Skip to main content
Figure 3 | BMC Bioinformatics

Figure 3

From: Infinite mixture-of-experts model for sparse survival regression with application to breast cancer

Figure 3

Infinite Mixture-of-experts model. Left panel: Mixture-of-experts model for two experts with a gating node representing the function that decides which of the two experts is chosen to make a prediction for x which is represented by p(c j |x, ) in eq. (13). Right panel: Infinite mixture of experts using a Dirichlet process prior G with parameters (α, G0). N denotes the number of observations and c i the respective assignment variables. The observed variables x and t are represented in green with the priors collapsed to . In the full model, the part will be replaced by Figure 1.

Back to article page