Ancestry.com Dna, LLC

Jialiang Gu

Shiya Song

Julie M Granka

Ahna R Girshick

Natalie Telis

Asher Keith Haug Baltzell

Genevieve Heather Linnea Roberts

Shannon Ries McCurdy

Disclosed are techniques for predicting a trait of an individual and identifying a set of enriched record collections of a genetic community. To predict a trait of an individual, DNA features and non-DNA features of the individual are accessed to generate a feature vector that is inputted into a machine learning model. The machine learning model generates a prediction of the trait. The prediction may be based on an inheritance prediction and/or a community prediction. To identify a set of enriched record collections, individuals belonging to a genetic community are identified and a set of candidate record collections are accessed. A community count and a background count is determined for each candidate record collection. The set of enriched record collections are identified based on a comparison of the community count and the background count. The genetic community may be annotated using the set of enriched record collections.

Estimation of phenotypes using DNA, pedigree, and historical data

Growing community of inventors

Berkeley, CA, United States of America

Jialiang Gu