pub enum AnomalyDetectionAlgorithm {
ZScore {
threshold: f64,
},
IQR {
factor: f64,
},
IsolationForest {
contamination: f64,
},
LOF {
neighbors: usize,
},
OneClassSVM {
nu: f64,
gamma: f64,
},
}Expand description
Anomaly detection algorithms
Variants§
ZScore
Z-score based detection
IQR
Interquartile Range (IQR) method
IsolationForest
Isolation Forest (approximate)
LOF
Local Outlier Factor (LOF)
OneClassSVM
One-Class SVM (incremental)
Trait Implementations§
Source§impl Clone for AnomalyDetectionAlgorithm
impl Clone for AnomalyDetectionAlgorithm
Source§fn clone(&self) -> AnomalyDetectionAlgorithm
fn clone(&self) -> AnomalyDetectionAlgorithm
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 AnomalyDetectionAlgorithm
impl RefUnwindSafe for AnomalyDetectionAlgorithm
impl Send for AnomalyDetectionAlgorithm
impl Sync for AnomalyDetectionAlgorithm
impl Unpin for AnomalyDetectionAlgorithm
impl UnwindSafe for AnomalyDetectionAlgorithm
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.