iBART

CRANiBARTMaRDI QIDQ5980058

Iterative Bayesian Additive Regression Trees Descriptor Selection Method

Meng Li, Shengbin Ye

Last update: 14 November 2023

Copyright license: GNU General Public License

Software version identifier: 1.0.0

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>.

Cites work

• Operator-induced structural variable selection for identifying materials genes

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