Struct CalibrationAwareSelector 

pub struct CalibrationAwareSelector { /* private fields */ }

Calibration-aware model selection Selects the best calibration method for a given model based on validation performance

Implementations

impl CalibrationAwareSelector

pub fn new(n_folds: usize, is_binary: bool) -> Self

Create a new calibration-aware selector

pub fn with_strategy(self, strategy: SelectionStrategy) -> Self

Set selection strategy

pub fn select_binary( &self, probabilities: &Array1<f64>, labels: &Array1<usize>, ) -> Result<EnsembleSelectionResult>

Select best calibration method for binary classification

pub fn generate_selection_report( &self, result: &EnsembleSelectionResult, ) -> String

Generate a detailed report of calibration method comparison

Trait Implementations

impl Clone for CalibrationAwareSelector

fn clone(&self) -> CalibrationAwareSelector

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for CalibrationAwareSelector

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

Formats the value using the given formatter.