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Statistical asymptotic and non-asymptotic consistency of bayesian networks: convergence to the right structure and consistent probability estimates.
Sylvain Gelly
Olivier Teytaud
Published in:
CAP (2005)
Keyphrases
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bayesian networks
probability estimates
statistical analysis
naive bayes
cost sensitive
learning algorithm
decision trees
probability distribution
probabilistic model
graphical models
posterior probability
empirical evidence