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CounterfactualResult

trustformers_debug::interpretability_tools

Struct CounterfactualResult 

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pub struct CounterfactualResult {
    pub timestamp: DateTime<Utc>,
    pub counterfactuals: Vec<Counterfactual>,
    pub quality_metrics: CounterfactualQualityMetrics,
    pub feature_sensitivity: FeatureSensitivityAnalysis,
    pub decision_boundary: DecisionBoundaryAnalysis,
    pub actionable_insights: Vec<ActionableInsight>,
}
Expand description

Counterfactual generation result

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§timestamp: DateTime<Utc>

Analysis timestamp

§counterfactuals: Vec<Counterfactual>

Generated counterfactuals

§quality_metrics: CounterfactualQualityMetrics

Counterfactual quality metrics

§feature_sensitivity: FeatureSensitivityAnalysis

Feature sensitivity analysis

§decision_boundary: DecisionBoundaryAnalysis

Decision boundary analysis

§actionable_insights: Vec<ActionableInsight>

Actionable insights

Trait Implementations§

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impl Clone for CounterfactualResult

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fn clone(&self) -> CounterfactualResult

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 CounterfactualResult

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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 CounterfactualResult

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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 CounterfactualResult

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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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where T: ?Sized,

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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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