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Using R programming, how to build a machine learning model which is classification model to this dataset? Please provide the coding! Plus, i'm confused whether

Using R programming, how to build a machine learning model which is classification model to this dataset? Please provide the coding!

Plus, i'm confused whether to define the goal as : to predict the housing prices or to identify the factors that are used to determine the housing prices? Please help me as well.

The dataset: https://drive.google.com/file/d/1E6GwnidPJxSNzjz8PuOMx6LBhek2z0sa/view?usp=share_link

Retrieved from: https://data.oecd.org/price/housing-prices.htm

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