997 B
997 B
Housing Prediction
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Data used from Dictionary
| Feature Name | Data Type | Description |
|---|---|---|
| gr_liv_area | int | Total sq_ft of above grade(ground) living space |
| age | int | Calculated age of house at time of sale |
| lot_area | int | Size of house lot in sq_ft |
| overall_qual | int | Range from 1-10 rating of overall material and finish of house. 1 being very poor and 10 very excellent |
| fireplaces | int | number of fireplaces in the house |
| full_bath | int | number of full bathrooms in the house |
| half_bath | int | number of half batherooms in the house |
| neighborhood | dummy encoded | Neighborhood the house exists in |
| central_air | true/false | if the house has central air or not |
| ms_zoning | dummy encoded | zoning of property lot |
| street | dummy encoded | if the house is on a paved or dirt road |
| land_contour | dummy encoded | if the property is considered flat or banked |
| lot_config | dummy encoded | inside, corner, cul-de-sac, etc. type lot |