Table 5.
CVA results using variable number of semi-landmark points used.
Cross-validation assignment rate (%) | |||||
Data acquisition | Data processing | # of points used | # of PC axes | Observed | 95% confidence interval |
Curve tracing | Bending energy | 20 | 18 | 67.4 | 67.4 – 93.5 |
Curve tracing | Bending energy | 30 | 18 | 78.3 | 67.4 – 93.5 |
Curve tracing | Bending energy | 41 | 10 | 84.8 | 73.9 – 95.7 |
Curve tracing | Bending energy | 60 | 10 | 84.8 | 69.6 – 95.7 |
Curve tracing | Bending energy | 82 | 9 | 87.0 | 69.6 – 95.7 |
Curve tracing | Bending energy | 120 | 9 | 87.0 | 67.4 – 95.7 |
Curve tracing | Perpendicular projection | 20 | 18 | 84.8 | 76.1 – 97.8 |
Curve tracing | Perpendicular projection | 30 | 10 | 82.6 | 76.1 – 95.7 |
Curve tracing | Perpendicular projection | 41 | 11 | 84.8 | 71.7 – 95.7 |
Curve tracing | Perpendicular projection | 60 | 13 | 87.0 | 73.9 – 97.8 |
Curve tracing | Perpendicular projection | 82 | 13 | 84.8 | 76.1 – 97.8 |
Curve tracing | Perpendicular projection | 120 | 12 | 84.8 | 76.1 – 95.7 |
Curve tracing | Elliptical Fourier analysis | 41 | 10 | 84.8 | 65.2 – 93.5 |
Curve tracing | Elliptical Fourier analysis | 82 | 12 | 73.9 | 63.0 – 93.5 |
Fan | Bending energy | 41 | 6 | 89.1 | 73.9 – 95.7 |
Fan | Bending energy | 82 | 7 | 89.1 | 76.1 – 95.7 |
Fan | Perpendicular projection | 41 | 9 | 87.0 | 73.9 – 97.8 |
Fan | Perpendicular projection | 82 | 7 | 89.1 | 78.3 – 97.8 |
The rate of correct cross validation assignment based on the canonical variates analysis (CVA) was not highly dependent on the number of points used to represent the curve. The number of principal component (PC) axes used to optimize the cross-validation assignment rate varied with the data acquisition and processing methods and the number of points on the outline.