Machine Learning, Logistic Regression, Non Linear.
better we can do. That is what this post is about. Here is the outline. We go through some code snippets here but the full code for reproducing the results can be downloaded from github. Briefly review the formulation of the likelihood function and its maximization. To keep the algebra at bay we