Feature selection for explaining yellowfin tuna catch per unit effort using least absolute shrinkage and selection operator regression

L Yang, W Zhou - Fishes, 2024 - mdpi.com
To accurately identify the key features influencing the fisheries distribution of Pacific
yellowfin tuna, this study analyzed data from 43 longline fishing vessels operated from 2008 …

XBART: A Scalable Stochastic Algorithm for Supervised Machine Learning with Additive Tree Ensembles

J He - 2020 - search.proquest.com
This dissertation develops a novel stochastic tree ensemble method for nonlinear
regression, which I refer to as XBART, short for Accelerated Bayesian Additive Regression …