Propagation effects of model-calculated probability values in Bayesian networks
For Bayesian networks, the propagation effects of noisy-OR calculated values are shown. Ill-considered use of the noisy-OR model can harm a network's performance. We show when ill-considered use of the noisy-OR can damage the networks' performance. We show when use of the noisy-OR model for mere pragmatic reasons may be warranted.
bayesian network engineering probabilistic causal interaction model (leaky) noisy-or model noisy-max model sensitivity analysis