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 (%) |
---|---|---|---|---|---|---|---|---|
Gaussian noise 463 leukocytes σ = 10 | HT | 206 | 257 | 77 | 40.37 | 18.07 | 90.81 | 72.79 |
FCCN | 343 | 120 | 71 | 72.53 | 16.67 | 28.99 | 82.85 | |
GA + ACO | 335 | 128 | 65 | 70.66 | 15.26 | 32.00 | 83.75 | |
PGSA | 431 | 32 | 21 | 93.19 | 4.93 | 7.08 | 95.35 | |
Gaussian noise 463 leukocytes σ = 15 | HT | 177 | 285 | 106 | 33.57 | 24.88 | 98.77 | 62.54 |
FCCN | 315 | 148 | 89 | 65.96 | 20.89 | 36.63 | 77.97 | |
GA + ACO | 298 | 165 | 102 | 61.97 | 23.94 | 41.25 | 74.50 | |
PGSA | 414 | 49 | 32 | 89.20 | 7.51 | 10.99 | 92.83 |