House Price Predictor β Planning Changelog
Minimal but solid: track decisions, milestones, and evaluation snapshots.
πΊοΈ Planned Milestones
- Dataset + EDA scaffolding
- Preprocess (impute, encode, scale/select if needed)
- Baselines β tree models; pick champion via CV
- Interpretability notes (top features)
- FastAPI predict(); mini Next.js metrics page
π Changelog
Init planning log
- Confirmed lean scope and evaluation metrics (RMSE, MAE, RΒ²).
- Outlined baselines and tree-model progression.
- Agreed to include a tiny FastAPI + Next.js demo for polish.
π Next Actions
- Stage dataset locally; set up EDA notebook skeleton.
- Define preprocessing pipeline (ColumnTransformer).
- Code CV routine and baseline models; log metrics.