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Utilizing stability criteria in choosing feature selection methods yields reproducible results in microbiome data
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.
Modern alleles in archaic human Y chromosomes support origin of modern human paternal lineages in Asia rather than Africa
Coevolution of admixed autosomes and uniparental DNAs is expected to cause some of the sites in modern uniparental DNAs to revert back to archaic alleles, while the opposite process would occur (from archaic to modern) in some of the sites in archaic uniparental DNAs.
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