The Proteome Analyst Suite of Automated Function Prediction Tools

Brett Poulin, Duane Szafron, Paul Lu, Russell Greiner, David Wishart, Roman Eisner, Alona Fyshe, Brandon Pearcy, Luca Pireddu

Proteome Analyst (PA) is a publicly available, high-throughput, web-based system for automatically predicting the function and properties of proteins. Biologists can use PA to predict, for example, the Gene Ontology (GO) molecular function and subcellular localization of a protein based on sequence information. Using sequence analysis tools and machine learning, PA gives high accuracy and broad coverage for both molecular function and subcellular localization predictions.

Subjects: 12. Machine Learning and Discovery