[ ソース: r-cran-themis ]
パッケージ: r-cran-themis (1.0.2-2)
r-cran-themis に関するリンク
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r-cran-themis ソースパッケージをダウンロード:
メンテナ:
外部の資源:
- ホームページ [cran.r-project.org]
類似のパッケージ:
GNU R extra recipes steps for dealing with unbalanced data
A dataset with an uneven number of cases in each class is said to be unbalanced. Many models produce a subpar performance on unbalanced datasets. A dataset can be balanced by increasing the number of minority cases using SMOTE 2011 <arXiv:1106.1813>, BorderlineSMOTE 2005 <doi:10.1007/11538059_91> and ADASYN 2008 <https://ieeexplore.ieee.org/document/4633969>. Or by decreasing the number of majority cases using NearMiss 2003 <https://www.site.uottawa.ca/~nat/Workshop2003/jzhang.pdf> or Tomek link removal 1976 <https://ieeexplore.ieee.org/document/4309452>.
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