DataFunSummit

May 10, 2022 · Artificial Intelligence

A Practical Survey of Common CTR Prediction Models

This article reviews several widely used click‑through‑rate (CTR) prediction models—including Logistic Regression, XGBoost, Factorization Machines, Wide & Deep, DeepFM, DCN, xDeepFM, and AFM—providing their principles, advantages, disadvantages, and links to TensorFlow implementations for quick reuse and deeper understanding.