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Family Tree Data

Pre-Processing and Blocking

Supervised Machine Learning Algorithms

XGBoost

Unsupervised Methods

ABE, Dyad Matching

Hand Check of Random Sample

Predictions

Additional Methods Household Matching, Family Search Hints, Implied Links

Census Tree Data

Informs