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ConformalRegressionResult

fdars_core::conformal

Struct ConformalRegressionResult 

Source 
#[non_exhaustive]
pub struct ConformalRegressionResult {
    pub predictions: Vec<f64>,
    pub lower: Vec<f64>,
    pub upper: Vec<f64>,
    pub residual_quantile: f64,
    pub coverage: f64,
    pub calibration_scores: Vec<f64>,
    pub method: ConformalMethod,
}
Expand description

Conformal prediction intervals for regression.

Fields (Non-exhaustive)§

This struct is marked as 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>

Point predictions on test data.

§lower: Vec<f64>

Lower bounds of prediction intervals.

§upper: Vec<f64>

Upper bounds of prediction intervals.

§residual_quantile: f64

Quantile of calibration residuals.

§coverage: f64

Empirical coverage on calibration set.

§calibration_scores: Vec<f64>

Absolute residuals on calibration set.

§method: ConformalMethod

Method used.

Trait Implementations§

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impl Clone for ConformalRegressionResult

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fn clone(&self) -> ConformalRegressionResult

Returns a duplicate of the value. Read more
1.0.0 · Source§

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

Performs copy-assignment from source. Read more
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impl Debug for ConformalRegressionResult

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

Formats the value using the given formatter. Read more

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🔬This is a nightly-only experimental API. (clone_to_uninit)
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