Table 6.
Tests | Type of membership function (after adjustments in fuzzy sets) | Sensitivity (%) | Specificity (%) |
---|---|---|---|
PDM-FNA-Fuzzy developed |
trapezoidal
(1)
|
98.59 |
85.43 |
Test B.1 |
triangular(2) |
98.59 |
83.47 |
Test B.2 |
gaussian2(3) |
98.11 |
84.31 |
Test B.3 |
dsigmoidal(4) |
98.11 |
84.59 |
Test B.4 | polinomial zero(5) | 98.59 | 82.91 |
(1) trapezoidal - function with straight lines with a flat top, resembling a truncated triangle.
(2) triangular - function with straight lines, in the form of a triangle.
(3) gaussiana2 - composed of two different gaussian curves.
(4) dsigmoidal - created from the difference between two sigmoidais functions.
(5) polinomial zero – asymmetric polynomial function, being zero at both ends, with an increase in the middle.