prerec

The undirected adjacency matrix of the inferred graph.

iMatrix

The undirected adjacency matrix of the true graph.

tMatrix

Calculates the precision and recall of the inferred graph.

A Bayesian hybrid approach for inferring Directed Acyclic Graphs
(DAGs) for continuous, discrete, and mixed data. The algorithm can use the
graph inferred by another more efficient graph inference method as input;
the input graph may contain false edges or undirected edges but can help
reduce the search space to a more manageable size. A Bayesian Markov chain
Monte Carlo algorithm is then used to infer the probability of direction and
absence for the edges in the network.
References:
Martin and Fu (2019) <arXiv:1909.10678>.

prerec: prerec

Description

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