all_neighbors           Parameter to determine which neighbors to use
circle_example          Synthetic Dataset with a circle
step_adasyn             Adaptive Synthetic Sampling Approach
step_bsmote             Apply borderline-SMOTE algorithm
step_downsample         Down-Sample a Data Set Based on a Factor
                        Variable
step_nearmiss           Under-sampling by removing points near other
                        classes.
step_rose               Apply ROSE algorithm
step_smote              Apply SMOTE algorithm
step_tomek              UEnder-sampling by removing Tomeks links.
step_upsample           Up-Sample a Data Set Based on a Factor Variable
