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SoftEvaluator

anno_eval::eval::annotator

Struct SoftEvaluator 

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pub struct SoftEvaluator {
    pub min_agreement: f64,
}
Expand description

Compute soft F1 that accounts for annotator disagreement.

Traditional F1 treats all gold annotations as equally certain. Soft F1 weights matches by annotator agreement.

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§min_agreement: f64

Minimum agreement threshold to count as gold

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impl SoftEvaluator

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pub fn new(min_agreement: f64) -> Self

Create a new soft evaluator.

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pub fn evaluate( &self, predictions: &[Annotation], gold_with_confidence: &[(Annotation, f64)], ) -> SoftMetrics

Compute soft precision/recall/F1.

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impl Clone for SoftEvaluator

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fn clone(&self) -> SoftEvaluator

Returns a duplicate of the value. Read more
1.0.0 (const: unstable) · Source§

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

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

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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 SoftEvaluator

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fn default() -> SoftEvaluator

Returns the “default value” for a type. Read more

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impl<T> Any for T
where T: 'static + ?Sized,

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where T: ?Sized,

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fn borrow_mut(&mut self) -> &mut T

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impl<T> CloneToUninit for T
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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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impl<T> From<T> for T

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fn instrument(self, span: Span) -> Instrumented<Self>

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Calls U::from(self).

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Converts self into a Left variant of Either<Self, Self> if into_left is true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more
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type Init = T

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