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BiasMetrics

trustformers_debug::llm_debugging

Struct BiasMetrics 

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pub struct BiasMetrics {
    pub overall_bias_score: f32,
    pub bias_category_scores: HashMap<BiasCategory, f32>,
    pub demographic_fairness: HashMap<String, f32>,
    pub representation_bias: f32,
    pub stereotype_propagation: f32,
    pub bias_amplification: f32,
    pub fairness_violations: usize,
}
Expand description

Metrics for bias detection

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§overall_bias_score: f32§bias_category_scores: HashMap<BiasCategory, f32>§demographic_fairness: HashMap<String, f32>§representation_bias: f32§stereotype_propagation: f32§bias_amplification: f32§fairness_violations: usize

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impl Clone for BiasMetrics

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fn clone(&self) -> BiasMetrics

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 BiasMetrics

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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 BiasMetrics

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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 BiasMetrics

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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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