SimpleMiic.h File Reference

The SimpleMiic algorithm. More...

#include <string>
#include <vector>
#include <agrum/config.h>
#include <agrum/BN/learning/Miic.h>

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Classes
class	gum::learning::SimpleMiic
	The miic learning algorithm. More...

Namespaces
namespace	gum
	gum is the global namespace for all aGrUM entities
namespace	gum::learning
	include the inlined functions if necessary

Detailed Description

The SimpleMiic algorithm.

The SimpleMIIC class implements the Miic algorithm https://doi.org/10.1371/journal.pcbi.1005662. without constraints. It starts by eliminating edges that correspond to independent variables to build the skeleton of the graph, and then directs the remaining edges to get an essential graph. Latent variables can be detected using bi-directed arcs.

Author

Quentin FALCAND and Pierre-Henri WUILLEMIN(_at_LIP6) and Maria Virginia RUIZ CUEVAS

Definition in file SimpleMiic.h.