Shrinkage

shrinkage::ValidationFit

Shrinkage for Rust · rust · 0.3.0

Source: src/cross_validation.rs

pub trait ValidationFit

Prediction and convergence capabilities of a univariate fitted model.

Methods

predict

Source: src/cross_validation.rs

fn predict<M: RawColumns<f64> + ?Sized>(
    &self,
    design: &M
) -> Result<Vec<f64>, FitError>

Predict original-scale linear predictors from raw held-out columns.

Errors

Reject invalid dimensions, entries, or prediction arithmetic.

termination

Source: src/cross_validation.rs

fn termination(&self) -> Termination

Report convergence under the solver's selected stopping criterion.

Implementation of ValidationFit

Source: src/cross_validation.rs

impl ValidationFit for shrinkage::HybridFit

Implementation of ValidationFit

Source: src/cross_validation.rs

impl ValidationFit for shrinkage::IrlsFit

Implementation of ValidationFit

Source: src/cross_validation.rs

impl ValidationFit for shrinkage::LassoFit

Implementation of ValidationFit

Source: src/cross_validation.rs

impl ValidationFit for shrinkage::ProximalFit