Tabu (bnlearn)

Module name	bnlearn_tabu
Package	bnlearn
Version	4.8.3
Language	R
Docs	here
Paper	Scutari et al.[1], Norvig[2]
Graph type	DAG
MCMC	No
Edge constraints	Yes
Data type	C, D, M
Data missingness
Intervention type
Docker	bpimages/bnlearn:4.8.3

Tabu

Tabu is a less greedy version of the HC algorithm allowing for non-optimal moves that might be beneficial from a global perspective to avoid local maxima.

Some fields described

edgeConstraints Name of the JSON file containing background knowledge

Example JSON

[
  {
    "id": "tabu-bde",
    "score": "bde",
    "iss": [
      0.001,
      0.01,
      0.1
    ],
    "issmu": 1,
    "issw": null,
    "l": 5,
    "k": 1,
    "prior": "uniform",
    "beta": 1,
    "timeout": null,
    "edgeConstraints": "edgeConstraints.json"
  },
  {
    "id": "tabu-bge",
    "score": "bge",
    "iss": 1,
    "issmu": [
      0.0001,
      0.001,
      0.01,
      0.05
    ],
    "issw": null,
    "l": 5,
    "k": 1,
    "prior": "uniform",
    "beta": 1,
    "timeout": null,
    "edgeConstraints": "edgeConstraints.json"
  }
]