scoringCache.h File Reference

a cache for caching scores and independence tests results More...

#include <utility>
#include <agrum/agrum.h>
#include <agrum/learning/scores_and_tests/idSet.h>
#include <agrum/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...

Namespaces
	gum
	gum is the global namespace for all aGrUM entities
	gum::learning

Detailed Description

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.