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Make labels consistent and add potential clustering type #67

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m-muecke opened this issue Apr 18, 2024 · 0 comments
Open

Make labels consistent and add potential clustering type #67

m-muecke opened this issue Apr 18, 2024 · 0 comments

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@m-muecke
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m-muecke commented Apr 18, 2024

Currently the naming of the labels is inconsistent. Some have clustering or learner appended and some don't.
Would also be nice to have some sort of labelling for the clustering typ:

  • Deterministic (hard clustering):

    • Hierarchical classification methods: Agglomerative & divisive methods
    • Optimal partitions: k-means & variants
  • Density-based methods: DBSCAN & variants

  • Probabilistic (fuzzy clustering):

    • Model-based methods: Mixed distribution models
    • fuzzy k-means & variants

    This is done with properties, the man roxygen is not correct for this, some require updating.

Nice overview:

image

@m-muecke m-muecke changed the title Make labels consistent Make labels consistent and add potential clustering type Apr 18, 2024
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