Pairwaise Mutual Information Calculation
- I see different ways to estimate the MI's, however I had written my code above to verify.
- When I tried to estimate the Mean(average) value of MI for all the pairs, Should I remove the diagonals values (which corresponds to the MI for its own pair) and the duplicates values (as the matrix is an outcome of the pairwise estimation).?
- Or Should I just estimate the mean for the whole matrix which is an outcome of the above code?