Trait Explainer 

pub trait Explainer {
    // Required method
    fn explain(&self, x: ArrayView2<'_, f64>) -> Result<Explanation>;
}

Common interface implemented by SHAP explainers.

Required Methods

fn explain(&self, x: ArrayView2<'_, f64>) -> Result<Explanation>

Dyn Compatibility

This trait is dyn compatible.

In older versions of Rust, dyn compatibility was called "object safety".

Implementors

impl Explainer for CorrelatedLinearExplainer

impl Explainer for InterventionalTreeExplainer<'_>

impl Explainer for LinearExplainer

impl Explainer for TreeExplainer<'_>

impl<E: Explainer> Explainer for MetadataExplainer<E>

impl<F> Explainer for AdditiveExplainer<F>

where F: Fn(ArrayView2<'_, f64>) -> Result<(Array2<f64>, Array3<f64>)>,

impl<M: DeepAttribution> Explainer for DeepExplainer<M>

impl<M: DifferentiablePredict> Explainer for GradientExplainer<M>

impl<M: Predict, K: Masker> Explainer for AutoExplainer<M, K>

impl<M: Predict, K: Masker> Explainer for CausalExplainer<M, K>

impl<M: Predict, K: Masker> Explainer for ExactExplainer<M, K>

impl<M: Predict, K: Masker> Explainer for HierarchicalPartitionExplainer<M, K>

impl<M: Predict, K: Masker> Explainer for KernelExplainer<M, K>

impl<M: Predict, K: Masker> Explainer for PartitionExplainer<M, K>

impl<M: Predict, K: Masker> Explainer for PermutationExplainer<M, K>

impl<M: Predict, K: Masker> Explainer for SamplingExplainer<M, K>