Struct DriftDetector 

pub struct DriftDetector { /* private fields */ }

Drift detection for concept drift in streaming data

Implementations

impl DriftDetector

pub fn new(drift_threshold: f64, warning_threshold: f64) -> Self

Create new drift detector

pub fn update(&mut self, is_error: bool)

Update with a new prediction result

pub fn is_drift_detected(&self) -> bool

Check if drift is detected

pub fn is_warning_detected(&self) -> bool

Check if warning is detected

pub fn reset(&mut self)

Reset the drift detector

pub fn current_error_rate(&self) -> f64

Get current error rate

Trait Implementations

impl Debug for DriftDetector

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

Formats the value using the given formatter.