Struct ConformalPredictionResult 

#[non_exhaustive]
pub struct ConformalPredictionResult {
    pub predictions: Vec<f64>,
    pub lower: Vec<f64>,
    pub upper: Vec<f64>,
    pub residual_quantile: f64,
    pub coverage: f64,
    pub calibration_scores: Vec<f64>,
}

Result of split-conformal prediction.

Fields (Non-exhaustive)

Non-exhaustive structs could have additional fields added in future. Therefore, non-exhaustive structs cannot be constructed in external crates using the traditional Struct { .. } syntax; cannot be matched against without a wildcard ..; and struct update syntax will not work.

predictions: Vec<f64>

Predictions on test data (length n_test).

lower: Vec<f64>

Lower bounds of prediction intervals (length n_test).

upper: Vec<f64>

Upper bounds of prediction intervals (length n_test).

residual_quantile: f64

Quantile of calibration residuals.

coverage: f64

Empirical coverage on the calibration set.

calibration_scores: Vec<f64>

Absolute residuals on calibration set.

Trait Implementations

impl Clone for ConformalPredictionResult

fn clone(&self) -> ConformalPredictionResult

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for ConformalPredictionResult

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

Formats the value using the given formatter.

impl PartialEq for ConformalPredictionResult

fn eq(&self, other: &ConformalPredictionResult) -> bool

Tests for self and other values to be equal, and is used by ==.

fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl StructuralPartialEq for ConformalPredictionResult