johnny161 / income_forecasting

Income_Forecasting

Dataset and Task Introduction

• TASK: Binary Classification

  Dtermine whether a person makes over 50K a year

• Dataset: ADULT dataset

  The Us Adult income dataset was extracted by Barry Becker from the 1994 US Census Database. The data set consists of anonymous information such as occupation, age, native country, race, capital gain, capital loss, education, work class and more. Each row is labelled as either having a salary greater than ">50K" or "<=50K".

  This Data set is split into two CSV files, named adult-training.txt and adult-test.txt.

Summary

• Model: LGBM
• Auc: 0.9286
• Acc: 0.8775

Reference

• Kaggle: US Adult Income