Table 1.
Simple threshold (method 1) | Discriminant analysis (method 2) | |||
---|---|---|---|---|
2D | 3D | 4D | ||
θ = 0.8750 | a 0 = 0.743, a 1 = 0.318 | a 0 = 0.768, a 1 = 0.056, a 2 = −0.289 | a 0 = 0.779, a 1 = 0.016, a 2 = −0.283, a 3 = 0.083 | |
Sensitivity | 0.9917 | 0.9083 | 0.9417 | 0.9417 |
Specificity | 0.9625 | 0.9771 | 1.0000 | 1.0000 |
All methods use spectral power at odd multiples of half the scanning frequency f s. Method 1 uses optimized simple threshold, whereas Method 2 utilizes 2-, 3-, and 4-way linear discriminant functions, whose coefficients are shown in the table