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Items: 3


Veridical data science.

Yu B, Kumbier K.

Proc Natl Acad Sci U S A. 2020 Feb 13. pii: 201901326. doi: 10.1073/pnas.1901326117. [Epub ahead of print]


Definitions, methods, and applications in interpretable machine learning.

Murdoch WJ, Singh C, Kumbier K, Abbasi-Asl R, Yu B.

Proc Natl Acad Sci U S A. 2019 Oct 29;116(44):22071-22080. doi: 10.1073/pnas.1900654116. Epub 2019 Oct 16.


Iterative random forests to discover predictive and stable high-order interactions.

Basu S, Kumbier K, Brown JB, Yu B.

Proc Natl Acad Sci U S A. 2018 Feb 20;115(8):1943-1948. doi: 10.1073/pnas.1711236115. Epub 2018 Jan 19.

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