File size: 746 Bytes
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========================================================================
MODEL: xgb
Best trial: 192
Best F1 (val @ best-threshold): 0.7202
Val AUC: 0.7756
Val AP: 0.7864
Best threshold (picked on val): 0.3745
Model saved to: /vast/projects/pranam/lab/yz927/projects/Classifier_Weight/training_classifiers/solubility/xgb/best_model.json
Best params:
{
"lambda": 1.6459321458161516e-08,
"alpha": 4.878391831208817e-07,
"colsample_bytree": 0.3965151840185689,
"subsample": 0.8490099617278252,
"learning_rate": 0.034021202545138976,
"max_depth": 11,
"min_child_weight": 41,
"gamma": 2.7130822461701403,
"num_boost_round": 757,
"early_stopping_rounds": 71
}
======================================================================== |