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. 2024 Apr 1;8(1):138–157. doi: 10.1162/netn_a_00345

Table 1. .

Prediction errors by link weight

Nonlinks included Macaque Mouse Mac/Mus
MAE RMAE MAE RMAE RMAE ratio
Weak (wcut < w < 3) 1.081 0.460 1.032 0.446 1.033
Weak-&-Medium (wcut < w < 5) 1.173 0.365 0.647 0.196 1.862
Medium-&-Strong (w > 3) 1.255 0.288 0.565 0.127 2.274
Strong (w > 5) 1.324 0.237 0.569 0.102 2.313
All links (w > wcut) 1.207 0.336 0.622 0.166 2.025
Nonlinks (wwcut) 1.498 1.101 2.911 2.288 0.481
Both links and nonlinks 1.318 0.628 0.683 0.222 2.829

Note. MAE = mean absolute error |Δw| = |wpredwtrue|, RMAE = relative mean absolute error |Δw|/wtrue. For “nonlinks” only, for the relative error, we used the estimated experimental lower cutoff value of wtrue = wcut = 0.9, corresponding to an FLN = 8 × 10−7.