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. Author manuscript; available in PMC: 2016 Sep 1.
Published in final edited form as: Artif Intell Med. 2014 Nov 6;65(1):5–18. doi: 10.1016/j.artmed.2014.10.005

Figure 3.

Figure 3

Graphical illustration of GP prior and posterior. In this example, we create X* as a linearly spaced vector from −3 to 3 with step size 0.01. We set the mean function m(·) = 0 and covariance function K(x, x′) = exp(−(x − x′)2/2).