Complementary Feature Domains: Information Preservation Does Not Imply Predictive-Contribution Preservation

Excerpt

arXiv:2610.07565v1 Announce Type: new Abstract: Complementary Feature Domains (CFD) theory characterizes predictive value as a context-indexed contribution system induced jointly by representations and their realization family. We show that Shannon-information preservation does not imply preservation of this contribution system: an invertible representation transformation can leave target information unchanged while altering predictive contribution under a restricted decision family. We formaliz