Min-Mid-Max Scaling, Limits of Agreement, and Agreement Score

By using a new feature scaling technique, I devise a new measure of agreement for contingency tables that compares the observed agreement with minimum, maximum, and chance-expected agreement levels. I also provide a simple formulation for the minimum agreement given row and column marginals by generating a new algorithm that minimizes the sum of diagonals in contingency tables.