Data Science, Machine Learning, Analytics, Time Series Analysis, Linear Regression.
Features Based on our analysis of categorical features, it is evident that ‘flat_type’ and ‘storey_range’ exhibit ordinal characteristics. Although ordinal features possess natural order, it is important to note that the numerical differences between classes do not necessarily carry specific