Table 1 Principal component extraction results (n = 292).
From: Plantar pressure classification and feature extraction based on multiple fusion algorithms
Principal components | Initial eigenvalues | Sums of squared loadings | Rotation sums of squared loadings | ||||||
|---|---|---|---|---|---|---|---|---|---|
Eigenvalues | Variance% | Cumulative % | Eigenvalues | Variance% | Cumulative % | Eigenvalues | Variance% | Cumulative % | |
1 | 5.34 | 26.71 | 26.71 | 5.34 | 26.71 | 26.71 | 3.43 | 17.15 | 17.15 |
2 | 4.22 | 21.10 | 47.80 | 4.22 | 21.10 | 47.80 | 3.24 | 16.19 | 33.33 |
3 | 1.96 | 9.79 | 57.59 | 1.96 | 9.79 | 57.59 | 2.94 | 14.71 | 48.04 |
4 | 1.88 | 9.39 | 66.99 | 1.88 | 9.39 | 66.99 | 2.58 | 12.89 | 60.94 |
5 | 1.53 | 7.64 | 74.63 | 1.53 | 7.64 | 74.63 | 2.22 | 11.12 | 72.06 |
6 | 1.27 | 6.37 | 81.00 | 1.27 | 6.37 | 81.00 | 1.79 | 8.94 | 81.00 |
7 | 0.97 | 4.86 | 85.86 | ||||||
8 | 0.67 | 3.34 | 89.19 | ||||||
9 | 0.61 | 3.07 | 92.26 | ||||||
10 | 0.35 | 1.77 | 94.04 | ||||||
11 | 0.27 | 1.37 | 95.40 | ||||||
12 | 0.23 | 1.16 | 96.56 | ||||||
13 | 0.17 | 0.83 | 97.39 | ||||||
14 | 0.13 | 0.66 | 98.05 | ||||||
15 | 0.11 | 0.54 | 98.59 | ||||||
16 | 0.09 | 0.46 | 99.05 | ||||||
17 | 0.08 | 0.39 | 99.44 | ||||||
18 | 0.07 | 0.37 | 99.80 | ||||||
19 | 0.02 | 0.11 | 99.92 | ||||||
20 | 0.02 | 0.09 | 100.00 | ||||||
