FeatureAttribution

_hope_core::interpretability

Struct FeatureAttribution 

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pub struct FeatureAttribution {
    pub tokens: Vec<String>,
    pub attributions: Vec<f32>,
    pub gradients: Vec<f32>,
    pub integrated_gradients: Vec<f32>,
    pub lrp_scores: Vec<f32>,
}
Expand description

Feature attribution for a decision

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§tokens: Vec<String>

Input tokens

§attributions: Vec<f32>

Attribution scores per token

§gradients: Vec<f32>

Gradient-based importance

§integrated_gradients: Vec<f32>

Integrated gradients

§lrp_scores: Vec<f32>

Layer-wise relevance propagation scores

Trait Implementations§

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impl Clone for FeatureAttribution

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fn clone(&self) -> FeatureAttribution

Returns a duplicate of the value. Read more
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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for FeatureAttribution

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

Formats the value using the given formatter. Read more

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unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)
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