NEWS.md

In scutr: Balancing Multiclass Datasets for Classification Tasks

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.

scutr documentation built on Nov. 18, 2023, 1:08 a.m.