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Belief Net Section


Detailed Description

All of these are related to the use and construction of belief nets.


Files

file  BeliefNet.h
 A Belief Net Structure with CPT local models.

file  beliefnetcorrupt
 Makes some random changes to a BeliefNet.

file  beliefnetdata
 Creates a data set by sampling from a Bayesian Network.

file  beliefnetscore
 Tests a BeliefNet in several ways.

file  bnlearn
 Learns the structure of a BeliefNet from a data set. Designed to be easily modified.

file  bnlearn-engine.h
 Learn the structure of a BeliefNet from data.

file  Example.h
 ADT for training (and testing, etc.) data.

file  ExampleSpec.h
 Schema for training data.

file  vfbn1
 Learns the structure of a BeliefNet from a very large data set using sampling.

file  vfbn2
 Learns the structure of a BeliefNet from a very large data set using sampling and a new search proceedure.


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