Elastic Net, R, Data Science, Editors Pick, Thoughts And Theory.
The downside with maximum likelihood is that it requires a step solver — we have to iteratively test values until we reach a sufficiently optimal solution. On top of that, MLE doesn’t always guarantee a global minimum, so we technically could be missing out on a better set of coefficients. But, in