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Table 5 Comparison of the tests presented in “TEST SET A" (changes were realized in the fuzzy sets of membership functions)

From: Fuzzy method for pre-diagnosis of breast cancer from the Fine Needle Aspirate analysis

Tests Sensitivity (%) Specificity (%)
PDM-FNA-Fuzzy developed 98.59 85.43
Test A.1 (1) 99.06 64.15
Test A.2 (2) 92.92 90.48
Test A.3 (3) 98.11 70.87
Test A.4 (4) 93.87 89.92
Test A.5 (5) 96.23 88.80
Test A.6 (6) 97.17 87.39
Test A.7 (7) 97.64 86.83
Test A.8 (8) 98.59 84.31
Test A.9 (9) 98.11 86.55
Test A.10 (10) 98.59 84.87
  1. (1) changes in Test A.1: SMAREA = {(184.5; 0), (185; 1), (749; 1), (800; 0)} e SMPERI = {(49.5; 0), (50; 1), (92.6; 1), (95; 0)} e MOUNIF = {(-0.5; 0), (0; 1), (1.67; 1), (1.87; 0)} e MOHOM = {(0; 0), (0.01; 1), (0.123; 1), (0.143; 0)}.
  2. (2) changes in Test A.2: SMAREA = {(184.5; 0), (185; 1), (748.8; 1), (800; 0)} e SMPERI = {(49.5; 0), (50; 1), (92.58; 1), (127.1; 0)} e MOUNIF = {(-0.5; 0), (0; 1), (1.669; 1), (3.09; 0)} e MOHOM = {(0; 0), (0.01; 1), (0.1232; 1), (0.2278; 0)}.
  3. (3) changes in Test A.3: SMAREA = {(184.5; 0), (185; 1), (748.8; 1), (800; 0)} e SMPERI = {(49.5; 0), (50; 1), (92.58; 1), (95; 0)} e MOUNIF = {(-0.5; 0), (0; 1), (1.669; 1), (3.09; 0)} e MOHOM = {(0; 0), (0.01; 1), (0.1232; 1), (0.2278; 0)}.
  4. (4) changes in Test A.4: SMAREA = {(184.5; 0), (185; 1), (748.8; 1), (800; 0)} e SMPERI = {(49.5; 0), (50; 1), (92.58; 1), (110; 0)} e MOUNIF = {(-0.5; 0), (0; 1), (1.669; 1), (3.09; 0)} e MOHOM = {(0; 0), (0.01; 1), (0.1232; 1), (0.2278; 0)}.
  5. (5) changes in Test A.5: SMAREA = {(184.5; 0), (185; 1), (748.8; 1), (800; 0)} e SMPERI = {(49.5; 0), (50; 1), (92.58; 1), (106; 0)} e MOUNIF = {(-0.5; 0), (0; 1), (1.669; 1), (3.09; 0)} e MOHOM = {(0; 0), (0.01; 1), (0.1232; 1), (0.2278; 0)}.
  6. (6) changes in Test A.6: SMAREA = {(184.5; 0), (185; 1), (748.8; 1), (800; 0)} e SMPERI = {(49.5; 0), (50; 1), (92.58; 1), (106; 0)} e MOUNIF = {(-0.5; 0), (0; 1), (1.669; 1), (3.09; 0)} e MOHOM = {(0; 0), (0.01; 1), (0.1232; 1), (0.18; 0)}.
  7. (7) changes in Test A.7: SMAREA = {(184.5; 0), (185; 1), (748.8; 1), (800; 0)} e SMPERI = {(49.5; 0), (50; 1), (92.58; 1), (106; 0)} e MOUNIF = {(-0.5; 0), (0; 1), (1.669; 1), (2.5; 0)} e MOHOM = {(0; 0), (0.01; 1), (0.1232; 1), (0.18; 0)}.
  8. (8) changes in Test A.8: SMAREA = {(184.5; 0), (185; 1), (748.8; 1), (800; 0)} e MOUNIF = {(-0.5; 0), (0; 1), (1.669; 1), (2.5; 0)} e MOHOM = {(0; 0), (0.01; 1), (0.1232; 1), (0.18; 0)}.
  9. (9) changes in Test A.9: SMPERI = {(49.5; 0), (50; 1), (92.58; 1), (103.5; 0)}.
  10. (10) changes in Test A.10: SMPERI = {(49.5; 0), (50; 1), (92.58; 1), (102.3; 0)}.