Table 2.
Across subject average point biserial correlation coefficient per feature and preprocessing approach.
r2 Mean ± Std. | HRF β | Min. | Max. | Peak to peak | Avg. | Slope | |
---|---|---|---|---|---|---|---|
No GLM | HbO | 0.076 ± 0.058 | 0.068 ± 0.048 | 0.057 ± 0.054 | 0.107 ± 0.067 | 0.102 ± 0.068 | |
HbR | 0.077 ± 0.072 | 0.081 ± 0.081 | 0.062 ± 0.070 | 0.110 ± 0.096 | 0.102 ± 0.081 | ||
GLM with SS | HbO | 0.165 ± 0.097 | 0.108 ± 0.068 | 0.106 ± 0.075 | 0.132 ± 0.089 | 0.163 ± 0.101 | 0.166 ± 0.101 |
HbR | 0.166 ± 0.124 | 0.101 ± 0.071 | 0.112 ± 0.086 | 0.132 ± 0.112 | 0.166 ± 0.124 | 0.166 ± 0.124 | |
Paired t-test (p-value) | N/A | <2 × 10−3 | <10−3 | <10−3 | ≪10−3 | ≪10−3 |