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Adapt clustering default options #881

Merged
merged 1 commit into from
Jan 20, 2023
Merged

Adapt clustering default options #881

merged 1 commit into from
Jan 20, 2023

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tsaglam
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@tsaglam tsaglam commented Jan 17, 2023

This PR changes the clustering defaults to:

  • aglommerative clustering
  • with the average similarity metric

Spectral clustering is indeterministic and often leads when used with realistic data sets to non-optimal clusters. Agglomerative clustering with the AVG metric seems to be more reliable, and the generated clusters seem more realistic.

@tsaglam tsaglam added enhancement Issue/PR that involves features, improvements and other changes minor Minor issue/feature/contribution/change labels Jan 17, 2023
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Kudos, SonarCloud Quality Gate passed!    Quality Gate passed

Bug A 0 Bugs
Vulnerability A 0 Vulnerabilities
Security Hotspot A 0 Security Hotspots
Code Smell A 0 Code Smells

100.0% 100.0% Coverage
0.0% 0.0% Duplication

@tsaglam tsaglam merged commit ed2b781 into develop Jan 20, 2023
@tsaglam tsaglam deleted the cluster-default-options branch January 20, 2023 08:58
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