test_secureboost_train_regression_conf.json

{
    "dsl_version": 2,
    "initiator": {
        "role": "guest",
        "party_id": 9999
    },
    "role": {
        "host": [
            9998
        ],
        "guest": [
            9999
        ]
    },
    "component_parameters": {
        "common": {
            "hetero_secure_boost_0": {
                "task_type": "regression",
                "objective_param": {
                    "objective": "lse"
                },
                "num_trees": 3,
                "validation_freqs": 1,
                "encrypt_param": {
                    "method": "Paillier"
                },
                "tree_param": {
                    "max_depth": 3
                }
            },
            "evaluation_0": {
                "eval_type": "regression"
            }
        },
        "role": {
            "host": {
                "0": {
                    "data_transform_0": {
                        "with_label": false
                    },
                    "reader_1": {
                        "table": {
                            "name": "student_hetero_host",
                            "namespace": "experiment"
                        }
                    },
                    "data_transform_1": {
                        "with_label": false
                    },
                    "reader_0": {
                        "table": {
                            "name": "student_hetero_host",
                            "namespace": "experiment"
                        }
                    }
                }
            },
            "guest": {
                "0": {
                    "data_transform_0": {
                        "with_label": true,
                        "label_type": "float",
                        "output_format": "dense"
                    },
                    "reader_1": {
                        "table": {
                            "name": "student_hetero_guest",
                            "namespace": "experiment"
                        }
                    },
                    "data_transform_1": {
                        "with_label": true,
                        "label_type": "float",
                        "output_format": "dense"
                    },
                    "reader_0": {
                        "table": {
                            "name": "student_hetero_guest",
                            "namespace": "experiment"
                        }
                    }
                }
            }
        }
    }
}