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Setting sigma for adjacency matrix #1
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Hi, sigma is set according to the variance of the distances between each node. So sigmas for different datasets are different. |
@Kaimaoge Thanks. Regards, YJ Hong |
For METR-LA and PEMS-Bay, thresholds are 0.1. We set it according to the original paper using those two. We didn't use thresholds for other datasets. |
@Kaimaoge |
Hello. I am YJ Hong.
In appendix material in IGNNK paper, there are different sigma settings for different datasets respectively when constructing corresponding adjacency matrix.
Can you let me know how you set sigma ?
For example of NREL dataset, sigma for adjacency matrix is set to 7.5km and I cannot figure out why this value came out.
Thanks in advance.
Regards, YJ Hong.
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