pub struct AnomalyMetrics {
pub auc_roc: f64,
pub auc_pr: f64,
pub precision: f64,
pub recall: f64,
pub f1_score: f64,
pub false_positive_rate: f64,
pub false_negative_rate: f64,
pub mcc: f64,
pub balanced_accuracy: f64,
pub quantum_metrics: QuantumAnomalyMetrics,
}Expand description
Anomaly detection metrics
Fields§
§auc_roc: f64Area under ROC curve
auc_pr: f64Area under precision-recall curve
precision: f64Precision at given contamination level
recall: f64Recall at given contamination level
f1_score: f64F1 score
false_positive_rate: f64False positive rate
false_negative_rate: f64False negative rate
mcc: f64Matthews correlation coefficient
balanced_accuracy: f64Balanced accuracy
quantum_metrics: QuantumAnomalyMetricsQuantum-specific metrics
Trait Implementations§
Source§impl Clone for AnomalyMetrics
impl Clone for AnomalyMetrics
Source§fn clone(&self) -> AnomalyMetrics
fn clone(&self) -> AnomalyMetrics
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 AnomalyMetrics
impl RefUnwindSafe for AnomalyMetrics
impl Send for AnomalyMetrics
impl Sync for AnomalyMetrics
impl Unpin for AnomalyMetrics
impl UnwindSafe for AnomalyMetrics
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.