💡[Feature]: Fake Job Description Prediction

[bristiHalder]

Is there an existing issue for this?

• [X] I have searched the existing issues

Feature Description

This feature aims to predict whether job descriptions are fake or real using a machine learning model, specifically a Random Forest classifier.

• Data Preprocessing
• Data Visualization
• Lemmatization
• Applying Random Forest

Use Case

• The EDA and visualization components of the feature will provide valuable insights into the characteristics of fake job descriptions, which can be used for further research and improvements.
• The use of a Random Forest classifier ensures that the model can handle large datasets and maintain high performance, making it scalable

Benefits

No response

Add ScreenShots

No response

Priority

High

Record

• [X] I have read the Contributing Guidelines
• [X] I'm a GSSOC'24 contributor
• [X] I want to work on this issue

[github-actions[bot]]

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[github-actions[bot]]

Hello @bristiHalder! Your issue #479 has been closed. Thank you for your contribution!