FateWithShellmiaoComment/Fate/examples/dsl/v2/model_loader/binning_train_conf.json

{
    "dsl_version": 2,
    "initiator": {
        "role": "guest",
        "party_id": 9999
    },
    "role": {
        "host": [
            10000
        ],
        "guest": [
            9999
        ]
    },
    "component_parameters": {
        "role": {
            "guest": {
                "0": {
                    "reader_0": {
                        "table": {
                            "name": "breast_hetero_guest",
                            "namespace": "experiment"
                        }
                    },
                    "data_transform_0": {
                        "with_label": true
                    }
                }
            },
            "host": {
                "0": {
                    "reader_0": {
                        "table": {
                            "name": "breast_hetero_host",
                            "namespace": "experiment"
                        }
                    },
                    "hetero_feature_binning_0": {
                        "transform_param": {
                            "transform_type": null
                        }
                    },
                    "data_transform_0": {
                        "with_label": false
                    }
                }
            }
        },
        "common": {
            "hetero_feature_binning_0": {
                "method": "quantile",
                "compress_thres": 10000,
                "head_size": 10000,
                "error": 0.001,
                "adjustment_factor": 0.5,
                "bin_num": 10,
                "bin_indexes": -1,
                "bin_names": null,
                "category_indexes": null,
                "category_names": null,
                "transform_param": {
                    "transform_cols": [
                        0,
                        1,
                        2
                    ],
                    "transform_names": null,
                    "transform_type": "woe"
                },
                "local_only": false
            }
        }
    }
}