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income-predictor

Machine learning income predictor using TensorFlow. The application is designed to provide a prediction on the income scale for a person given the following information.

  • Age
  • Work class
  • Education
  • Number of years in education
  • Martial status
  • Job title
  • Native country

Predicted Pay Scales (USD)

  • <= 10,000
  • <= 20,000
  • <= 30,000
  • <= 40,000
  • <= 50,000
  • > 50,000

Dataset Used

UCI Machine Learning Repository

Census Income Data Set

https://archive.ics.uci.edu/ml/datasets/Census+Income

**Note only the above mentioned data columns have been used from this data set to avoid using sensitive information like gender and race as measurements of wealth.

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Machine learning income predictor using TensorFlow

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