Trait ResamplingStrategy

pub trait ResamplingStrategy: Send + Sync {
    type Input;
    type Output;
    type Config;

    // Required method
    fn resample(
        &self,
        x: ArrayView2<'_, f64>,
        y: ArrayView1<'_, i32>,
        config: &Self::Config,
    ) -> Result<(Array2<f64>, Array1<i32>), ResamplingError>;

    // Provided method
    fn performance_hints(&self) -> PerformanceHints { ... }
}

Zero-cost abstraction for resampling strategies

Required Associated Types

type Input

Input data type

type Output

Output data type

type Config

Configuration type for this strategy

Required Methods

fn resample( &self, x: ArrayView2<'_, f64>, y: ArrayView1<'_, i32>, config: &Self::Config, ) -> Result<(Array2<f64>, Array1<i32>), ResamplingError>

Resample the input data to balance class distribution

Provided Methods

fn performance_hints(&self) -> PerformanceHints

Consciousness-aligned performance hints

Implementors