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Table 7.
KS-test statistic, DN, M, and the critical value, 
, for the EAGLE images classified by the simulation network.
| Physical | ||||
|---|---|---|---|---|
| parameter | DTP, FN | CritTP, FN | DTN, FP | CritTN, FP |
| Projection | 0.102 | 0.179 | 0.162 | 0.184 |
| Redshift | ||||
| Simulation | 0.272 | 0.179 | 0.260 | 0.184 |
| Redshift | ||||
| Asymmetry | 0.225 | 0.179 | 0.232 | 0.184 |
| Time since | 0.123 | 0.179 | – | – |
| Merger | ||||
| u-magnitude | 0.286 | 0.179 | 0.120 | 0.184 |
| g-magnitude | 0.259 | 0.179 | 0.075 | 0.184 |
| r-magnitude | 0.222 | 0.179 | 0.068 | 0.184 |
| i-magnitude | 0.216 | 0.179 | 0.065 | 0.184 |
| z-magnitude | 0.201 | 0.179 | 0.072 | 0.184 |
| Mass ratio | 0.164 | 0.179 | – | – |
| M⋆ | 0.225 | 0.179 | 0.205 | 0.184 |
| sSFR | 0.338 | 0.179 | 0.207 | 0.191 |
Notes. If DN, M > CritN, M, the null hypothesis that the two distributions are the same is rejected at level α = 0.05. Here, c(α) = 1.224 for α = 0.05 and n and m are the sizes of samples N and M.
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