Adult Census Income

This data was extracted from the 1994 Census bureau database by Ronny Kohavi and Barry Becker (Data Mining and Visualization, Silicon Graphics). A set of reasonably clean records was extracted using the following conditions: ((AAGE>16) && (AGI>100) && (AFNLWGT>1) && (HRSWK>0)). The prediction task is to determine whether a person makes over $50K a year.

搜集汇总

背景与挑战

背景概述

该数据集源自1994年美国人口普查局数据库，由Ronny Kohavi和Barry Becker提取，并基于年龄、收入、权重和工作时长等条件进行了清洗。其核心预测任务是判断个人年收入是否超过5万美元。