pub struct AdvancedQualityMetrics {
pub complexity_score: f64,
pub entropy: f64,
pub outlier_score: f64,
pub interaction_matrix: Array2<f64>,
pub normality_assessment: NormalityAssessment,
pub ml_quality_score: f64,
pub correlation_insights: CorrelationInsights,
}Expand description
Advanced dataset quality metrics
Fields§
§complexity_score: f64Statistical complexity score (0.0 to 1.0)
entropy: f64Information theoretic entropy
outlier_score: f64Advanced multivariate outlier detection score
interaction_matrix: Array2<f64>Feature interaction strength matrix
normality_assessment: NormalityAssessmentAdvanced normality assessment
ml_quality_score: f64ML-based data quality prediction
correlation_insights: CorrelationInsightsAdvanced correlation analysis
Trait Implementations§
Source§impl Clone for AdvancedQualityMetrics
impl Clone for AdvancedQualityMetrics
Source§fn clone(&self) -> AdvancedQualityMetrics
fn clone(&self) -> AdvancedQualityMetrics
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 AdvancedQualityMetrics
impl RefUnwindSafe for AdvancedQualityMetrics
impl Send for AdvancedQualityMetrics
impl Sync for AdvancedQualityMetrics
impl Unpin for AdvancedQualityMetrics
impl UnwindSafe for AdvancedQualityMetrics
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,
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impl<T> IntoEither for T
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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>
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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
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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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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
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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.