Struct CrossValidationUncertainty 

pub struct CrossValidationUncertainty { /* private fields */ }

Cross-validation based uncertainty estimation

Provides uncertainty estimates using leave-one-out cross-validation or k-fold cross-validation.

Implementations

impl CrossValidationUncertainty

pub fn new(_kfolds: usize) -> Self

Create a new cross-validation uncertainty estimator

pub fn with_seed(self, seed: u64) -> Self

Set random seed for reproducible fold assignment

pub fn estimate_uncertainty<T, F>( &self, x: &ArrayView1<'_, T>, y: &ArrayView1<'_, T>, xnew: &ArrayView1<'_, T>, interpolator_factory: F, ) -> InterpolateResult<(Array1<T>, Array1<T>)>

where T: Clone + Copy + Float + FromPrimitive + Sum, F: Fn(&ArrayView1<'_, T>, &ArrayView1<'_, T>, &ArrayView1<'_, T>) -> InterpolateResult<Array1<T>>,

Estimate uncertainty using cross-validation