| ===== XL ===== | |
| Params: | |
| booster: gbtree | |
| lambda: 1.898848693595252e-07 | |
| alpha: 0.12056474301318092 | |
| subsample: 0.8063050059099299 | |
| colsample_bytree: 0.9811739553789125 | |
| max_depth: 9 | |
| min_child_weight: 5 | |
| eta: 0.5922416179249104 | |
| gamma: 9.646624366133572e-08 | |
| grow_policy: depthwise | |
| ===== EN ===== | |
| Params: | |
| booster: dart | |
| lambda: 0.0034350220237818873 | |
| alpha: 0.017576312448391578 | |
| subsample: 0.9386326696822141 | |
| colsample_bytree: 0.5398497692040918 | |
| max_depth: 7 | |
| min_child_weight: 2 | |
| eta: 0.5025794051815233 | |
| gamma: 6.153648073996147e-07 | |
| grow_policy: depthwise | |
| sample_type: weighted | |
| normalize_type: forest | |
| rate_drop: 0.132882793436878 | |
| skip_drop: 0.1414878925970217 | |
| ===== CN ===== | |
| Params: | |
| booster: gbtree | |
| lambda: 0.014545465661980932 | |
| alpha: 0.02863583749525235 | |
| subsample: 0.9032200638824748 | |
| colsample_bytree: 0.6149619736500342 | |
| max_depth: 9 | |
| min_child_weight: 6 | |
| eta: 0.8978097634175725 | |
| gamma: 7.463237955201139e-07 | |
| grow_policy: lossguide | |
| ===== DE ===== | |
| Params: | |
| booster: gbtree | |
| lambda: 0.00048678625972486576 | |
| alpha: 1.046744785350664e-05 | |
| subsample: 0.9144592408942889 | |
| colsample_bytree: 0.9033855975895826 | |
| max_depth: 7 | |
| min_child_weight: 4 | |
| eta: 0.3762627644436733 | |
| gamma: 0.00010414996206074876 | |
| grow_policy: lossguide | |
| ===== FR ===== | |
| Params: | |
| booster: gbtree | |
| lambda: 6.923228726172801e-08 | |
| alpha: 2.6464067036434684e-05 | |
| subsample: 0.8398779631824201 | |
| colsample_bytree: 0.6881972487164857 | |
| max_depth: 4 | |
| min_child_weight: 8 | |
| eta: 0.5463336832800588 | |
| gamma: 0.3640017866211947 | |
| grow_policy: depthwise | |
| ===== PT ===== | |
| Params: | |
| booster: gbtree | |
| lambda: 8.887759428477204e-05 | |
| alpha: 0.005500026395832587 | |
| subsample: 0.954765864693822 | |
| colsample_bytree: 0.45419342205416346 | |
| max_depth: 8 | |
| min_child_weight: 2 | |
| eta: 3.560840761652559e-07 | |
| gamma: 0.0014407851239889705 | |
| grow_policy: lossguide |