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Table 1.
Mean squared error of the BSD fitting process (
) and of the physical Mcoll(Vion) relation reconstruction (MSE(log10[Mcoll(Vion)])) for all the models discussed in Sects. 3.2 and 4.2 at two global ionization fraction xH II ∼ 1% and xH II ∼ 3%.
| xH II ∼ 1% |
xH II ∼ 3% |
|||
|---|---|---|---|---|
| Case |
 |
MSE(log10[Mcoll(Vion)]) |
 |
MSE(log10[Mcoll(Vion)]) |
| Power law | 0.033 | 0.020 | 0.12 | 0.039 |
| Power law Poisson | 0.047 | 0.053 | 0.17 | 0.059 |
| Power law Dispersion | 0.063 | 0.13 | 0.33 | 0.31 |
| Softplus | 0.036 | 0.010 | 0.079 | 0.025 |
| Softplus Poisson | 0.029 | 0.044 | 0.083 | 0.045 |
| Softplus Dispersion | 0.058 | 0.00026 | 0.077 | 0.0013 |
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