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Given that kmeans' running time depends both on the number of representatives and the number of centroids queried, a fixed timeout is probably unreasonable for this specific request. As an example, requesting 15 centroids with 1000 representatives takes 264 066 ms, whereas requesting 5 centroids for 400 representatives takes around 34 000 ms.
For this reason, it might be better to either have an adaptive timeout for kmeans, or simply none at all.
The text was updated successfully, but these errors were encountered:
Given that kmeans' running time depends both on the number of representatives and the number of centroids queried, a fixed timeout is probably unreasonable for this specific request. As an example, requesting 15 centroids with 1000 representatives takes 264 066 ms, whereas requesting 5 centroids for 400 representatives takes around 34 000 ms.
For this reason, it might be better to either have an adaptive timeout for kmeans, or simply none at all.
The text was updated successfully, but these errors were encountered: