Noise level | Method | Leukocyte detected (true positives) | Missing leukocyte (false negatives) | Wrongly detected leukocyte (false positives) | True positive rate (%) | False positive rate (%) | False discovery rate (%) | Positive predictive value (%) |
---|---|---|---|---|---|---|---|---|
Salt and pepper Noise level 10 % 463 leukocytes | HT | 182 | 281 | 114 | 34.74 | 26.76 | 94.93 | 61.49 |
FCCN | 304 | 159 | 106 | 63.38 | 24.88 | 38.78 | 74.15 | |
GA + ACO | 284 | 179 | 118 | 58.68 | 27.70 | 44.53 | 70.65 | |
PGSA | 424 | 39 | 30 | 91.55 | 7.04 | 8.59 | 93.39 | |
Salt and pepper Noise level 15 % 463 leukocytes | HT | 135 | 328 | 120 | 23.71 | 28.17 | 128.63 | 52.94 |
FCCN | 274 | 189 | 78 | 56.34 | 18.31 | 53.69 | 77.84 | |
GA + ACO | 218 | 245 | 123 | 43.19 | 28.87 | 71.85 | 63.93 | |
PGSA | 408 | 55 | 35 | 87.79 | 8.21 | 12.42 | 92.10 |