Hi Gregory,
If the set of estimates and actual expected values were plotted as vectors in n-dimensional space (normalized to a mean of zero), the cosine between them would be equal to the r-squared of their correlation.
Not R-square, just R:
Hi Gregory,
Not R-square, just R: