Struct CalibrationTracker 

pub struct CalibrationTracker {
    pub config: CalibrationConfig,
    /* private fields */
}

Calibration tracker

Fields

config: CalibrationConfig

Implementations

impl CalibrationTracker

pub fn new() -> Self

pub fn with_config(config: CalibrationConfig) -> Self

pub fn record(&mut self, prediction: Prediction)

Record a prediction

pub fn record_batch(&mut self, predictions: Vec<Prediction>)

Record multiple predictions

pub fn count(&self) -> usize

Get number of predictions

pub fn clear(&mut self)

Clear all predictions

pub fn brier_score(&self) -> f32

Compute Brier score

pub fn ece(&self) -> f32

Compute Expected Calibration Error

pub fn mce(&self) -> f32

Compute Maximum Calibration Error

pub fn accuracy(&self) -> f32

Overall accuracy

pub fn avg_confidence(&self) -> f32

Average confidence

pub fn generate_report(&self) -> CalibrationReport

Generate full calibration report

Trait Implementations

impl Default for CalibrationTracker

fn default() -> Self

Returns the “default value” for a type.