Struct ShapleyExplainer 

pub struct ShapleyExplainer {
    pub n_features: usize,
    pub n_samples: usize,
    pub background: Vec<Vec<f64>>,
}

Fields

n_features: usize

n_samples: usize

background: Vec<Vec<f64>>

Implementations

impl ShapleyExplainer

pub fn new( n_features: usize, n_samples: usize, background: Vec<Vec<f64>>, ) -> Self

pub fn explain<F: Fn(&[f64]) -> f64>(&self, x: &[f64], model: &F) -> Vec<f64>

Estimate Shapley values for x using the given model function via the random-permutation sampling approach.

Trait Implementations

impl Clone for ShapleyExplainer

fn clone(&self) -> ShapleyExplainer

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for ShapleyExplainer

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

Formats the value using the given formatter.