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FeatureSensitivityAnalysis

trustformers_debug::advanced_ml_debugging

Struct FeatureSensitivityAnalysis 

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pub struct FeatureSensitivityAnalysis {
    pub most_important_features: Vec<String>,
    pub least_important_features: Vec<String>,
    pub feature_interactions: HashMap<(String, String), f64>,
    pub feature_stability: HashMap<String, f64>,
}
Expand description

Feature-level sensitivity analysis

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§most_important_features: Vec<String>

Most important features

§least_important_features: Vec<String>

Least important features

§feature_interactions: HashMap<(String, String), f64>

Feature interaction importance

§feature_stability: HashMap<String, f64>

Feature stability analysis

Trait Implementations§

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impl Clone for FeatureSensitivityAnalysis

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fn clone(&self) -> FeatureSensitivityAnalysis

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 FeatureSensitivityAnalysis

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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 FeatureSensitivityAnalysis

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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 FeatureSensitivityAnalysis

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

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