Struct NERQueryMetrics 

pub struct NERQueryMetrics {
    pub text: String,
    pub test_case_id: Option<String>,
    pub precision: MetricValue,
    pub recall: MetricValue,
    pub f1: MetricValue,
    pub per_type: HashMap<String, TypeMetrics>,
    pub found: usize,
    pub expected: usize,
    pub correct: usize,
    pub tokens_per_second: f64,
}

Per-test-case NER evaluation metrics.

Type-safe metrics using MetricValue for compile-time guarantees.

Fields

text: String

Test case text

test_case_id: Option<String>

Optional test case ID

precision: MetricValue

Precision (type-safe, bounded 0.0-1.0)

recall: MetricValue

Recall (type-safe, bounded 0.0-1.0)

f1: MetricValue

F1 score (type-safe, bounded 0.0-1.0)

per_type: HashMap<String, TypeMetrics>

Per-entity-type metrics

found: usize

Number of entities found

expected: usize

Number of entities expected

correct: usize

Number of correct predictions

tokens_per_second: f64

Processing speed (tokens per second)

Trait Implementations

impl Clone for NERQueryMetrics

fn clone(&self) -> NERQueryMetrics

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for NERQueryMetrics

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for NERQueryMetrics

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for NERQueryMetrics

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>

where __S: Serializer,

Serialize this value into the given Serde serializer.