pub struct ConditionalPermutationImportanceResult {
pub importance: Vec<f64>,
pub baseline_metric: f64,
pub permuted_metric: Vec<f64>,
pub unconditional_importance: Vec<f64>,
}Expand description
Result of conditional permutation importance.
Fields§
§importance: Vec<f64>Conditional importance per FPC component, length ncomp.
baseline_metric: f64Baseline metric (R^2 or accuracy).
permuted_metric: Vec<f64>Mean metric after conditional permutation, length ncomp.
unconditional_importance: Vec<f64>Unconditional (standard) permutation importance for comparison, length ncomp.
Trait Implementations§
Source§impl Clone for ConditionalPermutationImportanceResult
impl Clone for ConditionalPermutationImportanceResult
Source§fn clone(&self) -> ConditionalPermutationImportanceResult
fn clone(&self) -> ConditionalPermutationImportanceResult
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 PartialEq for ConditionalPermutationImportanceResult
impl PartialEq for ConditionalPermutationImportanceResult
Source§fn eq(&self, other: &ConditionalPermutationImportanceResult) -> bool
fn eq(&self, other: &ConditionalPermutationImportanceResult) -> bool
Tests for
self and other values to be equal, and is used by ==.impl StructuralPartialEq for ConditionalPermutationImportanceResult
Auto Trait Implementations§
impl Freeze for ConditionalPermutationImportanceResult
impl RefUnwindSafe for ConditionalPermutationImportanceResult
impl Send for ConditionalPermutationImportanceResult
impl Sync for ConditionalPermutationImportanceResult
impl Unpin for ConditionalPermutationImportanceResult
impl UnsafeUnpin for ConditionalPermutationImportanceResult
impl UnwindSafe for ConditionalPermutationImportanceResult
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.