Thank you so much. Really appreciate the thoughtful feedback!

I've watched many intros. Somehow they always end with 90%+ accuracy and that was just not my experience while learning on datasets I picked myself. I remember spending hours tuning different parameters and not quite understanding why I was getting way worse accuracy. I showed this intentionally, and I'm glad you commented on this!

The XGBoost comparison is a great idea.