pub struct FeatureAttributionResult {
pub timestamp: DateTime<Utc>,
pub attribution_by_method: HashMap<AttributionMethod, AttributionMethodResult>,
pub consensus_attribution: Vec<FeatureAttribution>,
pub method_agreement: MethodAgreementAnalysis,
pub top_features: Vec<TopFeature>,
pub visualization_data: AttributionVisualizationData,
}Expand description
Feature attribution analysis result
Fields§
§timestamp: DateTime<Utc>Analysis timestamp
attribution_by_method: HashMap<AttributionMethod, AttributionMethodResult>Attribution results by method
consensus_attribution: Vec<FeatureAttribution>Consensus attribution (averaged across methods)
method_agreement: MethodAgreementAnalysisAttribution agreement analysis
top_features: Vec<TopFeature>Top attributed features
visualization_data: AttributionVisualizationDataAttribution visualization data
Trait Implementations§
Source§impl Clone for FeatureAttributionResult
impl Clone for FeatureAttributionResult
Source§fn clone(&self) -> FeatureAttributionResult
fn clone(&self) -> FeatureAttributionResult
Returns a duplicate of the value. Read more
1.0.0 (const: unstable) · 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 FeatureAttributionResult
impl Debug for FeatureAttributionResult
Source§impl<'de> Deserialize<'de> for FeatureAttributionResult
impl<'de> Deserialize<'de> for FeatureAttributionResult
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 FeatureAttributionResult
impl RefUnwindSafe for FeatureAttributionResult
impl Send for FeatureAttributionResult
impl Sync for FeatureAttributionResult
impl Unpin for FeatureAttributionResult
impl UnsafeUnpin for FeatureAttributionResult
impl UnwindSafe for FeatureAttributionResult
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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
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Save to file
Source§fn load_from_file(path: &Path) -> Result<Self, TrustformersError>where
Self: Sized,
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Load from file
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fn into_either(self, into_left: bool) -> Either<Self, Self>
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fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
Converts
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impl<SS, SP> SupersetOf<SS> for SPwhere
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fn to_subset(&self) -> Option<SS>
The inverse inclusion map: attempts to construct
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Checks if
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fn from_subset(element: &SS) -> SP
The inclusion map: converts
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