FateWithShellmiaoComment/Fate/examples/benchmark_quality/hetero_lr/hetero_lr_sklearn_benchmark.json

{
  "data": [
    {
      "file": "../../data/breast_hetero_guest.csv",
      "head": 1,
      "partition": 16,
      "table_name": "breast_hetero_guest",
      "namespace": "experiment",
      "role": "guest_0"
    },
    {
      "file": "../../data/breast_hetero_host.csv",
      "head": 1,
      "partition": 16,
      "table_name": "breast_hetero_host",
      "namespace": "experiment",
      "role": "host_0"
    },
    {
      "file": "../../data/default_credit_hetero_guest.csv",
      "head": 1,
      "partition": 16,
      "table_name": "default_credit_hetero_guest",
      "namespace": "experiment",
      "role": "guest_0"
    },
    {
      "file": "../../data/default_credit_hetero_host.csv",
      "head": 1,
      "partition": 16,
      "table_name": "default_credit_hetero_host",
      "namespace": "experiment",
      "role": "host_0"
    },
    {
      "file": "../../data/give_credit_hetero_guest.csv",
      "head": 1,
      "partition": 16,
      "table_name": "give_credit_hetero_guest",
      "namespace": "experiment",
      "role": "guest_0"
    },
    {
      "file": "../../data/give_credit_hetero_host.csv",
      "head": 1,
      "partition": 16,
      "table_name": "give_credit_hetero_host",
      "namespace": "experiment",
      "role": "host_0"
    },
    {
      "file": "../../data/epsilon_5k_hetero_guest.csv",
      "head": 1,
      "partition": 16,
      "table_name": "epsilon_5k_hetero_guest",
      "namespace": "experiment",
      "role": "guest_0"
    },
    {
      "file": "../../data/epsilon_5k_hetero_host.csv",
      "head": 1,
      "partition": 16,
      "table_name": "epsilon_5k_hetero_host",
      "namespace": "experiment",
      "role": "host_0"
    },
    {
      "file": "../../data/vehicle_scale_hetero_guest.csv",
      "head": 1,
      "partition": 16,
      "table_name": "vehicle_scale_hetero_guest",
      "namespace": "experiment",
      "role": "guest_0"
    },
    {
      "file": "../../data/vehicle_scale_hetero_host.csv",
      "head": 1,
      "partition": 16,
      "table_name": "vehicle_scale_hetero_host",
      "namespace": "experiment",
      "role": "host_0"
    }
  ],
  "hetero_lr-binary-0": {
    "local": {
      "script": "./sklearn-lr-binary.py",
      "conf": "./breast_config.yaml"
    },
    "FATE-hetero-lr": {
      "script": "./pipeline-lr-binary.py",
      "conf": "./breast_config.yaml"
    },
    "FATE-hetero-sshe-lr": {
      "script": "./pipeline-sshe-lr-binary.py",
      "conf": "./breast_sshe_lr_config.yaml"
    },
    "compare_setting": {
      "relative_tol": 1e-2
    }
  },
  "hetero_lr-binary-1": {
    "local": {
      "script": "./sklearn-lr-binary.py",
      "conf": "./default_credit_config.yaml"
    },
    "FATE-hetero-lr": {
      "script": "./pipeline-lr-binary.py",
      "conf": "./default_credit_config.yaml"
    },
    "FATE-hetero-sshe-lr": {
      "script": "./pipeline-sshe-lr-binary.py",
      "conf": "./default_credit_sshe_lr_config.yaml"
    },
    "compare_setting": {
      "relative_tol": 1e-2
    }
  },
  "hetero_lr-binary-2": {
    "local": {
      "script": "./sklearn-lr-binary.py",
      "conf": "./epsilon_5k_config.yaml"
    },
    "FATE-hetero-lr": {
      "script": "./pipeline-lr-binary.py",
      "conf": "./epsilon_5k_config.yaml"
    },
    "FATE-hetero-sshe-lr": {
      "script": "./pipeline-sshe-lr-binary.py",
      "conf": "./epsilon_5k_sshe_lr_config.yaml"
    },
    "compare_setting": {
      "relative_tol": 1e-2
    }
  },
  "hetero_lr-binary-3": {
    "local": {
      "script": "./sklearn-lr-binary.py",
      "conf": "./give_credit_config.yaml"
    },
    "FATE-hetero-lr": {
      "script": "./pipeline-lr-binary.py",
      "conf": "./give_credit_config.yaml"
    },
    "FATE-hetero-sshe-lr": {
      "script": "./pipeline-sshe-lr-binary.py",
      "conf": "./give_credit_sshe_lr_config.yaml"
    },
    "compare_setting": {
      "relative_tol": 1e-2
    }
  },
  "multi": {
    "local": {
      "script": "./sklearn-lr-multi.py",
      "conf": "./vehicle_lr_sklearn_config.yaml"
    },
    "FATE-hetero-lr": {
      "script": "./pipeline-lr-multi.py",
      "conf": "./vehicle_config.yaml"
    },
    "FATE-hetero-sshe-lr": {
      "script": "./pipeline-sshe-lr-multi.py",
      "conf": "./vehicle_sshe_lr_config.yaml"
    },
    "compare_setting": {
      "relative_tol": 1e-2
    }
  }
}