Table 5. Global complexity metrics of 3D knee kinematics according the gender.
Complexity measures | Men group | Women group |
---|---|---|
Fraction of points on the class boundary (N1) | 0.42 | 0.55 |
Ratio of average intra/inter class nearest neighbor distance (N2) | 0.87 | 0.93 |
Error rate of a nearest neighbor distance (N3) | 0.24 | 0.42 |
Non-linearity of 1-nearest neighbor classifier (N4) | 0.06 | 0.20 |
Fraction of maximum covering spheres (T1) | 1 | 1 |
Average number of points per dimension (T2) | 0.47 | 0.68 |