Struct CalibratedDefectPredictor 

pub struct CalibratedDefectPredictor { /* private fields */ }

Calibrated Defect Predictor using Bayesian inference + Isotonic calibration

Phase 7: Provides calibrated probabilities with confidence intervals

Implementations

impl CalibratedDefectPredictor

pub fn new() -> Self

Create new calibrated predictor

pub fn with_prior_variance(self, variance: f32) -> Self

Set prior variance for uncertainty estimation

pub fn fit(&mut self, files: &[FileFeatures], labels: &[bool]) -> Result<()>

Fit the predictor on labeled data

Splits data into training (for ensemble) and calibration sets.

pub fn predict(&self, features: &FileFeatures) -> CalibratedPrediction

Predict with uncertainty quantification

pub fn evaluate( &self, test_files: &[FileFeatures], test_labels: &[bool], ) -> CalibrationMetrics

Evaluate calibration quality on test set

pub fn is_fitted(&self) -> bool

Check if model is fitted

Trait Implementations

impl Default for CalibratedDefectPredictor

fn default() -> Self

Returns the “default value” for a type.