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RelationMetrics

anno_eval::eval::relation

Struct RelationMetrics 

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pub struct RelationMetrics {
    pub boundary_f1: f64,
    pub boundary_precision: f64,
    pub boundary_recall: f64,
    pub strict_f1: f64,
    pub strict_precision: f64,
    pub strict_recall: f64,
    pub num_predicted: usize,
    pub num_gold: usize,
    pub boundary_matches: usize,
    pub strict_matches: usize,
    pub per_relation: HashMap<String, RelationTypeMetrics>,
}
Expand description

Metrics for relation extraction evaluation.

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§boundary_f1: f64

Boundary evaluation F1 (Rel): entity boundaries match

§boundary_precision: f64

Boundary precision

§boundary_recall: f64

Boundary recall

§strict_f1: f64

Strict evaluation F1 (Rel+): exact entity match

§strict_precision: f64

Strict precision

§strict_recall: f64

Strict recall

§num_predicted: usize

Total predicted relations

§num_gold: usize

Total gold relations

§boundary_matches: usize

Boundary matches

§strict_matches: usize

Strict matches

§per_relation: HashMap<String, RelationTypeMetrics>

Per-relation-type breakdown

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impl RelationMetrics

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pub fn to_string_human(&self, verbose: bool) -> String

Generate human-readable string representation.

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impl Clone for RelationMetrics

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fn clone(&self) -> RelationMetrics

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 RelationMetrics

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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 RelationMetrics

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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 Display for RelationMetrics

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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 Serialize for RelationMetrics

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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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