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

{
    "dsl_version": 2,
    "initiator": {
        "role": "guest",
        "party_id": 9999
    },
    "role": {
        "host": [
            10000
        ],
        "guest": [
            9999
        ]
    },
    "component_parameters": {
        "role": {
            "host": {
                "0": {
                    "data_transform_0": {
                        "with_label": false
                    },
                    "reader_0": {
                        "table": {
                            "name": "breast_hetero_host",
                            "namespace": "experiment"
                        }
                    }
                }
            },
            "guest": {
                "0": {
                    "data_transform_0": {
                        "with_label": true
                    },
                    "reader_0": {
                        "table": {
                            "name": "breast_hetero_guest",
                            "namespace": "experiment"
                        }
                    }
                }
            }
        },
        "common": {
            "model_loader_0": {
                "model_id": "",
                "model_version": "",
                "component_name": "hetero_feature_binning_0",
                "step_index": null
            },
            "hetero_feature_selection_0": {
                "select_col_indexes": -1,
                "select_names": [],
                "filter_methods": [
                    "iv_filter"
                ],
                "iv_param": {
                    "metrics": [
                        "iv",
                        "iv",
                        "iv"
                    ],
                    "filter_type": [
                        "threshold",
                        "top_k",
                        "top_percentile"
                    ],
                    "take_high": true,
                    "threshold": [
                        0.03,
                        15,
                        0.7
                    ],
                    "host_thresholds": [
                        [
                            0.15
                        ],
                        null,
                        null
                    ],
                    "select_federated": true
                }
            }
        }
    }
}