Article
Multi-Attribute Subset Selection enables prediction of representative phenotypes across microbial populations.
Communications biology - 3 Apr 2024
Herbst Konrad, Wang Taiyao, Forchielli Elena J, Thommes Meghan, Paschalidis Ioannis Ch, Segrè Daniel
Abstract excerpt
The interpretation of complex biological datasets requires the identification of representative variables that describe the data without critical information loss. This is particularly important in the analysis of large phenotypic datasets (phenomics). Here we introduce Multi-Attribute Subset Selection (MASS), an algorithm which separates a matrix of phenotypes (e.g., yield across microbial species and...
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