Weather Desk — Development Log
Stage 2 — Trying Different Models
After getting 64.9% with Logistic Regression, I had my first baseline.
I started trying different models to see if I could improve it. I tested a Decision Tree and Random Forest, and later tried Gradient Boosting as well.
The results were interesting because the models didn’t all perform the same way. Gradient Boosting ended up being one of the strongest versions I had tested so far.
I now have a model that looks promising, but I’m not stopping here. I want to test it properly and see if I can improve the final result.
Still experimenting. 🌦️