This project is designed to investigate the factors that can predict whether or not a person will work for a certain tech company, through a model that uses the current credentials/demographics/experience of a person to predict the probability that this person is a candidate who is looking for a new job or who would be willing to work for the company.
Install the libraries listed in requirements.txt
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- Tweeking model hyperparameters to improve ensemble model performance.
- Improve model interpretability using SHAP values and Partial dependence plots.