Table 3.
Averaged %FIT for ΔHbO and ΔHbR over all channels using KRLS with the polynomial kernel after training and testing.
| Sub. | %FIT | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| q = 1 (0.1 s) | q = 5(0.54 s) | q = 10 (1.08 s) | q = 15 (1.63 s) | q = 20 (2.17 s) | ||||||
| ΔHbO | ΔHbR | ΔHbO | ΔHbR | ΔHbO | ΔHbR | ΔHbO | ΔHbR | ΔHbO | ΔHbR | |
| 1 | 93.5 ± 2.4 |
92.6 ± 2.4 |
91.6 ± 3.4 |
90.6 ± 2.6 |
89.1 ± 5.1 |
88.1 ± 3.2 |
86.5 ± 6.6 |
85.7 ± 3.8 |
84.1 ± 7.9 |
83.6 ± 4.3 |
| 2 | 94.3 ± 0.9 |
87.5 ± 14.1 |
91.7 ± 2.1 |
84.7 ± 13.7 |
88.4 ± 4.0 |
81.0 ± 13.4 |
85.2 ± 5.7 |
77.5 ± 13.4 |
82.4 ± 7.4 |
74.4 ± 13.7 |
| 3 | 94.0 ± 1.2 |
83.1 ± 19.7 |
91.4 ± 1.9 |
80.4 ± 19.7 |
88.1 ± 3.2 |
77.1 ± 20.0 |
84.8 ± 4.6 |
73.8 ± 20.4 |
81.9 ± 5.8 |
71.1 ± 21.0 |
| 4 | 94.5 ± 1.1 |
89.5 ± 7.3 |
92.6 ± 1.5 |
87.6 ± 7.3 |
89.9 ± 2.7 |
85.1 ± 7.4 |
87.3 ± 4.0 |
82.5 ± 7.7 |
84.8 ± 5.2 |
80.3 ± 8.1 |
| 5 | 94.2 ± 1.8 |
90.5 ± 8.0 |
91.9 ± 2.2 |
87.8 ± 7.6 |
89.1 ± 2.3 |
84.2 ± 7.3 |
85.7 ± 4.5 |
80.8 ± 7.2 |
83.1 ± 4.9 |
78.0 ± 7.3 |
| 6 | 94.7 ± 0.8 |
91.8 ± 4.9 |
93.3 ± 1.5 |
89.7 ± 5.2 |
91.2 ± 2.5 |
87.1 ± 5.8 |
89.0 ± 3.7 |
84.4 ± 6.6 |
86.7 ± 4.8 |
82.1 ± 7.5 |
| 7 | 95.1 ± 0.9 |
94.1 ± 2.9 |
93.1 ± 1.4 |
92.2 ± 2.8 |
90.6 ± 2.4 |
89.9 ± 3.1 |
88.2 ± 3.5 |
87.6 ± 3.4 |
86.0 ± 4.5 |
85.5 ± 3.9 |
| 8 | 94.5 ± 0.9 |
91.2 ± 4.3 |
92.1 ± 1.6 |
88.9 ± 4.5 |
89.3 ± 2.5 |
86.0 ± 4.9 |
86.9 ± 3.4 |
83.2 ± 5.5 |
84.8 ± 4.2 |
80.8 ± 6.1 |
| 9 | 94.1 ± 0.9 |
93.6 ± 0.8 |
92.2 ± 1.5 |
91.5 ± 1.3 |
89.5 ± 2.4 |
88.5 ± 2.9 |
86.9 ± 3.4 |
85.5 ± 3.6 |
84.6 ± 4.3 |
82.8 ± 4.7 |
| 10 | 95.3 ± 0.9 |
93.8 ± 2.4 |
93.6 ± 1.4 |
91.2 ± 2.2 |
91.4 ± 2.4 |
88.1 ± 2.8 |
89.4 ± 3.4 |
85.2 ± 3.8 |
87.4 ± 4.8 |
82.6 ± 4.9 |
| 11 | 94.4 ± 0.8 |
93.3 ± 1.6 |
92.8 ± 1.4 |
91.3 ± 1.8 |
90.6 ± 2.3 |
88.7 ± 2.5 |
88.4 ± 3.1 |
86.1 ± 3.4 |
86.4 ± 3.8 |
83.8 ± 4.3 |
| Mean ± SD |
94.4 ± 1.1 |
91.0 ± 6.2 |
92.4 ± 1.8 |
88.7 ± 6.2 |
89.7 ± 2.9 |
85.8 ± 6.7 |
87.1 ± 4.2 |
82.9 ± 7.2 |
84.7 ± 5.2 |
80.5 ± 7.8 |