highly significantp < 1.18e−22
Friedman tests consistently ranked FW-CAGIN first (mean rank = 1.0 across all features and datasets; Appendix B , Table B6), with highly significant differences (χ 2 = 73.73–105.21, p < 1.18e−22; Appendix B , Tabke B4).