Fake Job Posting Prediction from https://www.kaggle.com/shivamb/real-or-fake-fake-jobposting-prediction
To train a classification machine learning that can distinguish whether a job posting is fraudulent.
Random forest model gives the best result in terms of accuracy and F1-score.
Accuracy on test set: ~ 0.98
F1-score on test set: ~ 0.85
It can be deployed on job searching platforms to tag and filter out fake job postings.