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AnomalyRealismEvaluation

datasynth_eval::statistical

Struct AnomalyRealismEvaluation

pub struct AnomalyRealismEvaluation {
    pub statistical_detectability: f64,
    pub avg_anomaly_z_score: f64,
    pub cascade_coherence: f64,
    pub scheme_participant_consistency: f64,
    pub total_anomalies: usize,
    pub cascaded_count: usize,
    pub scheme_count: usize,
    pub passes: bool,
    pub issues: Vec<String>,
}

Expand description

Results of anomaly realism evaluation.

Fields§

§statistical_detectability: f64

Statistical detectability: fraction of anomalies with z-score > 2.

§avg_anomaly_z_score: f64

Average z-score across all anomalies.

§cascade_coherence: f64

Cascade coherence: fraction of cascaded anomalies referencing valid parents.

§scheme_participant_consistency: f64

Scheme participant consistency: fraction of schemes where participants overlap.

§total_anomalies: usize

Total anomalies evaluated.

§cascaded_count: usize

Cascaded anomalies count.

§scheme_count: usize

Unique schemes count.

§passes: bool

Overall pass/fail.

§issues: Vec<String>

Issues found.

Trait Implementations§

impl Clone for AnomalyRealismEvaluation

fn clone(&self) -> AnomalyRealismEvaluation

Returns a duplicate of the value. Read more

1.0.0 · Source§

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

Performs copy-assignment from source. Read more

impl Debug for AnomalyRealismEvaluation

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

Formats the value using the given formatter. Read more

impl<'de> Deserialize<'de> for AnomalyRealismEvaluation

fn deserialize<D>(deserializer: D) -> Result<Self, D::Error>
where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer. Read more

impl Serialize for AnomalyRealismEvaluation

fn serialize<S>(&self, serializer: S) -> Result<S::Ok, S::Error>
where S: Serializer,

Serialize this value into the given Serde serializer. Read more

Auto Trait Implementations§

impl Freeze for AnomalyRealismEvaluation

impl RefUnwindSafe for AnomalyRealismEvaluation

impl Send for AnomalyRealismEvaluation

impl Sync for AnomalyRealismEvaluation

impl Unpin for AnomalyRealismEvaluation

impl UnsafeUnpin for AnomalyRealismEvaluation

impl UnwindSafe for AnomalyRealismEvaluation

Blanket Implementations§

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

fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

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

fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

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

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

Mutably borrows from an owned value. Read more

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

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

🔬This is a nightly-only experimental API. (clone_to_uninit)

Performs copy-assignment from self to dest. Read more

impl<T> From<T> for T

fn from(t: T) -> T

Returns the argument unchanged.

impl<T> Instrument for T

fn instrument(self, span: Span) -> Instrumented<Self>

Instruments this type with the provided Span, returning an Instrumented wrapper. Read more

fn in_current_span(self) -> Instrumented<Self>

Instruments this type with the current Span, returning an Instrumented wrapper. Read more

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

fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

impl<T> Same for T

type Output = T

Should always be Self

impl<SS, SP> SupersetOf<SS> for SP
where SS: SubsetOf<SP>,

fn to_subset(&self) -> Option<SS>

The inverse inclusion map: attempts to construct self from the equivalent element of its superset. Read more

fn is_in_subset(&self) -> bool

Checks if self is actually part of its subset T (and can be converted to it).

fn to_subset_unchecked(&self) -> SS

Use with care! Same as self.to_subset but without any property checks. Always succeeds.

fn from_subset(element: &SS) -> SP

The inclusion map: converts self to the equivalent element of its superset.

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

type Owned = T

The resulting type after obtaining ownership.

fn to_owned(&self) -> T

Creates owned data from borrowed data, usually by cloning. Read more

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

Uses borrowed data to replace owned data, usually by cloning. Read more

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

type Error = Infallible

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

Performs the conversion.

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

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

The type returned in the event of a conversion error.

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

Performs the conversion.

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

fn vzip(self) -> V

impl<T> WithSubscriber for T

fn with_subscriber<S>(self, subscriber: S) -> WithDispatch<Self>
where S: Into<Dispatch>,

Attaches the provided Subscriber to this type, returning a WithDispatch wrapper. Read more

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impl<T> DeserializeOwned for T
where T: for<'de> Deserialize<'de>,