CalibrationMetrics

reasonkit::thinktool::benchmark

Struct CalibrationMetrics 

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pub struct CalibrationMetrics {
    pub brier_score: f32,
    pub ece: f32,
    pub overconfidence_ratio: f32,
    pub confidence_bins: Vec<ConfidenceBin>,
}
Expand description

Calibration metrics for confidence assessment

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§brier_score: f32

Brier score (lower is better, 0 = perfect)

§ece: f32

Expected calibration error

§overconfidence_ratio: f32

Overconfidence ratio (predictions with high conf but wrong)

§confidence_bins: Vec<ConfidenceBin>

Confidence histogram bins

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Trait Implementations§

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impl Clone for CalibrationMetrics

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fn clone(&self) -> CalibrationMetrics

Returns a duplicate of the value. Read more
1.0.0 · Source§

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for CalibrationMetrics

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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 Default for CalibrationMetrics

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fn default() -> CalibrationMetrics

Returns the “default value” for a type. Read more
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impl<'de> Deserialize<'de> for CalibrationMetrics

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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 CalibrationMetrics

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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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