Need to implement the conditional independence test to check if the posterior probabilities are overestimated because of conditional dependencies of the input evidential layers.
More details about the Conditional Independence tests can be found in
Bonham-Carter, G. F., 1994, Geographic Information Systems for Geoscientists: Pergamon, Oxford, 398 p.
Agterberg, F. P., and Cheng, Q., 2002, Conditional independence test for Weights-of-Evidence modeling: Natural Resources
Research, v. 11, no. 4, p. 249–255.
Need to implement the conditional independence test to check if the posterior probabilities are overestimated because of conditional dependencies of the input evidential layers. More details about the Conditional Independence tests can be found in