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[FEATURE] Improve handling of missing items for RRF #1153

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ryanbogan opened this issue Jan 30, 2025 · 0 comments
Open

[FEATURE] Improve handling of missing items for RRF #1153

ryanbogan opened this issue Jan 30, 2025 · 0 comments
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backlog All the backlog features should be marked with this label enhancement

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@ryanbogan
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Is your feature request related to a problem?

Currently, missing items default to a score of 0.0, which may not be optimal for all use cases. We need to explore and implement more flexible options for handling missing items for RRF.

What solution would you like?

Potential solutions considered so far:

  1. Allow users to set a custom default score for missing items
  2. Use max_rank + 1 for missing items
  3. Ignore missing items completely during the rank score calculations
@martin-gaievski martin-gaievski added backlog All the backlog features should be marked with this label and removed untriaged labels Feb 5, 2025
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backlog All the backlog features should be marked with this label enhancement
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@ryanbogan @martin-gaievski