Enum AveragingMode 

pub enum AveragingMode {
    Micro,
    Macro,
    Weighted,
}

Averaging mode for NER metrics.

Following seqeval conventions:

• Micro: Calculate metrics globally by counting total TP, FP, FN (default, recommended)
• Macro: Calculate metrics per test case, then average (gives equal weight to each case)
• Weighted: Like macro, but weighted by support (number of expected entities per case)

Variants

Micro

Calculate globally: total_correct / total_predicted (default, standard for NER)

Macro

Average per-case metrics (equal weight to each test case, regardless of size)

Weighted

Average per-case metrics weighted by support (number of expected entities)

Trait Implementations

impl Clone for AveragingMode

fn clone(&self) -> AveragingMode

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Copy for AveragingMode

impl Debug for AveragingMode

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

Formats the value using the given formatter.

impl Default for AveragingMode

fn default() -> AveragingMode

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for AveragingMode

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Eq for AveragingMode

impl PartialEq for AveragingMode

fn eq(&self, other: &AveragingMode) -> bool

Tests for self and other values to be equal, and is used by ==.

fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl Serialize for AveragingMode

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

where __S: Serializer,

Serialize this value into the given Serde serializer.

impl StructuralPartialEq for AveragingMode