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doi:10.1590/1414-431X20176432) Legault, Z., Bagnall, N., & Kimmerly, D

For each of our 10 variable groups (Supplementary Table 5) we optimized xgboost models using fivefold cross-validation and two sequential hyperparameter grids searches with early stopping (972 different parameter combinations for each feature group in total) to predict mean-centered and unit variance-scaled (regularized) TMAO levels in the left-out group using root-mean-square error (RMSE) to evaluate model outcomes

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[DOI] [PubMed] [Google Scholar] 69.Wax B., Kerksick C.M., Jagim A.R., Mayo J.J., Lyons B.C., Kreider R.B