Research Article
Housing Price Prediction Based on Multiple Linear Regression
Table 1
Description of each variable.
| Variable | Description |
| Lstat | The proportion of lower-income groups in the region | Indus | Percentage of nonretail business in the region | Nox | Nitric oxide concentration (per 10 million) | tax | Full property tax rate per 10,000 US dollars | crim | The average crime rate in the town | ptratio | The student-teacher ratio in the town | age | The proportion of the self-built property before 1940 | rad | Radial accessibility index to highway | chas | Charles River (a dummy variable) | zn | The proportion of property land area larger than 25,000 square feet | dis | The weighted average distance from the property to 5 employment centers in Boston | rm | The average number of rooms per house |
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