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Implement getter for the clusters of a specific value #37

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popescu-v opened this issue Jul 4, 2023 · 2 comments
Open

Implement getter for the clusters of a specific value #37

popescu-v opened this issue Jul 4, 2023 · 2 comments
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Status/Draft The issue is still not well defined Type/Feature A new feature request or an improvement of a feature

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@popescu-v
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Description

Currently, KhiopsCoclustering's predict method gives us the cluster ID for each individual. If we need the actual clusters we need to parse the report to get the them. We should have a more ergonomic API for this.

Questions/Ideas

  • A method like estimator.get_clusters_for_dimension(dimension=...) or estimator.get_cluster_of(individual_id=..., dimension=...) could be provided on the estimator.
  • Often, the dimension specified by key on fit is needed. But key is not available at the predict stage.
@popescu-v popescu-v added Status/Draft The issue is still not well defined Type/Feature A new feature request or an improvement of a feature labels Jul 4, 2023
@popescu-v
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I think this function should go in core.coclustering_results.CoclusteringDimension. Then from a fitted KhiopsCoclustering the function called with pkcc.report_ ...

@folmos-at-orange
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Related #88

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@folmos-at-orange @popescu-v