Struct ProbabilisticPredictionProvider 

pub struct ProbabilisticPredictionProvider;

Probabilistic prediction provider for classification

Trait Implementations

impl Debug for ProbabilisticPredictionProvider

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

Formats the value using the given formatter.

impl PredictionProvider for ProbabilisticPredictionProvider

fn predict( &self, features: &Array2<Float>, coefficients: &Array1<Float>, intercept: Option<Float>, ) -> Result<Array1<Float>>

fn supports_confidence_intervals(&self) -> bool

Check if this provider supports confidence intervals

fn predict_with_confidence( &self, features: &Array2<Float>, coefficients: &Array1<Float>, intercept: Option<Float>, confidence_level: Float, ) -> Result<PredictionWithConfidence>

fn name(&self) -> &'static str

Get the name of this prediction provider

fn predict_with_uncertainty( &self, features: &Array2<Float>, coefficients: &Array1<Float>, intercept: Option<Float>, ) -> Result<PredictionWithUncertainty>

Prediction with uncertainty quantification (if supported)

fn supports_uncertainty_quantification(&self) -> bool

Check if this provider supports uncertainty quantification