Table 3. PLS‐DA parameters and permutation test for distinguishing between age groups.
PLS‐DA parameters | ||||||
---|---|---|---|---|---|---|
Age (yr) | Group Numbers | Componentsa | Q2 | R2 | Q2/R2 | Ppermutationb |
0.5–1 | 21–23 | 1 | 0.682 | 0.756 | 0.90 | 0.01 |
1–2 | 23–20 | 2 | 0.119 | 0.750 | 0.16 | 0.04 |
2–3 | 20–18 | 3 | 0.086 | 0.803 | 0.11 | 0.24 |
3–4 | 18–23 | 1 | -0.243 | 0.448 | -0.54 | 0.41 |
PLS-DA, partial least squares-discriminant analysis; yr, year; Q2, predictive capability; R2, correlation coefficients.
aThe number of components based on Q2 indicates the best classifier of PLS-DA using a 10-fold cross-validation method.
b100 random permutations were performed.