Struct OODDetector 

pub struct OODDetector { /* private fields */ }

Detector for out-of-distribution entities.

Implementations

impl OODDetector

pub fn new(config: OODConfig) -> Self

Create a new OOD detector with given configuration.

pub fn fit(self, training_entities: &[impl AsRef<str>]) -> Self

Fit the detector on training entity texts.

pub fn fit_with_types( self, training_data: &[(impl AsRef<str>, impl AsRef<str>)], ) -> Self

Fit with entity types for distribution tracking.

pub fn is_ood(&self, entity_text: &str) -> bool

Check if a single entity is OOD.

pub fn check_ood(&self, entity_text: &str, confidence: Option<f64>) -> OODStatus

Check OOD status with detailed information.

pub fn analyze( &self, test_entities: &[(impl AsRef<str>, Option<f64>)], ) -> OODAnalysisResults

Analyze OOD statistics for a test dataset.

Trait Implementations

impl Clone for OODDetector

fn clone(&self) -> OODDetector

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for OODDetector

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

Formats the value using the given formatter.

impl Default for OODDetector

fn default() -> Self

Returns the “default value” for a type.