Table 3.
Majority Voting.
Class | Background | Neutrophils | Eosinophils | Lymphocytes | Monocytes | Average |
---|---|---|---|---|---|---|
SLIM | 0.996 | 0.716 | 0.925 | 0.591 | 0.701 | 0.786 |
BF | 0.997 | 0.755 | 0.901 | 0.696 | 0.797 | 0.829 |
Trans | 0.997 | 0.685 | 0.867 | 0.685 | 0.757 | 0.798 |
Results based on the combination of all five semantic maps for a reliable prediction with majority-voting: F1 scores for image and cell classes, with average values in the rightmost column.