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. 2025 Apr 30;3:imag_a_00548. doi: 10.1162/imag_a_00548

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.