iBART
type: Item
instance of: R package
description: A statistical method based on Bayesian Additive Regression Trees with Global Standard Error Permutation Test (BART-G.SE) for descriptor selection and symbolic regression. It finds the symbolic formula of the regression function y=f(x) as described in Ye, Senftle, and Li (2023) <arXiv:2110.10195>.
last update: 2023-11-14T00:00:00Z
software version identifier: 1.0.0
author: Shengbin Ye
author: Meng Li
maintained by: Shengbin Ye
copyright license: GNU General Public License
imports: bartMachine
imports: glmnet
imports: foreach
imports: stats
cites work: Operator-induced structural variable selection for identifying materials genes
CRAN project: iBART
programmed in: R
depends on software: R
MaRDI profile type: Software
description: Iterative Bayesian Additive Regression Trees Descriptor Selection Method