The weighted average value of a function over a region provides the average value of a function over that region weighted by some factor so that it's skewed to "important" values. The equation can be thought of as a generalization of the mean with the pdf being replaced by a weighting function (with less restrictions).
Generally given a function
For example for three dimensions the function