In engineering and data science, developing a "feature" means creating a mathematical indicator (condition indicator) that distinguishes between a healthy system and a faulty one.
Developing a feature for a diagnostician often refers to two distinct professional contexts: or healthcare diagnostics (medical) . 1. Engineering: MATLAB Diagnostic Feature Designer diagnostician