Table 2 Correct classification of response in the visual pursuit
Correct classification | Accuracy | Balanced accuracy | Sensitivity | Specifity | ||
|---|---|---|---|---|---|---|
General Model | Training Test | 81.4 | 81.4 | 81.3 | 82.1 | 80.4 |
10 Fold Cross | 81.4 | 81.4 | 81.3 | 82.1 | 80.4 | |
Leave One Out | 81 | 79.5 | 77.9 | 84.4 | 71.4 | |
MCS Model | Training Test | 88.8 | 88.8 | 90.3 | 88.3 | 92.3 |
10 Fold Cross | 87.9 | 87.9 | 89.6 | 87.5 | 91.7 | |
Leave One Out | 82 | 82.1 | 82.6 | 81.8 | 83.3 | |
SV Model | Training Test | 86.9 | 87 | 84.9 | 78.9 | 90.9 |
10 Fold Cross | 84.3 | 84.4 | 81.9 | 74.4 | 89.5 | |
Leave One Out | 77 | 76.9 | 78.4 | 81.8 | 75 | |