pub struct StabilityAnalysisResult {
pub beta_t_std: Vec<f64>,
pub coefficient_std: Vec<f64>,
pub metric_std: f64,
pub beta_t_cv: Vec<f64>,
pub importance_stability: f64,
pub n_boot_success: usize,
}Expand description
Result of bootstrap stability analysis.
Fields§
§beta_t_std: Vec<f64>Pointwise std of β(t) across bootstraps (length m).
coefficient_std: Vec<f64>Std of FPC coefficients γ_k across bootstraps (length ncomp).
metric_std: f64Std of R² or accuracy across bootstraps.
beta_t_cv: Vec<f64>Coefficient of variation of β(t): std / |mean| (length m).
importance_stability: f64Mean Spearman rank correlation of FPC importance rankings.
n_boot_success: usizeNumber of successful bootstrap refits.
Auto Trait Implementations§
impl Freeze for StabilityAnalysisResult
impl RefUnwindSafe for StabilityAnalysisResult
impl Send for StabilityAnalysisResult
impl Sync for StabilityAnalysisResult
impl Unpin for StabilityAnalysisResult
impl UnsafeUnpin for StabilityAnalysisResult
impl UnwindSafe for StabilityAnalysisResult
Blanket Implementations§
Source§impl<T> BorrowMut<T> for Twhere
T: ?Sized,
impl<T> BorrowMut<T> for Twhere
T: ?Sized,
Source§fn borrow_mut(&mut self) -> &mut T
fn borrow_mut(&mut self) -> &mut T
Mutably borrows from an owned value. Read more
Source§impl<T> IntoEither for T
impl<T> IntoEither for T
Source§fn into_either(self, into_left: bool) -> Either<Self, Self>
fn into_either(self, into_left: bool) -> Either<Self, Self>
Converts
self into a Left variant of Either<Self, Self>
if into_left is true.
Converts self into a Right variant of Either<Self, Self>
otherwise. Read moreSource§fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
Converts
self into a Left variant of Either<Self, Self>
if into_left(&self) returns true.
Converts self into a Right variant of Either<Self, Self>
otherwise. Read moreSource§impl<T> Pointable for T
impl<T> Pointable for T
Source§impl<SS, SP> SupersetOf<SS> for SPwhere
SS: SubsetOf<SP>,
impl<SS, SP> SupersetOf<SS> for SPwhere
SS: SubsetOf<SP>,
Source§fn to_subset(&self) -> Option<SS>
fn to_subset(&self) -> Option<SS>
The inverse inclusion map: attempts to construct
self from the equivalent element of its
superset. Read moreSource§fn is_in_subset(&self) -> bool
fn is_in_subset(&self) -> bool
Checks if
self is actually part of its subset T (and can be converted to it).Source§fn to_subset_unchecked(&self) -> SS
fn to_subset_unchecked(&self) -> SS
Use with care! Same as
self.to_subset but without any property checks. Always succeeds.Source§fn from_subset(element: &SS) -> SP
fn from_subset(element: &SS) -> SP
The inclusion map: converts
self to the equivalent element of its superset.