Data Science, Machine Learning, Analytics, Time Series Analysis, Linear Regression.
data. In the previous segment, specifically in the preprocessing stage, we created new features ‘resale_year’ and ‘resale_month’ from ‘resale_date’. Unlike ‘flat_type’ and ‘storey_range’, we found out that ‘resale_month’, which is also ordinal, does not have linear relationship with ‘resale_price’.