Mixed effect gradient boosting for high-dimensional longitudinal data - Olaniran, Oyebayo Ridwan; Olaniran, Saidat Fehintola; Allohibi, Jeza; Alharbi, Abdulmajeed Atiah; Alharbi, Nada MohammedSaeed (Scientific reports, 2025)
Keywords: 639/705/531; 639/705/794; Accuracy; Algorithms; Biomarkers; Biomedical research; Boosting Machine Learning Algorithms; Computer Simulation; Data analysis; Datasets; Decision trees; Efficiency; Feature selection; Female; Fetuses; Flexibility; Genomics; Gradient Boosting; High-dimensional Data; Humanities and Social Sciences; Humans; Longitudinal Data; Longitudinal Studies; Machine learning; Mixed Effect Model; multidisciplinary; Placenta - metabolism; Pregnancy; Proteomics; RNA - metabolism; Science; Science (multidisciplinary); Sparsity; Trends; High-dimensional Data; Gradient Boosting; Longitudinal Data; Mixed Effect Model