | 0.17 | 0.203 | 0 | 1 | 0 | 10 | 8.888401 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,766 | 0.555 | 0.445 | 0.175 | 1.1465 | 0.551 | 0.244 | 0.2785 | 1 | 0 | 0 | 8 | 9.664125 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,768 | 0.56 | 0.435 | 0.135 | 0.72 | 0.329 | 0.103 | 0.251 | 0 | 1 | 0 | 11 | 8.629949 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,775 | 0.585 | 0.46 | 0.145 | 0.8465 | 0.339 | 0.167 | 0.295 | 0 | 1 | 0 | 10 | 12.112953 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,778 | 0.585 | 0.455 | 0.13 | 0.8755 | 0.411 | 0.2065 | 0.225 | 1 | 0 | 0 | 8 | 8.003644 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,780 | 0.59 | 0.475 | 0.14 | 0.977 | 0.4625 | 0.2025 | 0.275 | 0 | 0 | 1 | 10 | 9.527959 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,782 | 0.6 | 0.48 | 0.09 | 1.05 | 0.457 | 0.2685 | 0.28 | 0 | 0 | 1 | 8 | 10.302758 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,793 | 0.63 | 0.505 | 0.175 | 1.221 | 0.555 | 0.252 | 0.34 | 0 | 0 | 1 | 12 | 10.418833 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,794 | 0.63 | 0.475 | 0.155 | 1.0005 | 0.452 | 0.252 | 0.265 | 1 | 0 | 0 | 10 | 9.840179 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,795 | 0.63 | 0.47 | 0.15 | 1.1355 | 0.539 | 0.2325 | 0.3115 | 0 | 0 | 1 | 12 | 9.500598 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,796 | 0.63 | 0.525 | 0.195 | 1.3135 | 0.4935 | 0.2565 | 0.465 | 0 | 0 | 1 | 10 | 13.600806 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,797 | 0.64 | 0.505 | 0.155 | 1.1955 | 0.5565 | 0.211 | 0.346 | 0 | 0 | 1 | 11 | 10.055711 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,806 | 0.675 | 0.525 | 0.17 | 1.711 | 0.8365 | 0.352 | 0.475 | 1 | 0 | 0 | 9 | 11.878917 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,808 | 0.705 | 0.54 | 0.205 | 1.757 | 0.8265 | 0.417 | 0.461 | 1 | 0 | 0 | 9 | 10.873037 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,813 | 0.255 | 0.195 | 0.055 | 0.0725 | 0.0285 | 0.017 | 0.021 | 0 | 1 | 0 | 4 | 5.204582 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,819 | 0.375 | 0.265 | 0.095 | 0.196 | 0.085 | 0.042 | 0.0585 | 0 | 1 | 0 | 5 | 6.717208 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
2,826 | 0.5 | 0.365 | 0.13 | 0.5945 | 0.309 | 0.1085 | 0.1535 | 0 | 0 | 1 | 9 | 7.854713 |
XGBRegressor
| 384,999,600 | 4,000,400 | 1,166,661 | 3 | 0.05 | 1,000 |
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