Table 6.
Four-way MANOVA results for sensitivity.
Factor | Wilks' λ | F | df | p |
Classifier | 0.90 | 0.80 | 1, 7 | 0.40 |
Training Set | 0.86 | 1.15 | 1, 7 | 0.32 |
Dwell Threshold | 0.12 | 52.06 | 1, 7 | 0.0002 |
Fixation Type | 0.06 | 44.68 | 2, 6 | 0.0002 |
Classifier × Training Set | 1.00 | 0.01 | 1, 7 | 0.94 |
Classifier × Dwell Threshold | 0.87 | 1.05 | 1, 7 | 0.34 |
Training Set × Dwell Threshold | 0.46 | 8.23 | 1, 7 | 0.024 |
Classifier × Fixation Type | 0.54 | 2.55 | 2, 6 | 0.16 |
Training Set × Fixation Type | 0.23 | 10.18 | 2, 6 | 0.012 |
Dwell Threshold × Fixation Type | 0.06 | 44.71 | 2, 6 | 0.0002 |
Classifier × Training Set × Dwell Threshold | 0.52 | 6.34 | 1, 7 | 0.040 |
Classifier × Training Set × Fixation Type | 0.47 | 3.45 | 2, 6 | 0.10 |
Classifier × Dwell Threshold × Fixation Type | 0.53 | 2.68 | 2, 6 | 0.15 |
Training Set × Dwell Threshold × Fixation Type | 0.35 | 5.62 | 2, 6 | 0.042 |
Classifier × Training Set × Dwell Threshold × Fixation Type | 0.77 | 0.91 | 2, 6 | 0.45 |
Significant effects (p < 0.05) are shown in bold. Factors and their levels are described in the text.