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scutr 0.2.0

  • Fixed an issue where inappropriate values of k were passed to smotefamily::SMOTE (#1)
  • undersample_* functions now accept additional keyword arguments and pass these on to underlying functions, e.g. stats::dist.

scutr 0.1.0

This is the initial version of the package. The following is available.

  • SCUT and SCUT_parallel driver functions.
  • Undersampling functions: undersample_mclust, undersample_kmeans, undersample_mindist, undersample_hclust, and undersample_tomek.
  • Oversampling functions: oversample_smote.
  • resample_random for both oversampling and undersampling.
  • Three imbalanced toy datasets: wine, bullseye, and imbalance.