majobasgall/smote-bd majobasgall/smote-bd

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    9
  • Rank 1,939,727 (Top 39 %)
  • Language
    Scala
  • License
    Apache License 2.0
  • Created about 6 years ago
  • Updated over 5 years ago
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majobasgall/smote-bd
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majobasgall

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Repository Details

SMOTE-BD: A distributed Synthetic Minority Oversampling Technique (SMOTE) for Big Data.

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SMOTE-MR: A distributed Synthetic Minority Oversampling Technique (SMOTE) for Big Data which applies a MapReduce based-approach. SMOTE-MR is categorized as an `approximated/ non exact` solution. Also, there is an `exact` solution called SMOTE-BD written by the author (See: https://github.com/majobasgall/smote-bd)
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