Table 2. Model performance over out-of-sample tiles.
Segmentation (pixel-wise) scores | Detection (cell-wise) scores | |||||
---|---|---|---|---|---|---|
Region | # cells in the test set | Jaccard index | F1 | Total errors | Accuracy | False positive rate |
Isocortex | 192 | 0.982 | 0.991 | 0.002 | 0.962 | 0 |
MEA | 115 | 0.975 | 0.987 | 0.001 | 0.962 | 0 |
HY | 163 | 0.953 | 0.974 | 0.003 | 0.938 | 0.005 |
HIP | 566 | 0.986 | 0.992 | 0.001 | 0.979 | 0.009 |
MEA: medial amygdala; HY: hypothalamus; HP: hippocampus.