Functional Inconsistency Index (FII) surrogate-evaluation workflow: code and synthetic demonstration dataset
This software implements a controlled, post-hoc workflow for evaluating both the predictive accuracy and the functional behaviour of two-input machine-learning surrogate models. It starts from a normalised analytical table and provides strict input validation, deterministic model fitting, held-out and reconstruction me...