no code implementations • 26 Apr 2021 • Robert Zhang, Rachael Stolzenberg-Solomon, Shannon M. Lynch, Ryan J. Urbanowicz
Machine learning (ML) research has yielded powerful tools for training accurate prediction models despite complex multivariate associations (e. g. interactions and heterogeneity).
2 code implementations • 28 Aug 2020 • Ryan J. Urbanowicz, Pranshu Suri, Yuhan Cui, Jason H. Moore, Karen Ruth, Rachael Stolzenberg-Solomon, Shannon M. Lynch
Machine learning (ML) offers a collection of powerful approaches for detecting and modeling associations, often applied to data having a large number of features and/or complex associations.