Table 2. The most important 20 feature lines evaluated by IW-PCA.
Feature number index |
Line
Wavelength (/nm) |
Corresponding element | Normalized importance weight | Feature number index |
Line
Wavelength (/nm) |
Corresponding element | Normalized importance weight |
---|---|---|---|---|---|---|---|
1 | 279.5 | Ca | 0.022 | 11 | 656.3 | H | 0.159 |
2 | 279.8 | Ca | 0.015 | 12 | 744.6 | N | 0.006 |
3 | 393.4 | Ca | 0.246 | 13 | 746.6 | N | 0.021 |
4 | 396.8 | Ca | 0.162 | 14 | 766.5 | K | 1.000 |
5 | 422.7 | Ca | 0.033 | 15 | 769.9 | K | 0.647 |
6 | 430.3 | Ca | 0.005 | 16 | 777.4 | O | 0.135 |
7 | 445.5 | Ca | 0.005 | 17 | 818.5 | N | 0.015 |
8 | 517.7 | Fe | 0.004 | 18 | 821.6 | N | 0.017 |
9 | 589.0 | Na | 0.945 | 19 | 844.6 | O | 0.006 |
10 | 589.6 | Na | 0.599 | 20 | 854.5 | H | 0.006 |