From these figures, we can see that the MBDP model assigns higher probability to the solution found by our Gibbs sampler than to the solution found by Brent's own incremental search algorithm.
brent's model does prefer the lower-accuracy collocation solution, but his search algorithm instead finds a higher-accuracy but lower-probability solution.