Machine Learning, Logistic Regression, Non Linear.
All that is left to be done now is to find a set of values for the parameters c that maximize log(L) in Equation 3. We can either apply an optimization technique or solve the coupled set of m nonlinear equations d log(L)/dc = 0 for c. Equation 4 When LL is maximum, d log(L)/dc = 0 at that c