Struct SHAPConfig 

pub struct SHAPConfig {
    pub n_samples: usize,
    pub use_kernel_shap: bool,
    pub regularization: f64,
    pub seed: Option<u64>,
}

Configuration for SHAP computation.

Fields

n_samples: usize

Number of samples for approximation.

use_kernel_shap: bool

Whether to use kernel SHAP (vs sampling SHAP).

regularization: f64

Regularization for weighted least squares.

seed: Option<u64>

Random seed for reproducibility.

Trait Implementations

impl Clone for SHAPConfig

fn clone(&self) -> SHAPConfig

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for SHAPConfig

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

Formats the value using the given formatter.

impl Default for SHAPConfig

fn default() -> Self

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for SHAPConfig

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for SHAPConfig

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>

where __S: Serializer,

Serialize this value into the given Serde serializer.