Preprint Open access
Complementary Feature Domains: Information Preservation Does Not Imply Predictive-Contribution Preservation
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 transfor …