α = π/2 | α = π/3 | α = π/4 | α = π/6 | α = 0 | |
---|---|---|---|---|---|
dist = 1 | |||||
PLS+DA | 0.69(0.05)//2 | 0.69(0.06)//2 | 0.64(0.06)//2 | 0.60(0.06)//2 | 0.59(0.05)//1 |
PCA+DA | 0.69(0.04)//3 | 0.70(0.05)//2 | 0.66(0.06)//3 | 0.60(0.05)//3 | 0.58(0.06)//1 |
BGA | 0.63(0.05) | 0.61(0.06) | 0.55(0.06) | 0.57(0.05) | 0.58(0.05) |
dist = 3 | |||||
PLS+DA | 0.93(0.04)//2 | 0.91(0.03)//2 | 0.86(0.03)//2 | 0.71(0.03)//2 | 0.69(0.06)//1 |
PCA+DA | 0.94(0.04)//2 | 0.91(0.03)//2 | 0.85(0.04)//3 | 0.71(0.04)//3 | 0.69(0.05)//2 |
BGA | 0.90(0.04) | 0.79(0.03) | 0.73(0.03) | 0.70(0.03) | 0.67(0.06) |
dist = 5 | |||||
PLS+DA | 0.98(0.04)//2 | 0.97(0.01)//2 | 0.97(0.02)//2 | 0.84(0.03)//2 | 0.79(0.04)//1 |
PCA+DA | 0.99(0.01)//3 | 0.98(0.01)//2 | 0.97(0.02)//2 | 0.83(0.03)//2 | 0.79(0.04)//2 |
BGA | 0.91(0.04) | 0.91(0.01) | 0.86(0.03) | 0.82(0.03) | 0.79(0.04) |