Struct SHAPBatchResult 

pub struct SHAPBatchResult {
    pub base_value: f64,
    pub shap_values: Vec<Vec<f64>>,
    pub feature_names: Option<Vec<String>>,
    pub feature_importance: Vec<f64>,
}

Batch SHAP results.

Fields

base_value: f64

Base value.

shap_values: Vec<Vec<f64>>

SHAP values matrix (samples x features).

feature_names: Option<Vec<String>>

Feature names.

feature_importance: Vec<f64>

Mean absolute SHAP values per feature.

Trait Implementations

impl Clone for SHAPBatchResult

fn clone(&self) -> SHAPBatchResult

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for SHAPBatchResult

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for SHAPBatchResult

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for SHAPBatchResult

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

where __S: Serializer,

Serialize this value into the given Serde serializer.