Data | Precision | Recall | F1-score (alg.) | F1-score (human) |
---|---|---|---|---|
Acute slices | 77.87 ± 1.15%, n = 11 | 82.34 ± 1.87%, n = 11 | 79.63 ± 1.11%, n = 11 | 83.59 ± 1.71%, n = 11 |
Cryo-fixed n.c. | 85.10 ± 1.30%, n = 7 | 78.13 ± 4.69%, n = 7 | 80.82 ± 2.38%, n = 7 | 91.33 ± 0.93%, n = 7 |
Chemically-fixed n.c. | 87.53 ± 1.96%, n = 9 | 87.24 ± 1.53%, n = 9 | 87.22 ± 1.37%, n = 9 | 92.99 ± 0.70%, n = 9 |
Performance of the model (precision, recall, and F1-score) on images of hMFBs from chemically-fixed acute hippocampal slices (acute slices) and of small hippocampal synapses from either cryo-fixed or chemically-fixed neuronal cultures (cryo-fixed n.c. and chemically-fixed n.c., respectively; dataset test final) and F1-score obtained comparing the annotations of two humans with each other. Data are presented as mean ± SEM.