Table 3.
SPC | Percent Explained Variance |
---|---|
X1a | 53.84% |
X2 a | 9.43% |
X3 a | 9.19% |
X4 | 5.31% |
X5 | 3.14% |
X6 a | 2.27% |
X7 a | 2.04% |
X8 | 1.67% |
X9 a | 1.24% |
X10 | 0.93% |
Explained variances for the sparse principal components. The 10 SPCs account for 89.05% of the original data’s variance. a denotes SPCs chosen for further analysis based on variable importance (see Fig. 4)