Accordingly, an ensemble of fuzzy MFs were benchmarked on the test dataset, including use of (A) triangular, (B) trapezoidal, (C) D-sigmoidal (D-sig) and (D) Pi membership functions; selected in line with research within the fuzzy logic-based gait assessment domain [37], [38]: