pub struct ConformalConfig {
pub cal_fraction: f64,
pub alpha: f64,
pub seed: u64,
}Expand description
Configuration for split-conformal prediction.
Collects the common tuning parameters shared by all conformal prediction
functions, with sensible defaults obtained via ConformalConfig::default().
§Example
use fdars_core::conformal::ConformalConfig;
let config = ConformalConfig {
alpha: 0.05, // 95% coverage
..ConformalConfig::default()
};Fields§
§cal_fraction: f64Fraction of data reserved for calibration (default: 0.25).
alpha: f64Miscoverage level, e.g. 0.1 for 90% intervals (default: 0.1).
seed: u64Random seed for the calibration/training split (default: 42).
Trait Implementations§
Source§impl Clone for ConformalConfig
impl Clone for ConformalConfig
Source§fn clone(&self) -> ConformalConfig
fn clone(&self) -> ConformalConfig
Returns a duplicate of the value. Read more
1.0.0 · Source§fn clone_from(&mut self, source: &Self)
fn clone_from(&mut self, source: &Self)
Performs copy-assignment from
source. Read moreSource§impl Debug for ConformalConfig
impl Debug for ConformalConfig
Auto Trait Implementations§
impl Freeze for ConformalConfig
impl RefUnwindSafe for ConformalConfig
impl Send for ConformalConfig
impl Sync for ConformalConfig
impl Unpin for ConformalConfig
impl UnsafeUnpin for ConformalConfig
impl UnwindSafe for ConformalConfig
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> CloneToUninit for Twhere
T: Clone,
impl<T> CloneToUninit for Twhere
T: Clone,
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.