pub struct InterpretabilityMetrics {
pub feature_importance_clarity: f64,
pub feature_interaction_complexity: f64,
pub model_transparency: f64,
pub explanation_quality: f64,
}Expand description
Interpretability metrics
Fields§
§feature_importance_clarity: f64§feature_interaction_complexity: f64§model_transparency: f64§explanation_quality: f64Implementations§
Source§impl InterpretabilityMetrics
impl InterpretabilityMetrics
Sourcepub fn new(
feature_importance_clarity: f64,
feature_interaction_complexity: f64,
model_transparency: f64,
explanation_quality: f64,
) -> Self
pub fn new( feature_importance_clarity: f64, feature_interaction_complexity: f64, model_transparency: f64, explanation_quality: f64, ) -> Self
Create a new interpretability assessment
Sourcepub fn interpretability_score(&self) -> f64
pub fn interpretability_score(&self) -> f64
Compute overall interpretability score
Sourcepub fn assess_interpretability(&self) -> &'static str
pub fn assess_interpretability(&self) -> &'static str
Assess interpretability level
Trait Implementations§
Source§impl Clone for InterpretabilityMetrics
impl Clone for InterpretabilityMetrics
Source§fn clone(&self) -> InterpretabilityMetrics
fn clone(&self) -> InterpretabilityMetrics
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 moreAuto Trait Implementations§
impl Freeze for InterpretabilityMetrics
impl RefUnwindSafe for InterpretabilityMetrics
impl Send for InterpretabilityMetrics
impl Sync for InterpretabilityMetrics
impl Unpin for InterpretabilityMetrics
impl UnwindSafe for InterpretabilityMetrics
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Source§impl<T> BorrowMut<T> for Twhere
T: ?Sized,
impl<T> BorrowMut<T> for Twhere
T: ?Sized,
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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
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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
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if into_left is true.
Converts self into a Right variant of Either<Self, Self>
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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>
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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
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Checks if
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Use with care! Same as
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fn from_subset(element: &SS) -> SP
The inclusion map: converts
self to the equivalent element of its superset.