Struct DriftDetectionAnalyzer 

pub struct DriftDetectionAnalyzer { /* private fields */ }

Analyzer for drift detection evaluation.

Implementations

impl DriftDetectionAnalyzer

pub fn new(significance_level: f64) -> Self

Create a new drift detection analyzer.

pub fn with_window_size(self, size: usize) -> Self

Set the rolling window size.

pub fn with_min_magnitude(self, threshold: f64) -> Self

Set the minimum magnitude threshold.

pub fn with_hellinger(self, enabled: bool) -> Self

Enable or disable Hellinger distance calculation.

pub fn with_psi(self, enabled: bool) -> Self

Enable or disable PSI calculation.

pub fn analyze( &self, entries: &[DriftDetectionEntry], ) -> EvalResult<DriftDetectionAnalysis>

Analyze drift detection entries.

pub fn analyze_labeled_events( &self, events: &[LabeledDriftEvent], ) -> EvalResult<LabeledEventAnalysis>

Analyze labeled drift events for quality.

Trait Implementations

impl Clone for DriftDetectionAnalyzer

fn clone(&self) -> DriftDetectionAnalyzer

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for DriftDetectionAnalyzer

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

Formats the value using the given formatter.

impl Default for DriftDetectionAnalyzer

fn default() -> Self

Returns the “default value” for a type.