Created
October 9, 2020 15:57
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Log Transformation of Target Feature in Linear Model
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| # Our main dataframe is df | |
| continuous = ['price', 'sqft_living', 'sqft_lot', 'sqft_living15', 'sqft_lot15'] | |
| df_log = df[continuous] | |
| # Create column names that indicate a log ex. 'price_log' | |
| log_names = [f'{column}_log' for column in df_log.columns] | |
| df_log = np.log10(df_log) | |
| df_log.columns = log_names |
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