pub struct FeatureContribution {
pub name: String,
pub value: f32,
pub contribution: f32,
pub importance: f32,
}Expand description
SHAP-style feature contribution for AI decision explainability.
Based on Lundberg & Lee (2017) SHAP values - shows how each input feature contributed to the final decision (paddle velocity).
Fields§
§name: StringFeature name
value: f32Raw feature value
contribution: f32Contribution to output (positive = move down, negative = move up)
importance: f32Normalized importance (0.0 - 1.0) for bar visualization
Trait Implementations§
Source§impl Clone for FeatureContribution
impl Clone for FeatureContribution
Source§fn clone(&self) -> FeatureContribution
fn clone(&self) -> FeatureContribution
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 FeatureContribution
impl Debug for FeatureContribution
Source§impl Default for FeatureContribution
impl Default for FeatureContribution
Source§fn default() -> FeatureContribution
fn default() -> FeatureContribution
Returns the “default value” for a type. Read more
Source§impl<'de> Deserialize<'de> for FeatureContribution
impl<'de> Deserialize<'de> for FeatureContribution
Source§fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>where
__D: Deserializer<'de>,
fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>where
__D: Deserializer<'de>,
Deserialize this value from the given Serde deserializer. Read more
Auto Trait Implementations§
impl Freeze for FeatureContribution
impl RefUnwindSafe for FeatureContribution
impl Send for FeatureContribution
impl Sync for FeatureContribution
impl Unpin for FeatureContribution
impl UnwindSafe for FeatureContribution
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 more