Struct MultiRunResults 

pub struct MultiRunResults {
    pub precision: MetricWithVariance,
    pub recall: MetricWithVariance,
    pub f1: MetricWithVariance,
    pub macro_f1: Option<MetricWithVariance>,
    pub per_type_f1: HashMap<String, MetricWithVariance>,
    pub throughput: MetricWithVariance,
    pub individual_runs: Vec<NEREvaluationResults>,
    pub config: MultiRunConfig,
    pub seeds: Vec<u64>,
}

Results from multi-run evaluation.

All metrics are reported with mean ± std and confidence intervals.

Fields

precision: MetricWithVariance

Precision with variance

recall: MetricWithVariance

Recall with variance

f1: MetricWithVariance

F1 with variance

macro_f1: Option<MetricWithVariance>

Macro F1 with variance (if available)

per_type_f1: HashMap<String, MetricWithVariance>

Per-type F1 with variance

throughput: MetricWithVariance

Tokens per second with variance

individual_runs: Vec<NEREvaluationResults>

Individual run results (for detailed analysis)

config: MultiRunConfig

Configuration used

seeds: Vec<u64>

Seeds used for each run

Implementations

impl MultiRunResults

pub fn format_summary(&self) -> String

Format as a human-readable summary table.

pub fn is_stable(&self, threshold: f64) -> bool

Check if results are statistically stable.

Returns true if coefficient of variation < threshold.

Trait Implementations

impl Clone for MultiRunResults

fn clone(&self) -> MultiRunResults

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for MultiRunResults

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for MultiRunResults

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for MultiRunResults

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

where __S: Serializer,

Serialize this value into the given Serde serializer.