https://in.mathworks.com/help/ident/ref/idtreepartition.html
idTreePartition - Tree-partitioned nonlinear function for nonlinear ARX models - MATLAB
An idTreePartition object implements a tree-partitioned nonlinear function, and is a nonlinear mapping function for estimating nonlinear ARX models.
treepartitionednonlinearfunctionarx