Table 4.
Prediction results on the test set as compared with several other methods. Note: PC10 indicates that 10 FPC scores are used. PLD20 indicates the number of PLS directions used is 20. AIC7: 7 FPC scores are used based on the regression AIC criterion.
CSE-FAM |
FAM |
MARS | PLS | FLM | ||||
---|---|---|---|---|---|---|---|---|
s = 10 | s = 20 | PC5 | PC10 | PC20 | PC20 | PLD20 | AIC7 | |
PE | 2.22 | 0.72 | 3.98 | 2.13 | 0.84 | 0.77 | 1.02 | 1.50 |
0.82 | 0.94 | 0.68 | 0.83 | 0.93 | 0.93 | 0.92 | 0.88 |