pub struct DriftDetectorConfig {
pub method: DriftMethod,
pub significance_level: f64,
pub n_bins: usize,
pub mmd_bandwidth: Option<f64>,
pub wasserstein_threshold: f64,
pub psi_threshold: f64,
}Expand description
Configuration for a DriftDetector.
Fields§
§method: DriftMethodDetection method.
significance_level: f64Significance level for hypothesis-test-based methods (KS). Default: 0.05.
n_bins: usizeNumber of bins for PSI. Default: 10.
mmd_bandwidth: Option<f64>RBF kernel bandwidth for MMD. None uses the median pairwise distance heuristic.
wasserstein_threshold: f64W1 distance threshold for Wasserstein method. Default: 0.1.
psi_threshold: f64PSI threshold above which drift is flagged as severe. Default: 0.2.
Trait Implementations§
Source§impl Clone for DriftDetectorConfig
impl Clone for DriftDetectorConfig
Source§fn clone(&self) -> DriftDetectorConfig
fn clone(&self) -> DriftDetectorConfig
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 moreSource§impl Debug for DriftDetectorConfig
impl Debug for DriftDetectorConfig
Auto Trait Implementations§
impl Freeze for DriftDetectorConfig
impl RefUnwindSafe for DriftDetectorConfig
impl Send for DriftDetectorConfig
impl Sync for DriftDetectorConfig
impl Unpin for DriftDetectorConfig
impl UnsafeUnpin for DriftDetectorConfig
impl UnwindSafe for DriftDetectorConfig
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.