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PerturbationIntensityResult

trustformers_debug::simulation_tools::perturbation_testing

Struct PerturbationIntensityResult 

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pub struct PerturbationIntensityResult {
    pub intensity: f64,
    pub num_perturbations: usize,
    pub successful_perturbations: usize,
    pub failed_perturbations: usize,
    pub avg_prediction_change: f64,
    pub max_prediction_change: f64,
    pub std_prediction_change: f64,
    pub perturbation_details: Vec<PerturbationDetail>,
}
Expand description

Perturbation test results for a specific intensity level

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§intensity: f64

Perturbation intensity

§num_perturbations: usize

Number of perturbations tested

§successful_perturbations: usize

Successful perturbations (model behavior unchanged)

§failed_perturbations: usize

Failed perturbations (significant behavior change)

§avg_prediction_change: f64

Average prediction change

§max_prediction_change: f64

Maximum prediction change

§std_prediction_change: f64

Standard deviation of prediction changes

§perturbation_details: Vec<PerturbationDetail>

Detailed perturbation results

Trait Implementations§

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impl Clone for PerturbationIntensityResult

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fn clone(&self) -> PerturbationIntensityResult

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 PerturbationIntensityResult

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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 PerturbationIntensityResult

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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 PerturbationIntensityResult

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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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