Analysis of Weather Data in Australia
Analysis of Australia weather data from Kaggle and the Australian Government Bureau of Meteorology. Performed hypothesis testing (resampling methods) on temperature data to investigate climate change. Trained and evaluated ML classification models to predict next day rain occurrence.
Final model: XGBoost with 0.90 test AUC and 0.75 test average precision score.
Authors
- Luigi Noto
- Giacomo Bugli
- Guilherme Albertini