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This project aims to create a classifier that can predict whether or not a candidate will change their job by using historical data on candidate demographics and details about their education and experience using different classification machine learning models.

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Siddharth1989/JobChangePrediction

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JobChangePrediction

This project aims to create a classifier that can predict whether or not a candidate will change their job by using historical data on candidate demographics and details about their education and experience using different classification machine learning models. Here are some preliminary instructions:

  1. The Final pipeline is our novel solution to implement the requirements of this project. The other code files showcase our work leading up to the final pipeline (Coming Soon).
  2. Please refer to the README.PDF for a stepwise guide to implement the final pipeline.
  3. Kaggle Competition Link: https://www.kaggle.com/competitions/fit5149-assessment-2-s2-2022/overview
  4. Kaggle Team Name: Group 11
  5. Please follow the guidelines listed as a part of the GNU General Pub License 3.0 for sharing this code.

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This project aims to create a classifier that can predict whether or not a candidate will change their job by using historical data on candidate demographics and details about their education and experience using different classification machine learning models.

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