Table 2.
Feature-level classifier accuracy for each feature type and mean across all feature types
| Ventral Stream |
Dorsal Stream |
|||||
|---|---|---|---|---|---|---|
| V1 | V2v | V3v | LOC | V2d | V3d | |
| Feat 1 (SF1) | 0.791 (±0.0261) | 0.722 (±0.0254) | 0.686 (±0.0178) | 0.516 (± 0.0051) | 0.689 (±0.0237) | 0.652 (±0.0195) |
| Feat 2 (Outline1) | 0.864 (±0.0163) | 0.675 (±0.0188) | 0.609 (±0.0186) | 0.550 (±0.0101) | 0.777 (±0.0239) | 0.618 (±0.0203) |
| Feat 3 (SF2) | 0.773 (±0.0235) | 0.679 (±0.0204) | 0.658 (±0.0178) | 0.526 (±0.0092) | 0.685 (±0.0211) | 0.653 (±0.0206) |
| Feat 4 (Outline2) | 0.853 (±0.0160) | 0.678 (±0.0223) | 0.657 (±0.0176) | 0.557 (±0.0062) | 0.736 (±0.0240) | 0.692 (±0.0280) |
| Overall mean acc. | 0.820 (±0.0186) | 0.688 (±0.0186) | 0.653 (± 0.0121) | 0.537 (±0.00266) | 0.722 (±0.02) | 0.653 (±0.0146) |
| 95% CI around overall mean | [0.815, 0.825] | [0.682, 0.695] | [0.646, 0.659] | [0.530, 0.544] | [0.716, 0.728] | [0.647, 0.66] |
In both ventral and dorsal streams, 1st 4 rows show mean (±SE) across subjects of the feature-level classifier accuracy for each feature type across subjects. Chance = 0.5. SF, spatial frequency. Fifth row shows overall mean ± SE accuracy across all 4 feature-level classifiers across subjects. Sixth row shows 95% CIs around the overall mean accuracy determined by within-subject bootstrap resampling with replacement over 10,000 iterations. All data were averaged over 2 sessions for each subject. Overall mean accuracy scores for each session in each subject were transformed into a log-likelihood ratio (log odds; chance = 0) and submitted to a 2-way repeated-measures ANOVA, with factors Scan Session (1, 2) and ROI (V1, V2v, V3v, V2d, V3d, LOC), revealing a main effect of ROI [F(5,35) = 83.14, P < 0.001, η2 = 0.922], no significant effect of Scan Session [F(1,7) = 0.860, P = 0.39, η2 = 0.109], and a nonsignificant interaction [F(5,35) = 2.367, P = 0.06, η2 = 0.253]. Accuracy was lowest in region LOC, but a 1-sample t-test revealed that the log odds of LOC accuracy (collapsed over sessions) exceeded chance performance (mean = 0.1486, SD = 0.0303, t[7] = 13.89, P < 0.001).