scoringCache.h File Reference

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

#include <utility>
#include <agrum/agrum.h>
#include <agrum/base/stattests/idCondSet.h>
#include <agrum/base/stattests/scoringCache_inl.h>

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Classes
class	gum::learning::ScoringCache
	a cache for caching scores and independence tests results More...

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

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(_at_AMU) and Pierre-Henri WUILLEMIN(_at_LIP6)

Definition in file scoringCache.h.