GridSearch can be really distracting. It sounds like a good idea, but that "optimal" metric...does that really reflect reality? And if it doesn't, how bad is that?
In this talk, I will share some anecdotes on state-of-the-art models, as well as benchmarking in general, that will hopefully make you rethink your methodology.
In particular, I'll discuss:
There will also be a demo, and an announcement, of a new python project