Table 1 A breakdown of the first 32 Principal Components for the 459 Dimension Gait Data Sample.
From: Measuring Abnormality in High Dimensional Spaces with Applications in Biomechanical Gait Analysis
Component Number | Eigenvalue | % Variance Explained | Cumulative % |
---|---|---|---|
1 | 129.96 | 0.2831 | 0.2831 |
2 | 67.59 | 0.1473 | 0.4304 |
3 | 52.57 | 0.1145 | 0.5449 |
4 | 36.59 | 0.0797 | 0.6246 |
5 | 34.56 | 0.0753 | 0.6999 |
6 | 30.43 | 0.0663 | 0.7662 |
7 | 23.10 | 0.0503 | 0.8165 |
8 | 15.77 | 0.0343 | 0.8509 |
9 | 12.05 | 0.0262 | 0.8771 |
10 | 9.35 | 0.0204 | 0.8975 |
11 | 7.50 | 0.0163 | 0.9139 |
12 | 6.88 | 0.0150 | 0.9288 |
13 | 4.87 | 0.0106 | 0.9394 |
14 | 4.43 | 0.0097 | 0.9491 |
15 | 4.14 | 0.0090 | 0.9581 |
16 | 3.39 | 0.0074 | 0.9655 |
17 | 2.47 | 0.0054 | 0.9709 |
18 | 2.40 | 0.0052 | 0.9761 |
19 | 2.05 | 0.0045 | 0.9806 |
20 | 1.47 | 0.0032 | 0.9838 |
21 | 1.46 | 0.0032 | 0.9870 |
22 | 1.32 | 0.0029 | 0.9899 |
23 | 0.89 | 0.0019 | 0.9918 |
24 | 0.89 | 0.0019 | 0.9937 |
25 | 0.72 | 0.0016 | 0.9953 |
26 | 0.61 | 0.0013 | 0.9966 |
27 | 0.42 | 0.0009 | 0.9976 |
28 | 0.37 | 0.0008 | 0.9984 |
29 | 0.33 | 0.0007 | 0.9991 |
30 | 0.25 | 0.0006 | 0.9996 |
31 | 0.16 | 0.0004 | 1.0000 |
32 | 0.00 | 0.0000 | 1.0000 |