vector indexing gt modified #45
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@AmberLJC could you double check that the ground truth makes sense? Thanks! |
AmberLJC
reviewed
Mar 28, 2025
benchmark/experimentation_bench/vector_index/ground_truth/q11.txt
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| 1. **Effect on Increasing Data Size**: ? | ||
| 2. **Effect on Increasing Mean**: The recall is not significantly affected by changes in the mean, showing robustness. | ||
| 3. **Effect on Increasing Variance**: The recall remains mostly stable, with some rare instances of decreased performance. | ||
| 3. **Effect on Increasing Variance**: Higher variance leads to a decline in recall. |
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I think the previous ground truth is more correct
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When the variance increases, the vectors become more dispersed, making it harder to capture all neighboring points, and the recall rate decreases. Does this reasoning make sense?
AmberLJC
reviewed
Mar 28, 2025
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Hey @yiliazhuxyxy could you please review the comments left by @AmberLJC ? Thank you! |
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This PR is duplicated with #46 |
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name: Pull Request
Description
Expected Behavior
Performance Evaluation
This PR has been tested using the first quick start example, with the following performance metrics: