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7z: AmesThe set includes nearly 3,000 individual observations. Why is it in a .7z File? It is primarily used to train machine learning models to predict the final price of each home. AMES 7z Handling missing values in features like "Lot Frontage" or "Alley." The set includes nearly 3,000 individual observations typically refers to a compressed archive file (using the .7z format) containing the Ames Housing Dataset, a popular resource used by data science students and professionals for predictive modeling and regression analysis. What is the Ames Housing Dataset? Handling missing values in features like "Lot Frontage" This dataset was originally compiled by Dean De Cock for use in statistics education and is frequently hosted on platforms like Kaggle as an alternative to the older Boston Housing dataset. It provides a detailed look at residential property sales in , between 2006 and 2010. Applying algorithms like Linear Regression, Random Forest, or XGBoost to predict house prices. |
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