# Output interpretation ### Current insights The insights based on the current energy label of the house.

Feature	Example	Explanation
stratification	('B', 'Dorpskern', 'vrijstaand', '1990-2004', '>150')	The most complete features stratification existing in our database
mean_sales_duration	124.0	The mean value of the sales duration, on number of days, of the houses belonging to the same stratification.
median_sales_duration	144.0	The median value of sales duration, on number of days, of the houses belonging to the same stratification.
mean_diff_price	28733.0	The mean value of the difference between transaction price and asking price, of the houses belonging to the same stratification.
median_diff_price	42000.0	The median value of the difference between transaction price and asking price, of the houses belonging to the same stratification.

### Target insights The insights based on the desired energy label for the house.

Feature	Example	Explanation
stratification	('A', 'Dorpskern', 'vrijstaand', '1990-2004', '>150')	The most complete features stratification existing in our database
mean_sales_duration	118.0	The mean value of the sales duration, on number of days, of the houses belonging to the same stratification.
median_sales_duration	118.0	The median value of sales duration, on number of days, of the houses belonging to the same stratification.
mean_diff_price	-12375.0	The mean value of the difference between transaction price and asking price, of the houses belonging to the same stratification.
median_diff_price	-17250.0	The median value of the difference between transaction price and asking price, of the houses belonging to the same stratification.

### Delta The delta between the current insights and the target insights.

Feature	Example	Explanation
mean_sales_duration	6.0	How much the mean sales duration, in days, would change if the energy label of the house went from the current energy label to the desired (target) energy label.
median_sales_duration	26.0	How much the median sales duration, in days, would change if the energy label of the house went from the current energy label to the desired (target) energy label.
mean_diff_price	41108.0	How much the mean difference of the (transcaction price - asking price) would change if the energy label of the house went from the current energy label to the desired (target) energy label.
median_diff_price	59250.0	How much the median difference of the (transcaction price - asking price) would change if the energy label of the house went from the current energy label to the desired (target) energy label.
mean_diff_price_percentage	143.1	The percentage (%) of change of the mean difference of the (transcaction price - asking price) if the energy label of the house goes from the current energy label to the desired (target).
median_diff_price_percentage	141.1	The percentage (%) of change of the median difference of the (transcaction price - asking price) if the energy label of the house goes from the current energy label to the desired (target).
ecovalue	12872	The increase or decrease of the transaction price, if the energy label of the house, goes from the current energy label to the desired (target).

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