Enum ShapleyMode 

#[non_exhaustive]
pub enum ShapleyMode {
    Exact,
    MonteCarlo {
        n_samples: usize,
    },
    Permutation {
        n_permutations: usize,
    },
}

Shapley estimation mode.

Variants (Non-exhaustive)

Non-exhaustive enums could have additional variants added in future. Therefore, when matching against variants of non-exhaustive enums, an extra wildcard arm must be added to account for any future variants.

Exact

Exact enumeration of all coalitions (2^n).

MonteCarlo

Monte Carlo coalition sampling.

Fields

n_samples: usize

Number of coalition / permutation samples.

Permutation

Random permutation sampling (classic Shapley estimator).

Fields

n_permutations: usize

Number of random permutations.

Trait Implementations

impl Clone for ShapleyMode

fn clone(&self) -> ShapleyMode

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Copy for ShapleyMode

impl Debug for ShapleyMode

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

Formats the value using the given formatter.

impl Eq for ShapleyMode

impl Hash for ShapleyMode

fn hash<__H: Hasher>(&self, state: &mut __H)

Feeds this value into the given Hasher.

fn hash_slice<H>(data: &[Self], state: &mut H)

where H: Hasher, Self: Sized,

Feeds a slice of this type into the given Hasher.

impl PartialEq for ShapleyMode

fn eq(&self, other: &ShapleyMode) -> bool

Equality operator ==.

fn ne(&self, other: &Rhs) -> bool

Inequality operator !=.

impl StructuralPartialEq for ShapleyMode