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bnlearn_hc

HC

Package bnlearn
Version 4.8.3
Language R
Docs here
Paper :footcitescutari2019learning, :footcitenorvig2002modern
Graph type DAG
Docker bpimages/bnlearn:4.8.3
Module folder bnlearn_hc

Description

Hill climbing (HC) is a score-based algorithm which starts with a DAG with no edges and adds, deletes or reverses edges in a greedy manner until an optimum is reached.

Example JSON

[
  {
    "id": "hc-bde",
    "score": "bde",
    "iss": [
      0.001,
      0.01,
      0.1
    ],
    "issmu": null,
    "issw": null,
    "l": 5,
    "k": 1,
    "prior": "uniform",
    "beta": 1,
    "restart": 0,
    "perturb": 1,
    "timeout": null
  },
  {
    "id": "hc-bge",
    "score": "bge",
    "iss": 1,
    "issmu": [
      0.0001,
      0.001,
      0.01,
      0.05
    ],
    "issw": null,
    "l": 5,
    "k": 1,
    "prior": "uniform",
    "beta": 1,
    "restart": 0,
    "perturb": 1,
    "timeout": null
  }
]