- Fixed an issue where inappropriate values of
k
were passed tosmotefamily::SMOTE
(#1) undersample_*
functions now accept additional keyword arguments and pass these on to underlying functions, e.g.stats::dist
.
This is the initial version of the package. The following is available.
SCUT
andSCUT_parallel
driver functions.- Undersampling functions:
undersample_mclust
,undersample_kmeans
,undersample_mindist
,undersample_hclust
, andundersample_tomek
. - Oversampling functions:
oversample_smote
. resample_random
for both oversampling and undersampling.- Three imbalanced toy datasets:
wine
,bullseye
, andimbalance
.