Table 1.
Performance comparison for the Chemometrics data.
OLS | CW-gcv | PLS | RR | MVR | RRR | |
---|---|---|---|---|---|---|
Y1 | 0.49 | 0.49 | 0.68 | 0.44 | 0.15 | 0.15 |
Y2 | 1.12 | 0.74 | 0.90 | 0.46 | 0.22 | 0.22 |
Y3 | 0.53 | 0.49 | 0.45 | 0.65 | 0.39 | 0.39 |
Y4 | 0.24 | 0.18 | 0.18 | 0.14 | 0.26 | 0.24 |
Y5 | 0.30 | 0.22 | 0.26 | 0.18 | 0.28 | 0.27 |
Y6 | 0.28 | 0.21 | 0.21 | 0.16 | 0.28 | 0.27 |
Avg. | 0.50 | 0.39 | 0.45 | 0.34 | 0.27 | 0.26 |