Supervised learning and model analysis with compositional data.

Supervised learning, such as regression and classification, is an essential tool for analyzing modern high-throughput sequencing data, for example in microbiome Makeup Bag research.However, due to the compositionality and sparsity, existing techniques are often inadequate.Either they rely on extensions of the linear log-contrast model (which adjust

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Assessing vulnerability and framing adaptive options of two Mediterranean wine growing regions facing climate change: Roussillon (France) and McLaren Vale (Australia)

An increase in temperatures and a decrease in precipitations could be prejudicial to maintaining a premium wine production in regions with a Mediterranean climate.The present article offers to assess recent and future exposure to such changes in two Mediterranean wine Boning Knives producing regions: Roussillon (France) and McLaren Vale (Australia)

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Performance improvement of solar distiller using hang wick, reflectors and phase change materials enriched with nano-additives

The role of using nano-based thermal storage material filled into trapezoidal hang wick in a pyramid solar distiller is under study.The study underwent three stages of examination; after the material preparation.First, the pyramid distiller had a trapezoidal hang wick with pure phase change material (PCM) inside the cavity of the hang Home Decor ac

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