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Random Field (MRF) is an undirected graphical model used in machine learning and statistical modeling. Markov random fields were first introduced by Andrey Markov in 1929. The MRF for a set of random variables “X” = {X1, …, Xn} on a probability space (Ω, F, P) is a graph Mn = (V, E) where E ⊆ V × V