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This application uses machine learning, specifically random forest classification, to predict whether a potential candidate will be hired or not based on the following candidate data:

  • Gender,
  • Cumulative GPA of Bachelor's Degree,
  • Work Experience,
  • Test Score,
  • Cumulative GPA of Master's Degree

Before running this application, run the command "npm install".

Then to run this application, navigate to ML-hiring-predictor/API and open a second terminal. In the first terminal, run the command "python main.py", and in the second terminal, run the command "npm start".

Then enter in the candidate data and press submit to receive a prediction on whether the candidate will be hired or not.

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