Machine Learning, Data Science, Optimization, Editors Pick, Thoughts And Theory.
with encoded variables as well, and the outcome. Running the code above will generate this surface. Note that the surface is generated using the fitted model. Surface obtained from the first DOE. From there we see that the surface lines are not straight, so the interaction terms has some effect.