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PerturbationAnalysis

trustformers_debug::interpretability_tools

Struct PerturbationAnalysis 

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pub struct PerturbationAnalysis {
    pub num_perturbations: usize,
    pub strategy: String,
    pub prediction_variance: f64,
    pub neighborhood_coverage: f64,
    pub influential_perturbations: Vec<PerturbationResult>,
}
Expand description

Perturbation analysis details

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§num_perturbations: usize

Number of perturbations generated

§strategy: String

Perturbation strategy used

§prediction_variance: f64

Average prediction variance

§neighborhood_coverage: f64

Neighborhood coverage

§influential_perturbations: Vec<PerturbationResult>

Most influential perturbations

Trait Implementations§

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impl Clone for PerturbationAnalysis

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fn clone(&self) -> PerturbationAnalysis

Returns a duplicate of the value. Read more
1.0.0 (const: unstable) · Source§

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

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

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

Formats the value using the given formatter. Read more
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impl<'de> Deserialize<'de> for PerturbationAnalysis

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fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>
where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer. Read more
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impl Serialize for PerturbationAnalysis

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

Serialize this value into the given Serde serializer. Read more

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