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FeatureImportanceRank

trustformers_debug::simulation_tools::what_if_analysis

Struct FeatureImportanceRank 

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pub struct FeatureImportanceRank {
    pub feature_name: String,
    pub importance_score: f64,
    pub rank: usize,
    pub avg_impact: f64,
    pub change_frequency: usize,
}
Expand description

Feature importance rank from scenario analysis

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§feature_name: String

Feature name

§importance_score: f64

Importance score

§rank: usize

Rank (1 = most important)

§avg_impact: f64

Average impact when changed

§change_frequency: usize

Number of scenarios where this feature was changed

Trait Implementations§

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impl Clone for FeatureImportanceRank

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fn clone(&self) -> FeatureImportanceRank

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 FeatureImportanceRank

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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 FeatureImportanceRank

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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 FeatureImportanceRank

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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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