Variable description ----------------------------------------------------------------------------------- CRIM crime rate ZN proportion of residential land zoned for lots over 25,000 sq. ft INDUS proportion of non-retail business acres CHAS Charles River dummy variable (=1 if tract bounds river; 0 otherwise) NOX nitric oxides concentration, pphm RM average number of rooms per dwelling AGE proportion of owner-occupied units built prior to 1940 DIS weighted distances to five Boston employment centers RAD index of accessibility to radial highways TAX full-value property tax rate per $10,000 PTRATIO pupil teacher ratio B 1000*(Bk-0.63)^2 where Bk is the proportion of blacks LSTAT percent lower status population MEDV median value of owner occupied homes in $1000's ---------------------------------------------------------------------------------- MEDV is the response, all others are predictors.