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Check robustness of PCA representation #181

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agitter opened this issue Aug 29, 2024 · 3 comments
Closed

Check robustness of PCA representation #181

agitter opened this issue Aug 29, 2024 · 3 comments
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@agitter
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agitter commented Aug 29, 2024

Based on a discussion with @brycejoh16 we realized we should confirm that our PCA representation of a collection of graphs is robust to the order in which the graphs and the edges are presented. We can try randomly permuting the rows and columns of the graph X edge matrix before running PCA and confirm the outputs still pass our test cases.

@ntalluri
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I checked the robustness of PCA. Shuffling the columns (the algorithms) and the rows (the edges) do not change the output of PCA.

@ntalluri
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#185

added pca robustness test to test_ml

@agitter
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agitter commented Sep 10, 2024

Closed by #185

@agitter agitter closed this as completed Sep 10, 2024
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