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stage_one_shap_selection.yaml 391 B

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  1. number_of_bootstraps: 5 # this sets global setting of which how many bootstraps to use
  2. lgb_params:
  3. "boosting_type": "dart"
  4. "objective": "regression"
  5. "metric":
  6. - l2
  7. - l1
  8. "max_leaves": 20
  9. "max_depth": 3
  10. "learning_rate": 0.07
  11. "feature_fraction": 0.8
  12. "bagging_fraction": 1
  13. "min_data_in_leaf": 6
  14. "lambda_l1": 0.9
  15. "lambda_l2": 0.9
  16. "verbose": -1
  17. debug_local: false
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