Bounds for Bayesian network classifiers with reduced precision parameters.

Sebastian Tschiatschek Carlos Eduardo Cancino Chacón Franz Pernkopf

Published in: ICASSP (2013)

Keyphrases

bayesian network classifiers
conditional likelihood
bayesian networks
maximum likelihood
lower bound
structure learning
parameter learning
naive bayes
classification accuracy
upper bound
data sets
worst case
expectation maximization
parameter estimation
benchmark data sets
decision trees
learning algorithm