Struct InterDocCorefMetrics

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pub struct InterDocCorefMetrics {
    pub cluster_purity: f64,
    pub cluster_completeness: f64,
    pub num_pred_identities: usize,
    pub num_gold_identities: usize,
    pub num_correct: usize,
    pub num_total: usize,
}

Expand description

Metrics for inter-document coreference resolution quality.

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§cluster_purity: f64

Cluster purity: average fraction of tracks in each identity that are correct

§cluster_completeness: f64

Cluster completeness: average fraction of correct tracks that are in the same identity

§num_pred_identities: usize

Number of predicted identities

§num_gold_identities: usize

Number of gold identities

§num_correct: usize

Number of tracks correctly clustered

§num_total: usize

Total number of tracks

Implementations§

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impl InterDocCorefMetrics

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pub fn compute(predicted: &[Identity], gold: &[Vec<TrackRef>]) -> Self

Compute metrics comparing predicted identities to gold standard.

§Arguments

predicted - Predicted identities from corpus
gold - Gold standard identities (track_refs grouped by identity)

§Returns

Metrics with purity, completeness, and counts.

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pub fn f1(&self) -> f64

Compute F1 score from purity and completeness.

Trait Implementations§

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impl Clone for InterDocCorefMetrics

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fn clone(&self) -> InterDocCorefMetrics

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 InterDocCorefMetrics

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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 InterDocCorefMetrics

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fn default() -> Self

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

Auto Trait Implementations§

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impl UnwindSafe for InterDocCorefMetrics

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impl<T> Any for T
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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)

Performs copy-assignment from self to dest. Read more

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

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