Struct VarSelectResult 

#[non_exhaustive]
pub struct VarSelectResult {
    pub active_predictors: Vec<bool>,
    pub coefficients: Vec<Vec<f64>>,
    pub fitted_values: Vec<f64>,
    pub residuals: Vec<f64>,
    pub intercept: f64,
    pub lambda: f64,
    pub r_squared: f64,
    pub iterations: usize,
    pub converged: bool,
    pub fpcas: Vec<FpcaResult>,
}

Result of variable_selection.

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.

active_predictors: Vec<bool>

Whether each functional predictor is active (length P).

coefficients: Vec<Vec<f64>>

Group-lasso coefficient vector per predictor (P × K_p).

fitted_values: Vec<f64>

Fitted values ŷ (length n).

residuals: Vec<f64>

Residuals y − ŷ (length n).

intercept: f64

Intercept (mean response).

lambda: f64

Selected or provided λ.

r_squared: f64

R² statistic.

iterations: usize

Coordinate-descent iterations performed.

converged: bool

Whether the coordinate-descent loop converged.

fpcas: Vec<FpcaResult>

FPCA result for each predictor (for projecting new data).

Trait Implementations

impl Clone for VarSelectResult

fn clone(&self) -> VarSelectResult

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for VarSelectResult

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

Formats the value using the given formatter.

impl PartialEq for VarSelectResult

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

Equality operator ==.

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

Inequality operator !=.

impl StructuralPartialEq for VarSelectResult