Tune With GridSearchCV
Searching hyperparameters safely.
Settings You Choose
Some model settings are not learned from data; you pick them before training. These are hyperparameters, and good choices matter a lot.
Guessing Is Slow
Tweaking one value, re-running, and eyeballing the score by hand wastes time and misses better combos. Let a search do it. 🔍