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Tencent Advertising Technology
Tencent Advertising Technology
Apr 26, 2019 · Big Data

Handling Large-Scale Data in the Tencent Advertising Algorithm Competition: Model Choices, Data Splitting, and Feature Engineering

The article shares practical strategies for processing massive advertising data in the Tencent algorithm competition, covering model selection between GBDT and neural networks, efficient data partitioning methods for low‑resource environments, and the importance of feature engineering to achieve top rankings.

GBDTTencent Adsbig data
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Handling Large-Scale Data in the Tencent Advertising Algorithm Competition: Model Choices, Data Splitting, and Feature Engineering