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DataFunSummit
DataFunSummit
Jun 5, 2024 · Fundamentals

User Portrait Tagging: Construction, Feature Processing, and Evaluation

This article provides a comprehensive guide on building user portrait tags—from basic attribute tags to business and strategy tags—detailing data collection methods, feature engineering techniques such as cleaning, time decay, and smoothing, and evaluation metrics for cohesion and stability, aimed at data product managers and analysts.

Feature Engineeringdata scienceevaluation metrics
0 likes · 12 min read
User Portrait Tagging: Construction, Feature Processing, and Evaluation
DataFunTalk
DataFunTalk
Feb 5, 2024 · Fundamentals

User Portrait Tagging: Construction, Feature Processing, and Evaluation

This article explains how to build user portrait tags—from basic attribute tags to business and strategy tags—covers methods for data collection, anomaly handling, time decay, smoothing, and evaluates tag quality using cohesion, stability, and AUC-related metrics to support data‑driven product decisions.

Feature Engineeringdata scienceevaluation metrics
0 likes · 12 min read
User Portrait Tagging: Construction, Feature Processing, and Evaluation