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- {
- "BoostingTreeParam": {
- "task_type": "classification",
- "learning_rate": 0.1,
- "num_trees": 2,
- "subsample_feature_rate": 1,
- "n_iter_no_change": false,
- "tol": 0.0001,
- "quantile_method": "bin_by_sample_data",
- "bin_num": 50,
- "bin_gap": 0.000001,
- "bin_sample_num": 150000,
- "tree_param": {
- "criterion_method": "xgboost",
- "criterion_params": [0.1],
- "max_depth": 5,
- "min_sample_split": 2,
- "min_leaf_node": 1,
- "min_impurity_split": 0.001,
- "max_split_nodes": 1024
- },
- "objective_param": {
- "objective": "cross_entropy",
- "params": [1.5]
- },
- "encrypt_param": {
- "method": "paillier"
- }
- }
- }
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