Upload hyperparameter info
Browse files- params.txt +81 -0
params.txt
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===== XL =====
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Params:
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booster: gbtree
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lambda: 1.898848693595252e-07
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alpha: 0.12056474301318092
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subsample: 0.8063050059099299
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colsample_bytree: 0.9811739553789125
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max_depth: 9
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min_child_weight: 5
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eta: 0.5922416179249104
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gamma: 9.646624366133572e-08
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grow_policy: depthwise
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===== EN =====
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Params:
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booster: dart
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lambda: 0.0034350220237818873
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alpha: 0.017576312448391578
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subsample: 0.9386326696822141
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colsample_bytree: 0.5398497692040918
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max_depth: 7
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min_child_weight: 2
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eta: 0.5025794051815233
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gamma: 6.153648073996147e-07
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grow_policy: depthwise
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sample_type: weighted
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normalize_type: forest
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rate_drop: 0.132882793436878
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skip_drop: 0.1414878925970217
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===== CN =====
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Params:
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booster: gbtree
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lambda: 0.014545465661980932
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alpha: 0.02863583749525235
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subsample: 0.9032200638824748
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colsample_bytree: 0.6149619736500342
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max_depth: 9
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min_child_weight: 6
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eta: 0.8978097634175725
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gamma: 7.463237955201139e-07
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grow_policy: lossguide
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===== DE =====
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Params:
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booster: gbtree
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lambda: 0.00048678625972486576
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alpha: 1.046744785350664e-05
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subsample: 0.9144592408942889
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colsample_bytree: 0.9033855975895826
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max_depth: 7
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min_child_weight: 4
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eta: 0.3762627644436733
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gamma: 0.00010414996206074876
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grow_policy: lossguide
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===== FR =====
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Params:
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booster: gbtree
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lambda: 6.923228726172801e-08
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alpha: 2.6464067036434684e-05
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subsample: 0.8398779631824201
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colsample_bytree: 0.6881972487164857
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max_depth: 4
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min_child_weight: 8
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eta: 0.5463336832800588
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gamma: 0.3640017866211947
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grow_policy: depthwise
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===== PT =====
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Params:
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booster: gbtree
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lambda: 8.887759428477204e-05
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alpha: 0.005500026395832587
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subsample: 0.954765864693822
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colsample_bytree: 0.45419342205416346
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max_depth: 8
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min_child_weight: 2
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eta: 3.560840761652559e-07
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gamma: 0.0014407851239889705
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grow_policy: lossguide
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