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Author: sarwansingh

ClassExamples/data/Boston Housing/ColumnDetails.txt

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+Dataset Naming
+The name for this dataset is simply boston. It has two prototasks: nox, in which the nitrous oxide level is to be predicted; and price, in which the median value of a home is to be predicted
+
+Miscellaneous Details
+-Origin -The origin of the boston housing data is Natural.
+-Usage -This dataset may be used for Assessment.
+-Number of Cases- The dataset contains a total of 506 cases.
+ 
+-Variables
+There are 14 attributes in each case of the dataset. They are:
+CRIM - per capita crime rate by town
+ZN - proportion of residential land zoned for lots over 25,000 sq.ft.
+INDUS - proportion of non-retail business acres per town.
+CHAS - Charles River dummy variable (1 if tract bounds river; 0 otherwise)
+NOX - nitric oxides concentration (parts per 10 million)
+RM - average number of rooms per dwelling
+AGE - proportion of owner-occupied units built prior to 1940
+DIS - weighted distances to five Boston employment centres
+RAD - index of accessibility to radial highways
+TAX - full-value property-tax rate per $10,000
+PTRATIO - pupil-teacher ratio by town
+B - 1000(Bk - 0.63)^2 where Bk is the proportion of blacks by town
+LSTAT - % lower status of the population
+MEDV - Median value of owner-occupied homes in $1000's