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ScenarioImpactAnalysis

trustformers_debug::simulation_tools::what_if_analysis

Struct ScenarioImpactAnalysis 

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pub struct ScenarioImpactAnalysis {
    pub high_impact_scenarios: Vec<String>,
    pub prediction_flip_scenarios: Vec<String>,
    pub avg_prediction_change: f64,
    pub max_prediction_change: f64,
    pub stability_analysis: PredictionStabilityAnalysis,
    pub feature_importance_ranking: Vec<FeatureImportanceRank>,
}
Expand description

Analysis of scenario impacts

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§high_impact_scenarios: Vec<String>

Most impactful scenarios

§prediction_flip_scenarios: Vec<String>

Scenarios with prediction flips

§avg_prediction_change: f64

Average prediction change

§max_prediction_change: f64

Maximum prediction change

§stability_analysis: PredictionStabilityAnalysis

Prediction stability analysis

§feature_importance_ranking: Vec<FeatureImportanceRank>

Feature importance ranking from scenarios

Trait Implementations§

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impl Clone for ScenarioImpactAnalysis

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fn clone(&self) -> ScenarioImpactAnalysis

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 ScenarioImpactAnalysis

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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 ScenarioImpactAnalysis

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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 ScenarioImpactAnalysis

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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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