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AI Features

Ad Click Prediction Model

Explore how to design ad click prediction models with effective feature engineering, training data strategies, and model evaluation methods. Understand how to handle imbalanced data, select features like advertiser IDs and user behavior, and enhance model accuracy using deep learning techniques. By the end, you will grasp how to balance training time with performance and apply evaluation strategies to improve prediction quality.

3. Model

Feature engineering

Features Feature engineering Description
AdvertiserID Use Embedding or feature hashing It’s
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