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. 2016 Feb 4;15:15. doi: 10.1186/s12938-016-0128-7

Table 1.

Performance of the different methods for classifying fixation as central vs para-central

Simple threshold (method 1) Discriminant analysis (method 2)
2D 3D 4D
P2.5+P6.5P4.5 P2.5+P6.5P4.5vsP3.5+P5.5P4.5 P6.5P4.5vsP2.5P4.5vsP3.5+P5.5P4.5 P6.5P4.5vsP2.5P4.5vsP3.5P4.5vsP5.5P4.5
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