Table 2.
Results of synapse detection on axon terminal using proposed method
Region | Precision | Recall | F-Measure | Precision | Recall | F-Measure |
---|---|---|---|---|---|---|
Method | Synapse Learning Model | After Model-guided Splitting | ||||
Region 1 | 92.86 | 82.69 | 87.48 | 94.29 | 82.69 | 88.11 |
Region 2 | 94.12 | 84.62 | 89.11 | 97.62 | 81.54 | 88.86 |
Region 3 | 76.92 | 86.67 | 81.50 | 83.33 | 93.33 | 88.05 |
Region 4 | 90.67 | 82.80 | 86.55 | 95.45 | 87.10 | 91.08 |
Region 5 | 83.33 | 77.42 | 80.27 | 95.65 | 90.32 | 92.91 |
AVERAGE | 87.58 | 82.84 | 84.98 | 93.27 | 87.00 | 89.80 |