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class disbalance

Jan 02, 20251 min read

class disbalance

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Note

  • Can be corrected by
    • upsampling
      • including advanced methods like SMOTE, although it can be seen as one of the data augmentation methods
    • downsampling
    • weights scaling
    • joining classes
  • from ML System design course - Training datasets
    Transclude of ML-System-design-course---Training-datasets#^bbbae2

Resources


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table file.inlinks, file.outlinks from [[]] and !outgoing([[]])  AND -"Changelog"

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  • class disbalance
  • Note
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  • class disbalance
  • logistic regression

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