BNdistance.h File Reference

Copyright (c) 2005-2021 by Pierre-Henri WUILLEMIN() & Christophe GONZALES() info_at_agrum_dot_org. More...

#include <agrum/BN/IBayesNet.h>
#include <agrum/tools/core/sequence.h>
#include <agrum/BN/algorithms/divergence/BNdistance_tpl.h>

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Classes
class	gum::BNdistance< GUM_SCALAR >

Namespaces
	gum
	Copyright (c) 2005-2021 by Pierre-Henri WUILLEMIN() & Christophe GONZALES() info_at_agrum_dot_org.

Macros
#define	GAP_COMPLEXITY_KL_HEAVY_DIFFICULT   double(12.0)
#define	GAP_COMPLEXITY_KL_DIFFICULT_CORRECT   double(7.0)

Enumerations
enum	gum::Complexity : char { gum::Complexity::Heavy, gum::Complexity::Difficult, gum::Complexity::Correct }
	Complexity allows to characterize the awaited difficulty for an algorithm given a specific instance Therefore this is not a theoretical characterization but rather a pragmatic rate of that very instance. More...

Detailed Description

Copyright (c) 2005-2021 by Pierre-Henri WUILLEMIN() & Christophe GONZALES() info_at_agrum_dot_org.

This library is free software: you can redistribute it and/or modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version.

This library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details.

You should have received a copy of the GNU Lesser General Public License along with this library. If not, see http://www.gnu.org/licenses/.

algorithm for KL divergence between BNs

Author

Pierre-Henri WUILLEMIN()

Definition in file BNdistance.h.

Macro Definition Documentation

GAP_COMPLEXITY_KL_DIFFICULT_CORRECT

#define GAP_COMPLEXITY_KL_DIFFICULT_CORRECT   double(7.0)

Definition at line 75 of file BNdistance.h.

GAP_COMPLEXITY_KL_HEAVY_DIFFICULT

#define GAP_COMPLEXITY_KL_HEAVY_DIFFICULT   double(12.0)

Definition at line 74 of file BNdistance.h.