CIBasedLearning.h File Reference

Abstract base class for CI-test-based structure learning algorithms. More...

#include <vector>
#include <agrum/base/stattests/independenceTest.h>
#include <agrum/BN/learning/ConstraintBasedLearning.h>

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Classes
class	gum::learning::CIBasedLearning
	Abstract base for CI-test-based causal structure learning (PC, FCI). More...
struct	gum::learning::CIBasedLearning::SepSetEntry_

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

Detailed Description

Abstract base class for CI-test-based structure learning algorithms.

CIBasedLearning sits between ConstraintBasedLearning and concrete algorithms (PC, FCI). It holds all state shared by CI-test algorithms: the independence test, alpha threshold, stable-PC mode, conditioning-set size, separation sets, and unshielded-collider orientation logic.

Concrete subclasses implement learnMixedStructure().

Author

Pierre-Henri WUILLEMIN(_at_LIP6)

Definition in file CIBasedLearning.h.