Struct ConformalAlert 

pub struct ConformalAlert { /* private fields */ }

Conformal alert threshold calibrator with e-process control.

Implementations

impl ConformalAlert

pub fn new(config: AlertConfig) -> Self

Create a new conformal alerter with given configuration.

pub fn calibrate(&mut self, value: f64)

Add a calibration sample.

Call this during the baseline/training phase to build the null distribution.

pub fn observe(&mut self, value: f64) -> AlertDecision

Observe a new value and return alert decision with evidence.

pub fn reset_eprocess(&mut self)

Reset the e-process state (but keep calibration).

pub fn clear_calibration(&mut self)

Clear calibration data.

pub fn stats(&self) -> AlertStats

Get current statistics.

pub fn logs(&self) -> &[AlertEvidence]

Get evidence logs (if logging enabled).

pub fn clear_logs(&mut self)

Clear evidence logs.

pub fn e_value(&self) -> f64

Current e-value.

pub fn threshold(&self) -> f64

Current conformal threshold.

pub fn mean(&self) -> f64

Calibration mean.

pub fn std(&self) -> f64

Calibration std.

pub fn calibration_count(&self) -> usize

Number of calibration samples.

pub fn alpha(&self) -> f64

Alpha (significance level).

Trait Implementations

impl Debug for ConformalAlert

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

Formats the value using the given formatter.