Table 2.
Averaged %FIT for ΔHbO and ΔHbR over all channels using KRLS with the Gaussian 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 | 94.4 ± 0.8 |
93.6 ± 1.2 |
92.7 ± 1.6 |
91.5 ± 1.8 |
90.4 ± 2.7 |
89.0 ± 2.8 |
88.1 ± 3.7 |
86.6 ± 3.5 |
85.9 ± 4.6 |
84.4 ± 4.2 |
| 2 | 94.6 ± 1.0 |
92.2 ± 4.1 |
92.0 ± 2.2 |
89.4 ± 4.2 |
88.7 ± 4.1 |
85.5 ± 4.6 |
85.5 ± 5.9 |
81.9 ± 5.6 |
82.7 ± 7.5 |
78.8 ± 6.7 |
| 3 | 94.3 ± 0.7 |
91.2 ± 4.0 |
91.9 ± 1.7 |
88.4 ± 3.8 |
88.5 ± 3.1 |
84.9 ± 4.1 |
85.3 ± 4.5 |
81.7 ± 4.6 |
82.4 ± 5.7 |
78.9 ± 5.3 |
| 4 | 94.7 ± 1.0 |
92.8 ± 1.8 |
92.9 ± 1.3 |
90.9 ± 2.2 |
90.4 ± 2.7 |
88.3 ± 3.0 |
87.8 ± 4.1 |
85.9 ± 3.8 |
85.4 ± 5.4 |
83.6 ± 4.5 |
| 5 | 94.4 ± 2.1 |
92.9 ± 3.2 |
92.3 ± 2.1 |
90.5 ± 3.1 |
89.5 ± 2.6 |
86.9 ± 3.3 |
86.7 ± 3.6 |
83.6 ± 4.0 |
84.3 ± 4.6 |
80.6 ± 4.6 |
| 6 | 94.8 ± 0.9 |
93.1 ± 2.1 |
93.3 ± 1.6 |
91.1 ± 2.6 |
91.2 ± 2.6 |
88.5 ± 3.3 |
88.9 ± 3.8 |
85.9 ± 4.1 |
86.6 ± 5.0 |
83.6 ± 4.9 |
| 7 | 95.1 ± 0.9 |
94.9 ± 0.8 |
93.2 ± 1.4 |
93.1 ± 1.2 |
90.7 ± 2.5 |
90.8 ± 2.0 |
88.3 ± 4.0 |
88.6 ± 2.7 |
86.1 ± 4.6 |
86.5 ± 3.5 |
| 8 | 94.6 ± 0.9 |
92.2 ± 2.4 |
92.2 ± 1.6 |
89.9 ± 2.8 |
89.5 ± 2.5 |
87.1 ± 3.6 |
87.1 ± 3.4 |
84.0 ± 5.4 |
84.9 ± 4.2 |
82.1 ± 5.0 |
| 9 | 94.3 ± 0.6 |
93.9 ± 0.5 |
92.4 ± 1.4 |
92.0 ± 1.1 |
89.8 ± 2.4 |
89.1 ± 2.2 |
87.3 ± 3.3 |
86.3 ± 3.4 |
85.0 ± 4.2 |
83.6 ± 4.5 |
| 10 | 95.4 ± 1.0 |
94.4 ± 1.4 |
93.7 ± 1.4 |
91.8 ± 1.4 |
91.5 ± 2.4 |
88.7 ± 2.2 |
89.3 ± 3.4 |
85.8 ± 3.5 |
87.5 ± 4.3 |
83.3 ± 4.7 |
| 11 | 94.4 ± 1.1 |
93.6 ± 1.1 |
92.8 ± 1.6 |
91.7 ± 1.3 |
90.7 ± 2.4 |
89.1 ± 2.1 |
88.5 ± 3.4 |
86.5 ± 3.1 |
86.6 ± 4.2 |
84.1 ± 4.1 |
| Mean ± SD |
94.6 ± 1.0 |
93.2 ± 2.1 |
92.7 ± 1.6 |
90.9 ± 2.3 |
90.1 ± 2.7 |
88.0 ± 3.0 |
87.5 ± 3.9 |
85.2 ± 4.0 |
85.2 ± 4.9 |
82.7 ± 4.7 |