Struct BasisNbasisCvConfig 

pub struct BasisNbasisCvConfig {
    pub basis_type: BasisType,
    pub nbasis_range: (usize, usize),
    pub lambda: f64,
    pub lfd_order: usize,
    pub n_folds: usize,
    pub criterion: BasisCriterion,
}

Configuration for cross-validation-based basis selection.

Collects all tuning parameters for basis_nbasis_cv_with_config, with sensible defaults obtained via BasisNbasisCvConfig::default().

Example

use fdars_core::smooth_basis::{BasisNbasisCvConfig, BasisType, BasisCriterion};

let config = BasisNbasisCvConfig {
    nbasis_range: (5, 25),
    criterion: BasisCriterion::Aic,
    ..BasisNbasisCvConfig::default()
};

Fields

basis_type: BasisType

Basis type (default: BSpline with order 4).

nbasis_range: (usize, usize)

Range of nbasis values to try, inclusive (default: (5, 30)).

lambda: f64

Roughness penalty lambda (default: 1e-4).

lfd_order: usize

Penalty order (default: 2).

n_folds: usize

Number of CV folds (default: 5). Only used when criterion is Cv.

criterion: BasisCriterion

Selection criterion (default: Gcv).

Trait Implementations

impl Clone for BasisNbasisCvConfig

fn clone(&self) -> BasisNbasisCvConfig

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for BasisNbasisCvConfig

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

Formats the value using the given formatter.

impl Default for BasisNbasisCvConfig

fn default() -> Self

Returns the “default value” for a type.

impl PartialEq for BasisNbasisCvConfig

fn eq(&self, other: &BasisNbasisCvConfig) -> 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 BasisNbasisCvConfig