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Factorization Machines for Click Through Rate (CTR) Prediction

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Machine-Learning

Machine Learning course at CE@SUT

Final Project:

Click-through rate (CTR) Prediction

Classical Methods:

  • SVM
  • Logistic Regression
  • XGBoost
  • Random Forest

Professional Methods:

  • Factorization Machines (FM)
  • Field Weighted Factorization Machines (FwFMs)

Achieved better results than classical methods.

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