FateWithShellmiaoComment/Fate/examples/dsl/v2/homo_onehot/homo_onehot_test_conf.json

{
    "dsl_version": 2,
    "initiator": {
        "role": "guest",
        "party_id": 9999
    },
    "role": {
        "guest": [
            9999
        ],
        "host": [
            10000
        ],
        "arbiter": [
            9999
        ]
    },
    "component_parameters": {
        "role": {
            "host": {
                "0": {
                    "reader_1": {
                        "table": {
                            "name": "heart_nonscaled_hetero_test",
                            "namespace": "experiment"
                        }
                    },
                    "reader_0": {
                        "table": {
                            "name": "heart_nonscaled_hetero_host",
                            "namespace": "experiment"
                        }
                    },
                    "evaluation_0": {
                        "need_run": false
                    }
                }
            },
            "guest": {
                "0": {
                    "reader_1": {
                        "table": {
                            "name": "heart_nonscaled_hetero_test",
                            "namespace": "experiment"
                        }
                    },
                    "reader_0": {
                        "table": {
                            "name": "heart_nonscaled_hetero_guest",
                            "namespace": "experiment"
                        }
                    }
                }
            }
        },
        "common": {
            "data_transform_0": {
                "with_label": true,
                "label_name": "target",
                "output_format": "dense"
            },
            "homo_onehot_0": {
                "transform_col_indexes": [
                    1,
                    2,
                    5,
                    6,
                    8,
                    10,
                    11,
                    12
                ],
                "transform_col_names": [],
                "need_alignment": true
            },
            "scale_0": {
                "method": "standard_scale"
            },
            "homo_lr_0": {
                "penalty": "L2",
                "tol": 1e-05,
                "alpha": 0.01,
                "optimizer": "sgd",
                "batch_size": 500,
                "learning_rate": 0.15,
                "init_param": {
                    "init_method": "zeros"
                },
                "max_iter": 3,
                "early_stop": "diff",
                "cv_param": {
                    "n_splits": 4,
                    "shuffle": true,
                    "random_seed": 33,
                    "need_cv": false
                },
                "decay": 1,
                "decay_sqrt": true
            },
            "evaluation_0": {
                "eval_type": "binary"
            }
        }
    }
}