Table 7. Discriminant function roots.
Standardized canonical discriminant function coefficients showing the relative importance of the first five PCA factor scores in the composition of the discriminant functions (significant values are highlighted in bold). Two discriminant roots were generated, placing all individuals into their respective populations, resulting in 100% classification.
| Root 1 | Root 2 | |
|---|---|---|
| PCA_Factor1 | 2.32 | 0.23 |
| PCA_Factor2 | −1.31 | 0.61 |
| PCA_Factor3 | −1.63 | −0.79 |
| PCA_Factor4 | −0.93 | 0.46 |
| PCA_Factor5 | 0.78 | 0.96 |
| Eigenvalue | 24.66 | 2.20 |
| Variance (%) | 91.80 | 8.20 |
| Cumulative (%) of variance | 91.80 | 100 |