Current interferometric wide area ground motion services require the estimation of coherence magnitude as accurately and computationally effectively possible. However, a precise at same time efficient method is missing. Therefore, objective this article to improve empirical Bayesian in terms accuracy computational cost. Precisely, proposes by Machine Learning (ML). It results non-parametric aut...