Fake Job Posting Detection (SVM)
This repository hosts a trained SVM model for detecting fraudulent job postings.
Model
- TF-IDF Vectorizer
- Linear SVM (class_weight='balanced')
Labels
- 0 → Real Job
- 1 → Fake Job
Note
Model was trained in Google Colab.
Steps to test the model
- download app.py,tfidf.pkl,svm_model.pkl from files and version option
- save on the files in single folder loacally
- set up the enviroment in command prompt for the given folder where the files are stored
- run the command: pip install streamlit scikit-learn joblib
- then execute: streamlit run app.py
- local host will get directed to a webpage to test the model
