Table 3. Accuracy of each SVM classifiers in recognizing motor pantomime as ‘action’.
Sighted | Blind | ||
SVM classifier trained on visual stimuli | SVM classifier trained on auditory stimuli | SVM classifier trained on auditory stimuli | |
A. Whole brain discrimination | |||
Sighted | 85.3%*** | 73.9%* | 53.2%* |
Blind | 60%* | 65%* | 61.2%* |
B. After excluding the knock-out map | |||
84.3%*** | 71.7%* | 46.4% | |
57.5%* | 63.7%* | 65%* | |
C. By restricting to the knock-out map | |||
Sighted | 85.3%*** | 76.8%** | 67.5%* |
Blind | 70%* | 52.5% | 61.5%* |
visual and auditory runs have been considered together.
p-value < 0.005,
p-value < 0.05 at permutation test;
p-value < 0.05 at the binomial test.