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resume_screening

In this project we take a resumes and predict, classify with the help of machine learning and see to which type of job resume belongs to.

  • I used some NLP techniques for data preprocessing
  • I used OnevsRestclassifier with knn classifer for predicting the category

onevsRest classifier is a classifer, when we predict multiple categories it treat 1st catergory as only one and rest as one catergory and like that it predicts the output

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