The Adult dataset was used in Ron Kohavi 2011 paper, Scaling Up the Accuracy of Naive-Bayes Classi ers: a Decision-Tree Hybrid.
Predict whether income exceeds $50K/yr based on census data. Also known as “Census Income” dataset. Extraction was done by Barry Becker from the 1994 Census database. Prediction task is to determine whether a person makes over 50K a year.
The columns in this dataset are:
Sample adult data
Summary of numerical fields
Examples number of each incomes
True means have missing value else False.
Model Output generated.