Unifying local and global model explanations by functional decomposition of low dimensional structures

Munir Hiabu, Joseph T. Meyer, Marvin N. Wright

We consider a global representation of a regression or classification function by decomposing it into the sum of main and interaction components of arbitrary order. We propose a ne…