Enum BalancingStrategy

pub enum BalancingStrategy {
    RandomOversample,
    RandomUndersample,
    SMOTE {
        k_neighbors: usize,
    },
}

Balancing strategies for handling imbalanced datasets

Variants

RandomOversample

Random oversampling - duplicates minority class samples

RandomUndersample

Random undersampling - removes majority class samples

SMOTE

SMOTE (Synthetic Minority Oversampling Technique) with specified k_neighbors

Fields

k_neighbors: usize

Number of nearest neighbors to consider for synthetic sample generation

Trait Implementations

impl Clone for BalancingStrategy

fn clone(&self) -> BalancingStrategy

Returns a duplicate of the value.

const fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for BalancingStrategy

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl Copy for BalancingStrategy