Search Results for author: Austin D. Swafford

Found 1 papers, 0 papers with code

Utilizing stability criteria in choosing feature selection methods yields reproducible results in microbiome data

no code implementations30 Nov 2020 Lingjing Jiang, Niina Haiminen, Anna-Paola Carrieri, Shi Huang, Yoshiki Vazquez-Baeza, Laxmi Parida, Ho-Cheol Kim, Austin D. Swafford, Rob Knight, Loki Natarajan

In our paper, we compare the performance of popular model prediction metric MSE and proposed reproducibility criterion Stability in evaluating four widely used feature selection methods in both simulations and experimental microbiome applications.

feature selection

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