Struct SMOTE 

pub struct SMOTE {
    pub k_neighbors: usize,
    pub sampling_strategy: SamplingStrategy,
    pub random_state: Option<u64>,
}

SMOTE - Synthetic Minority Over-sampling Technique

Fields

k_neighbors: usize

sampling_strategy: SamplingStrategy

random_state: Option<u64>

Implementations

impl SMOTE

pub fn new() -> Self

pub fn k_neighbors(self, k: usize) -> Self

pub fn sampling_strategy(self, s: SamplingStrategy) -> Self

pub fn fit_resample(&self, x: &Tensor, y: &Tensor) -> (Tensor, Tensor)

Trait Implementations

impl Default for SMOTE

fn default() -> Self

Returns the “default value” for a type.