bnlearn_hc

HC

Package	bnlearn
Version	4.8.3
Language	R
Docs	here
Paper	Scutari et al.[1], Norvig[2]
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
  }
]