StatisticalAnalysis

trustformers_debug::differential_debugging

Struct StatisticalAnalysis 

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pub struct StatisticalAnalysis {
    pub p_values: HashMap<String, f64>,
    pub effect_sizes: HashMap<String, f64>,
    pub confidence_intervals: HashMap<String, (f64, f64)>,
    pub significance_summary: HashMap<String, bool>,
}
Expand description

Statistical analysis of comparisons

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§p_values: HashMap<String, f64>

P-values for metric comparisons

§effect_sizes: HashMap<String, f64>

Effect sizes (Cohen’s d)

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

Confidence intervals

§significance_summary: HashMap<String, bool>

Statistical significance summary

Trait Implementations§

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impl Clone for StatisticalAnalysis

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fn clone(&self) -> StatisticalAnalysis

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 StatisticalAnalysis

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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 StatisticalAnalysis

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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 StatisticalAnalysis

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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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