Elastic Net, R, Data Science, Editors Pick, Thoughts And Theory.
in our case, a one-unit change in X leads to a 1.007 change in the natural log of y. If you want to take it a step further and look at the raw units of y for a given x, we can take the inverse of our log, exp(1.007 * x), to get the fitted y for any value of x. Pretty useful right? Now, GLM link