param.json 829 B

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  1. {
  2. "BoostingTreeParam": {
  3. "task_type": "classification",
  4. "learning_rate": 0.1,
  5. "num_trees": 2,
  6. "subsample_feature_rate": 1,
  7. "n_iter_no_change": false,
  8. "tol": 0.0001,
  9. "quantile_method": "bin_by_sample_data",
  10. "bin_num": 50,
  11. "bin_gap": 0.000001,
  12. "bin_sample_num": 150000,
  13. "tree_param": {
  14. "criterion_method": "xgboost",
  15. "criterion_params": [0.1],
  16. "max_depth": 5,
  17. "min_sample_split": 2,
  18. "min_leaf_node": 1,
  19. "min_impurity_split": 0.001,
  20. "max_split_nodes": 1024
  21. },
  22. "objective_param": {
  23. "objective": "cross_entropy",
  24. "params": [1.5]
  25. },
  26. "encrypt_param": {
  27. "method": "paillier"
  28. }
  29. }
  30. }