Struct StabilityResult 

#[non_exhaustive]
pub struct StabilityResult {
    pub selection_freq: Vec<f64>,
    pub stable_set: Vec<usize>,
    pub pi_thr: f64,
    pub pfer_bound: f64,
    pub n_resamples: usize,
}

Result of FDboost-style stability selection (REG-06-05).

Aggregates base-learner selection frequencies over B subsamples of size ⌊n/2⌋. The PFER bound is informational: E[V] ≤ q² / ((2·π_thr − 1)·p).

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.

selection_freq: Vec<f64>

Selection frequency π̂[j] ∈ [0, 1] for each base-learner j = 0..p.

stable_set: Vec<usize>

Indices j where π̂[j] ≥ pi_thr (the “stable set”).

pi_thr: f64

Threshold π used.

pfer_bound: f64

PFER upper bound: q² / ((2·pi_thr − 1)·p) where q = mean per-subsample selection count.

n_resamples: usize

Number of resamples B used.

Trait Implementations

impl Clone for StabilityResult

fn clone(&self) -> StabilityResult

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for StabilityResult

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

Formats the value using the given formatter.

impl PartialEq for StabilityResult

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

Equality operator ==.

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

Inequality operator !=.

impl StructuralPartialEq for StabilityResult