Section 01
导读 / 主楼:Bulldozer Auction Price Prediction: Application of Machine Learning in Used Equipment Valuation
Introduction / Main Floor: Bulldozer Auction Price Prediction: Application of Machine Learning in Used Equipment Valuation
Using a random forest regression model to predict bulldozer auction prices, covering complete machine learning engineering practices such as data cleaning, feature engineering, missing value handling, and hyperparameter optimization.