five

Cross-validated evaluation using centered log-ratio data.

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NIAID Data Ecosystem2026-03-12 收录
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https://figshare.com/articles/dataset/Cross-validated_evaluation_using_centered_log-ratio_data_/14607022
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Benchmarking results using MiMeNet, Random Forest (RF), Multivariate Elastic Net, and Canonical correlation analysis (CCA) of the three datasets using 10 iterations of 10-fold cross-validation. Mean and standard deviation values for Spearman correlation coefficient (SCC), Pearson correlation coefficient (PCC), and mean absolute error (MAE) are shown. All data were transformed using centered log-ratio exception for IBD microbial input, which was obtained in relative abundance. (XLSX)
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2021-05-17
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