Figure 5
From: Constructing non-stationary Dynamic Bayesian Networks with a flexible lag choosing mechanism
Comparison of three methods on CMV + IFN γ Macrophage data. Left: The posterior probabilities of the numbers of segments (top: FLnsDBNs (λ m = 6, λ s = 2); middle: RJnsDBNs (λ m = 1, λs = 2); bottom: ASnsDBNs). Right: The posterior probabilities of the change points (FLnsDBNs: black solid line; RnsDBNs: magenta dash-dot line; ASnsDBNs: blue dashed line).