pub struct DetectorConfig {
pub method: AnomalyMethod,
pub threshold: f64,
pub min_samples: usize,
pub max_reference: usize,
}Expand description
Configuration for VectorAnomalyDetector.
Fields§
§method: AnomalyMethodDetection method.
threshold: f64Anomaly threshold.
Defaults: 3.0 for AnomalyMethod::ZScore /
AnomalyMethod::MahalanobisApprox, 0.7 for
AnomalyMethod::IsolationScore.
min_samples: usizeMinimum number of reference vectors required before detection starts.
max_reference: usizeMaximum number of reference vectors to retain (drop oldest on overflow).
Implementations§
Source§impl DetectorConfig
impl DetectorConfig
Sourcepub fn with_method(method: AnomalyMethod) -> Self
pub fn with_method(method: AnomalyMethod) -> Self
Create a config with sensible defaults for the given method.
Trait Implementations§
Source§impl Clone for DetectorConfig
impl Clone for DetectorConfig
Source§fn clone(&self) -> DetectorConfig
fn clone(&self) -> DetectorConfig
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 DetectorConfig
impl Debug for DetectorConfig
Auto Trait Implementations§
impl Freeze for DetectorConfig
impl RefUnwindSafe for DetectorConfig
impl Send for DetectorConfig
impl Sync for DetectorConfig
impl Unpin for DetectorConfig
impl UnsafeUnpin for DetectorConfig
impl UnwindSafe for DetectorConfig
Blanket Implementations§
impl<T> Allocation for T
Source§impl<'a, T, E> AsTaggedExplicit<'a, E> for Twhere
T: 'a,
impl<'a, T, E> AsTaggedExplicit<'a, E> for Twhere
T: 'a,
Source§impl<'a, T, E> AsTaggedImplicit<'a, E> for Twhere
T: 'a,
impl<'a, T, E> AsTaggedImplicit<'a, E> for Twhere
T: 'a,
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
impl<ST, DT> CastableFrom<ST, Initialized, Initialized> for DT
impl<ST, DT> CastableFrom<ST, Uninit, Uninit> for DT
Source§impl<T> CloneToUninit for Twhere
T: Clone,
impl<T> CloneToUninit for Twhere
T: Clone,
Source§impl<T> Instrument for T
impl<T> Instrument for T
Source§fn instrument(self, span: Span) -> Instrumented<Self>
fn instrument(self, span: Span) -> Instrumented<Self>
Source§fn in_current_span(self) -> Instrumented<Self>
fn in_current_span(self) -> Instrumented<Self>
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
impl<T> Read<Exclusive, BecauseExclusive> for Twhere
T: ?Sized,
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.