# GBDT

^  [[XGBoost]]  ^  [[LightGBM]]           ^
| [[max_depth]]    | [[max_depth]]/[[num_leaves]]  |
| [[subsample]] | [[bagging_fraction]] |
| [[colsample_bytree]] \\ [[colsample_bylevel]] | [[feature_fraction]] |
| [[min_child_weight]] \\ [[lambda]] \\ [[alpha]] | [[min_data_in_leaf]] \\ [[lambda_l1]] \\ [[lambda_l2]] |
| [[eta]] \\ [[num_round]] | [[learning_rate]] \\ [[num_iterations]] |
| [[seed]] | [[*_seed]] |