Struct OODValidationResult

Source

pub struct OODValidationResult {
    pub in_distribution_score: Float,
    pub out_of_distribution_score: Float,
    pub ood_detection_accuracy: Float,
    pub ood_samples_detected: usize,
    pub total_ood_samples: usize,
    pub degradation_score: Float,
    pub confidence_intervals: OODConfidenceIntervals,
    pub feature_importance: Vec<Float>,
    pub distribution_shift_metrics: DistributionShiftMetrics,
}

Expand description

Results from out-of-distribution validation

Fields§

§in_distribution_score: Float§out_of_distribution_score: Float§ood_detection_accuracy: Float§ood_samples_detected: usize§total_ood_samples: usize§degradation_score: Float§confidence_intervals: OODConfidenceIntervals§feature_importance: Vec<Float>§distribution_shift_metrics: DistributionShiftMetrics

OODValidationResult

Struct OODValidationResult Copy item path

Fields§

Trait Implementations§

impl Clone for OODValidationResult

fn clone(&self) -> OODValidationResult

fn clone_from(&mut self, source: &Self)

impl Debug for OODValidationResult

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Auto Trait Implementations§

impl Freeze for OODValidationResult

impl RefUnwindSafe for OODValidationResult

impl Send for OODValidationResult

impl Sync for OODValidationResult

impl Unpin for OODValidationResult

impl UnwindSafe for OODValidationResult

Blanket Implementations§

impl<T> Any for Twhere T: 'static + ?Sized,

fn type_id(&self) -> TypeId

impl<T> Borrow<T> for Twhere T: ?Sized,

fn borrow(&self) -> &T

impl<T> BorrowMut<T> for Twhere T: ?Sized,

fn borrow_mut(&mut self) -> &mut T

impl<T> CloneToUninit for Twhere T: Clone,

unsafe fn clone_to_uninit(&self, dest: *mut u8)

impl<T> From<T> for T

fn from(t: T) -> T

impl<T, U> Into<U> for Twhere U: From<T>,

fn into(self) -> U

impl<T> IntoEither for T

fn into_either(self, into_left: bool) -> Either<Self, Self>

fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>where F: FnOnce(&Self) -> bool,

impl<T> Pointable for T

const ALIGN: usize

type Init = T

unsafe fn init(init: <T as Pointable>::Init) -> usize

unsafe fn deref<'a>(ptr: usize) -> &'a T

unsafe fn deref_mut<'a>(ptr: usize) -> &'a mut T

unsafe fn drop(ptr: usize)

impl<T> ToOwned for Twhere T: Clone,

type Owned = T

fn to_owned(&self) -> T

fn clone_into(&self, target: &mut T)

impl<T, U> TryFrom<U> for Twhere U: Into<T>,

type Error = Infallible

fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

impl<T, U> TryInto<U> for Twhere U: TryFrom<T>,

type Error = <U as TryFrom<T>>::Error

fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

impl<V, T> VZip<V> for Twhere V: MultiLane<T>,

fn vzip(self) -> V

Struct OODValidationResult

impl<T> Any for T
where T: 'static + ?Sized,

impl<T> Borrow<T> for T
where T: ?Sized,

impl<T> BorrowMut<T> for T
where T: ?Sized,

impl<T> CloneToUninit for T
where T: Clone,

impl<T, U> Into<U> for T
where U: From<T>,

fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
where F: FnOnce(&Self) -> bool,

impl<T> ToOwned for T
where T: Clone,

impl<T, U> TryFrom<U> for T
where U: Into<T>,

impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

impl<V, T> VZip<V> for T
where V: MultiLane<T>,