AlexsLemonade / AlexsLemonade/sc-data-integration

Consider using cell types to determine `k` for batch ARI k-means

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Description

From this comment, https://github.com/AlexsLemonade/sc-data-integration/pull/101#pullrequestreview-1077651347, we may wish to extend functionality in the `calculate_batch_ari()` function to allow for selecting the k-means `k` based on the number of intersecting cell types across batches.

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Research direction

Start by locating the calculate_batch_ari() function and read the discussion in pull request 101, especially the linked review comment. Clarify how intersecting cell types across batches should determine k, then define the expected behavior before assessing implementation and validation needs.

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Assessment

Domain
data, machine-learning
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
35/100

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