FateWithShellmiaoComment/Fate/examples/benchmark_quality/homo_lr/homo_lr_sklearn_benchmark.json

{
  "data": [
    {
      "file": "../../data/breast_homo_guest.csv",
      "head": 1,
      "partition": 16,
      "table_name": "breast_homo_guest",
      "namespace": "experiment",
      "role": "guest_0"
    },
    {
      "file": "../../data/breast_homo_host.csv",
      "head": 1,
      "partition": 16,
      "table_name": "breast_homo_host",
      "namespace": "experiment",
      "role": "host_0"
    },
    {
      "file": "../../data/default_credit_homo_guest.csv",
      "head": 1,
      "partition": 16,
      "table_name": "default_credit_guest",
      "namespace": "experiment",
      "role": "guest_0"
    },
    {
      "file": "../../data/default_credit_homo_host_1.csv",
      "head": 1,
      "partition": 16,
      "table_name": "default_credit_host1",
      "namespace": "experiment",
      "role": "host_0"
    },
    {
      "file": "../../data/give_credit_homo_guest.csv",
      "head": 1,
      "partition": 16,
      "table_name": "give_credit_homo_guest",
      "namespace": "experiment",
      "role": "guest_0"
    },
    {
      "file": "../../data/give_credit_homo_host.csv",
      "head": 1,
      "partition": 16,
      "table_name": "give_credit_homo_host",
      "namespace": "experiment",
      "role": "host_0"
    },
    {
      "file": "../../data/epsilon_5k_homo_guest.csv",
      "head": 1,
      "partition": 16,
      "table_name": "epsilon_5k_homo_guest",
      "namespace": "experiment",
      "role": "guest_0"
    },
    {
      "file": "../../data/epsilon_5k_homo_host.csv",
      "head": 1,
      "partition": 16,
      "table_name": "epsilon_5k_homo_host",
      "namespace": "experiment",
      "role": "host_0"
    },
    {
      "file": "../../data/vehicle_scale_homo_guest.csv",
      "head": 1,
      "partition": 16,
      "table_name": "vehicle_scale_homo_guest",
      "namespace": "experiment",
      "role": "guest_0"
    },
    {
      "file": "../../data/vehicle_scale_homo_host.csv",
      "head": 1,
      "partition": 16,
      "table_name": "vehicle_scale_homo_host",
      "namespace": "experiment",
      "role": "host_0"
    }
  ],
  "homo_lr-binary-0": {
    "local": {
      "script": "./sklearn-lr-binary.py",
      "conf": "./breast_lr_config.yaml"
    },
    "FATE": {
      "script": "./pipeline-lr-binary.py",
      "conf": "./breast_lr_config.yaml"
    },
    "compare_setting": {
      "relative_tol": 1e-2
    }
  },
  "homo_lr-binary-1": {
    "local": {
      "script": "./sklearn-lr-binary.py",
      "conf": "./default_credit_lr_config.yaml"
    },
    "FATE": {
      "script": "./pipeline-lr-binary.py",
      "conf": "./default_credit_lr_config.yaml"
    },
    "compare_setting": {
      "relative_tol": 1e-2
    }
  },
  "homo_lr-binary-2": {
    "local": {
      "script": "./sklearn-lr-binary.py",
      "conf": "./epsilon_5k_lr_config.yaml"
    },
    "FATE": {
      "script": "./pipeline-lr-binary.py",
      "conf": "./epsilon_5k_lr_config.yaml"
    },
    "compare_setting": {
      "relative_tol": 0.05
    }
  },
  "homo_lr-binary-3": {
    "local": {
      "script": "./sklearn-lr-binary.py",
      "conf": "./give_credit_lr_config.yaml"
    },
    "FATE": {
      "script": "./pipeline-lr-binary.py",
      "conf": "./give_credit_pipeline_lr_config.yaml"
    },
    "compare_setting": {
      "relative_tol": 0.05
    }
  },
  "homo_lr-multi-0": {
    "local": {
      "script": "./sklearn-lr-multi.py",
      "conf": "./vehicle_lr_config.yaml"
    },
    "FATE": {
      "script": "./pipeline-lr-multi.py",
      "conf": "./vehicle_lr_config.yaml"
    },
    "compare_setting": {
      "relative_tol": 0.05
    }
  }
}