#include <utility>
#include <agrum/agrum.h>
#include <agrum/tools/stattests/idCondSet.h>
#include <agrum/BN/learning/scores_and_tests/scoringCache_tpl.h>

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Classes
class	gum::learning::ScoringCache< ALLOC >
	a cache for caching scores and independence tests resultsCaching previously computed scores or the results of conditional independence tests is very important for learning algorithms because computing a score or an independence test requires parsing the database and this is the most time consuming operation in learning. More...

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

	gum::learning

Detailed Description

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/. a cache for caching scores and independence tests results

Caching previously computed scores or the results of conditional independence tests is very important for learning algorithms because computing a score or an independence test requires parsing the database and this is the most time consuming operation in learning. This class provides an efficient cache that can significantly alleviate the learning computational burden.

Author: Christophe GONZALES() and Pierre-Henri WUILLEMIN()

Definition in file scoringCache.h.

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Detailed Description