Table 4.
Performance of the ML model in terms of distribution-wide metrics.
| Method | ||
|---|---|---|
| Metric | ML prediction | Direct fitting |
| JSD axon diameter | 0.24 0.25 | 0.18 0.01 |
| KLD axon diameter | 1.42 1.53 | 0.63 0.12 |
| JSD g-ratio | 0.23 0.23 | 0.18 0.01 |
| KLD g-ratio | 1.32 1.38 | 0.80 0.06 |
A comparison to a direct fitting of a gamma distribution to the EM samples is included for reference.